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   "title": "AI Search & Next-Gen Browsers 2026 \u2014 Perplexity / Kagi / Arc Search / Dia / ChatGPT Search / Claude / Brave Leo Deep Dive",
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    "AI Search & Next-Gen Browsers 2026 \u2014 Perplexity / Kagi / Arc Search / Dia / ChatGPT Search / Claude / Brave Leo Deep Dive",
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    "AI Search & Next-Gen Browsers 2026 \u2014 Perplexity / Kagi / Arc Search / Dia / ChatGPT Search / Claude / Brave Leo Deep Dive",
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   ],
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    "AI Search & Next-Gen Browsers 2026 \u2014 Perplexity / Kagi / Arc Search / Dia / ChatGPT Search / Claude / Brave Leo Deep Dive",
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   "url": "https://youngju.dev/blog/culture/2026-05-16-ai-search-next-gen-browsers-2026-perplexity-kagi-arc-dia-chatgpt-search-claude-deep-dive.en",
   "title": "AI Search & Next-Gen Browsers 2026 \u2014 Perplexity / Kagi / Arc Search / Dia / ChatGPT Search / Claude / Brave Leo Deep Dive",
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    "AI Search & Next-Gen Browsers 2026 \u2014 Perplexity / Kagi / Arc Search / Dia / ChatGPT Search / Claude / Brave Leo Deep Dive",
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    "AI Search & Next-Gen Browsers 2026 \u2014 Perplexity / Kagi / Arc Search / Dia / ChatGPT Search / Claude / Brave Leo Deep Dive",
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   "url": "https://youngju.dev/blog/culture/2026-05-14-ai-search-engines-2026-perplexity-you-phind-exa-searchgpt-deep-research-comparison-deep-dive-2026.en",
   "title": "AI Search Engines 2026 Head-to-Head \u2014 Perplexity \u00b7 You.com \u00b7 Phind \u00b7 Exa \u00b7 SearchGPT \u00b7 Gemini AI Mode \u00b7 Kagi \u00b7 Tavily, and the Deep Research Category",
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    "AI Search Engines 2026 Head-to-Head \u2014 Perplexity \u00b7 You.com \u00b7 Phind \u00b7 Exa \u00b7 SearchGPT \u00b7 Gemini AI Mode \u00b7 Kagi \u00b7 Tavily, and the Deep Research Category",
    "2.1 Perplexity \u2014 the company that defined the category",
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    "AI Search Engines 2026 Head-to-Head \u2014 Perplexity \u00b7 You.com \u00b7 Phind \u00b7 Exa \u00b7 SearchGPT \u00b7 Gemini AI Mode \u00b7 Kagi \u00b7 Tavily, and the Deep Research Category",
    "2.1 Perplexity \u2014 the company that defined the category",
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    "AI Search Engines 2026 Head-to-Head \u2014 Perplexity \u00b7 You.com \u00b7 Phind \u00b7 Exa \u00b7 SearchGPT \u00b7 Gemini AI Mode \u00b7 Kagi \u00b7 Tavily, and the Deep Research Category",
    "2. Consumer AI search apps \u2014 what humans type into",
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   "url": "https://youngju.dev/blog/culture/2026-05-14-ai-search-engines-2026-perplexity-you-phind-exa-searchgpt-deep-research-comparison-deep-dive-2026.en",
   "title": "AI Search Engines 2026 Head-to-Head \u2014 Perplexity \u00b7 You.com \u00b7 Phind \u00b7 Exa \u00b7 SearchGPT \u00b7 Gemini AI Mode \u00b7 Kagi \u00b7 Tavily, and the Deep Research Category",
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    "AI Search Engines 2026 Head-to-Head \u2014 Perplexity \u00b7 You.com \u00b7 Phind \u00b7 Exa \u00b7 SearchGPT \u00b7 Gemini AI Mode \u00b7 Kagi \u00b7 Tavily, and the Deep Research Category",
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    "AI Search Engines 2026 Head-to-Head \u2014 Perplexity \u00b7 You.com \u00b7 Phind \u00b7 Exa \u00b7 SearchGPT \u00b7 Gemini AI Mode \u00b7 Kagi \u00b7 Tavily, and the Deep Research Category",
    "2.2 You.com \u2014 the early mover that ate its own lunch",
    "Richard Socher founded it in 2020 and shipped AI answers inside it by 2022."
   ],
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    "AI Search Engines 2026 Head-to-Head \u2014 Perplexity \u00b7 You.com \u00b7 Phind \u00b7 Exa \u00b7 SearchGPT \u00b7 Gemini AI Mode \u00b7 Kagi \u00b7 Tavily, and the Deep Research Category",
    "2. Consumer AI search apps \u2014 what humans type into",
    "2.2 You.com \u2014 the early mover that ate its own lunch",
    "You.com was actually first to ship AI search."
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   "url": "https://youngju.dev/blog/culture/2026-05-14-ai-search-engines-2026-perplexity-you-phind-exa-searchgpt-deep-research-comparison-deep-dive-2026.en",
   "title": "AI Search Engines 2026 Head-to-Head \u2014 Perplexity \u00b7 You.com \u00b7 Phind \u00b7 Exa \u00b7 SearchGPT \u00b7 Gemini AI Mode \u00b7 Kagi \u00b7 Tavily, and the Deep Research Category",
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    "AI Search Engines 2026 Head-to-Head \u2014 Perplexity \u00b7 You.com \u00b7 Phind \u00b7 Exa \u00b7 SearchGPT \u00b7 Gemini AI Mode \u00b7 Kagi \u00b7 Tavily, and the Deep Research Category",
    "2.3 Phind \u2014 the one only developers use",
    "Phind chose a totally different lane \u2014 **developer search**."
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    "AI Search Engines 2026 Head-to-Head \u2014 Perplexity \u00b7 You.com \u00b7 Phind \u00b7 Exa \u00b7 SearchGPT \u00b7 Gemini AI Mode \u00b7 Kagi \u00b7 Tavily, and the Deep Research Category",
    "2. Consumer AI search apps \u2014 what humans type into",
    "2.3 Phind \u2014 the one only developers use",
    "By 2026, Phind ran along two tracks."
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   "url": "https://youngju.dev/blog/culture/2026-05-14-ai-search-engines-2026-perplexity-you-phind-exa-searchgpt-deep-research-comparison-deep-dive-2026.en",
   "title": "AI Search Engines 2026 Head-to-Head \u2014 Perplexity \u00b7 You.com \u00b7 Phind \u00b7 Exa \u00b7 SearchGPT \u00b7 Gemini AI Mode \u00b7 Kagi \u00b7 Tavily, and the Deep Research Category",
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    "2.4 SearchGPT / ChatGPT Search \u2014 OpenAI's late entry",
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    "2.4 SearchGPT / ChatGPT Search \u2014 OpenAI's late entry",
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    "AI Search Engines 2026 Head-to-Head \u2014 Perplexity \u00b7 You.com \u00b7 Phind \u00b7 Exa \u00b7 SearchGPT \u00b7 Gemini AI Mode \u00b7 Kagi \u00b7 Tavily, and the Deep Research Category",
    "2. Consumer AI search apps \u2014 what humans type into",
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    "As of May 2026, how it works:"
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   "url": "https://youngju.dev/blog/culture/2026-05-14-ai-search-engines-2026-perplexity-you-phind-exa-searchgpt-deep-research-comparison-deep-dive-2026.en",
   "title": "AI Search Engines 2026 Head-to-Head \u2014 Perplexity \u00b7 You.com \u00b7 Phind \u00b7 Exa \u00b7 SearchGPT \u00b7 Gemini AI Mode \u00b7 Kagi \u00b7 Tavily, and the Deep Research Category",
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    "2.4 SearchGPT / ChatGPT Search \u2014 OpenAI's late entry",
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    "AI Search Engines 2026 Head-to-Head \u2014 Perplexity \u00b7 You.com \u00b7 Phind \u00b7 Exa \u00b7 SearchGPT \u00b7 Gemini AI Mode \u00b7 Kagi \u00b7 Tavily, and the Deep Research Category",
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    "OpenAI announced SearchGPT as a prototype in July 2024 and folded full web search into ChatGPT in October 2024."
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    "2. Consumer AI search apps \u2014 what humans type into",
    "2.4 SearchGPT / ChatGPT Search \u2014 OpenAI's late entry",
    "As of May 2026, how it works:"
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   "url": "https://youngju.dev/blog/culture/2026-05-14-ai-search-engines-2026-perplexity-you-phind-exa-searchgpt-deep-research-comparison-deep-dive-2026.en",
   "title": "AI Search Engines 2026 Head-to-Head \u2014 Perplexity \u00b7 You.com \u00b7 Phind \u00b7 Exa \u00b7 SearchGPT \u00b7 Gemini AI Mode \u00b7 Kagi \u00b7 Tavily, and the Deep Research Category",
   "published_at": "2026-05-14T00:00:00",
   "engine": "Gemini AI Mode",
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    "AI Search Engines 2026 Head-to-Head \u2014 Perplexity \u00b7 You.com \u00b7 Phind \u00b7 Exa \u00b7 SearchGPT \u00b7 Gemini AI Mode \u00b7 Kagi \u00b7 Tavily, and the Deep Research Category",
    "2.5 Gemini AI Mode / Grounded Search \u2014 Google rewires its core",
    "Google started showing \"AI Overviews\" above the SERP in 2024 (US)."
   ],
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    "AI Search Engines 2026 Head-to-Head \u2014 Perplexity \u00b7 You.com \u00b7 Phind \u00b7 Exa \u00b7 SearchGPT \u00b7 Gemini AI Mode \u00b7 Kagi \u00b7 Tavily, and the Deep Research Category",
    "2.5 Gemini AI Mode / Grounded Search \u2014 Google rewires its core",
    "Google started showing \"AI Overviews\" above the SERP in 2024 (US)."
   ],
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    "AI Search Engines 2026 Head-to-Head \u2014 Perplexity \u00b7 You.com \u00b7 Phind \u00b7 Exa \u00b7 SearchGPT \u00b7 Gemini AI Mode \u00b7 Kagi \u00b7 Tavily, and the Deep Research Category",
    "2. Consumer AI search apps \u2014 what humans type into",
    "2.5 Gemini AI Mode / Grounded Search \u2014 Google rewires its core",
    "By early 2026 it was running broad experiments to make **AI Mode the default search UX** for many query classes."
   ],
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    "AI Search Engines 2026 Head-to-Head \u2014 Perplexity \u00b7 You.com \u00b7 Phind \u00b7 Exa \u00b7 SearchGPT \u00b7 Gemini AI Mode \u00b7 Kagi \u00b7 Tavily, and the Deep Research Category",
    "2.5 Gemini AI Mode / Grounded Search \u2014 Google rewires its core",
    "Google started showing \"AI Overviews\" above the SERP in 2024 (US)."
   ],
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  },
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   "url": "https://youngju.dev/blog/culture/2026-05-14-ai-search-engines-2026-perplexity-you-phind-exa-searchgpt-deep-research-comparison-deep-dive-2026.en",
   "title": "AI Search Engines 2026 Head-to-Head \u2014 Perplexity \u00b7 You.com \u00b7 Phind \u00b7 Exa \u00b7 SearchGPT \u00b7 Gemini AI Mode \u00b7 Kagi \u00b7 Tavily, and the Deep Research Category",
   "published_at": "2026-05-14T00:00:00",
   "engine": "Copilot",
   "launch_year": "2023",
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    "AI Search Engines 2026 Head-to-Head \u2014 Perplexity \u00b7 You.com \u00b7 Phind \u00b7 Exa \u00b7 SearchGPT \u00b7 Gemini AI Mode \u00b7 Kagi \u00b7 Tavily, and the Deep Research Category",
    "2.6 Bing / Copilot \u2014 Microsoft's two tracks",
    "Bing got the AI search story started in early 2023 by bolting GPT-4 chat onto search."
   ],
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    "AI Search Engines 2026 Head-to-Head \u2014 Perplexity \u00b7 You.com \u00b7 Phind \u00b7 Exa \u00b7 SearchGPT \u00b7 Gemini AI Mode \u00b7 Kagi \u00b7 Tavily, and the Deep Research Category",
    "2.6 Bing / Copilot \u2014 Microsoft's two tracks",
    "Bing got the AI search story started in early 2023 by bolting GPT-4 chat onto search."
   ],
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    "AI Search Engines 2026 Head-to-Head \u2014 Perplexity \u00b7 You.com \u00b7 Phind \u00b7 Exa \u00b7 SearchGPT \u00b7 Gemini AI Mode \u00b7 Kagi \u00b7 Tavily, and the Deep Research Category",
    "2. Consumer AI search apps \u2014 what humans type into",
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   ],
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   "url": "https://youngju.dev/blog/culture/2026-05-14-ai-search-engines-2026-perplexity-you-phind-exa-searchgpt-deep-research-comparison-deep-dive-2026.en",
   "title": "AI Search Engines 2026 Head-to-Head \u2014 Perplexity \u00b7 You.com \u00b7 Phind \u00b7 Exa \u00b7 SearchGPT \u00b7 Gemini AI Mode \u00b7 Kagi \u00b7 Tavily, and the Deep Research Category",
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   "url": "https://katinamagazine.org/content/article/resource-advisor/2026/how-is-ai-transforming-academic-search",
   "title": "How Is AI Transforming Academic Search?",
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    "How Is AI Transforming Academic Search?",
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    "Smart Search was publicly launched as an opt-in feature on April 24, 2025 (Osagie, 2025a) and became the default Web of Science search experience on July 31, 2025, while still allowing users to opt out."
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    "How Is AI Transforming Academic Search?",
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    "Smart Search was publicly launched as an opt-in feature on April 24, 2025 (Osagie, 2025a) and became the default Web of Science search experience on July 31, 2025, while still allowing users to opt out."
   ],
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    "How Is AI Transforming Academic Search?",
    "Aaron Tay guides us through the ongoing shakeup of the academic search market by AI with this comprehensive analysis of Web of Science Smart Search, Google Scholar\u2019s Scholar Labs, and Consensus.",
    "Smart Search was publicly launched as an opt-in feature on April 24, 2025 (Osagie, 2025a) and became the default Web of Science search experience on July 31, 2025, while still allowing users to opt out."
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   "url": "https://katinamagazine.org/content/article/resource-advisor/2026/how-is-ai-transforming-academic-search",
   "title": "How Is AI Transforming Academic Search?",
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    "How Is AI Transforming Academic Search?",
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    "On November 18, 2025, the same day Google launched Gemini 3 (Pichai et al., 2025), the Google Scholar team quietly launched Scholar Labs (Google, 2025a)."
   ],
   "launch_year_evidence": [
    "How Is AI Transforming Academic Search?",
    "Aaron Tay guides us through the ongoing shakeup of the academic search market by AI with this comprehensive analysis of Web of Science Smart Search, Google Scholar\u2019s Scholar Labs, and Consensus.",
    "On November 18, 2025, the same day Google launched Gemini 3 (Pichai et al., 2025), the Google Scholar team quietly launched Scholar Labs (Google, 2025a)."
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    "How Is AI Transforming Academic Search?",
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    "On November 18, 2025, the same day Google launched Gemini 3 (Pichai et al., 2025), the Google Scholar team quietly launched Scholar Labs (Google, 2025a)."
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   "url": "https://katinamagazine.org/content/article/resource-advisor/2026/how-is-ai-transforming-academic-search",
   "title": "How Is AI Transforming Academic Search?",
   "published_at": "2026-08-21T00:00:00",
   "engine": "Consensus",
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   "status": "active",
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   "category": null,
   "engine_evidence": [
    "How Is AI Transforming Academic Search?",
    "Aaron Tay guides us through the ongoing shakeup of the academic search market by AI with this comprehensive analysis of Web of Science Smart Search, Google Scholar\u2019s Scholar Labs, and Consensus.",
    "The start-up Consensus launched a public search engine in September 2022 (Consensus, 2023), two months before the launch of ChatGPT."
   ],
   "launch_year_evidence": [
    "How Is AI Transforming Academic Search?",
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    "The start-up Consensus launched a public search engine in September 2022 (Consensus, 2023), two months before the launch of ChatGPT."
   ],
   "status_evidence": [
    "How Is AI Transforming Academic Search?",
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    "Most recently, in May 2026, Consensus announced a $30 million round led by GreatPoint Ventures, claiming over 2.5 million monthly active users and a place among the top five most-used research tools (Consensus, 2026b)."
   ],
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   "url": "https://maxintel.org/search-engine-landscape-2026.html",
   "title": "Search Engine Market Share 2026: What to Use Now",
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   "engine": "Perplexity AI",
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   "status": "active",
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   "engine_evidence": [
    "# The State of Search Engines in 2026: Which Ones Died, Which Ones Thrived, and What to Use Now",
    "### Perplexity AI",
    "**Perplexity AI** emerged as the purest \"answer engine\" and the most disruptive new entrant."
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    "# The State of Search Engines in 2026: Which Ones Died, Which Ones Thrived, and What to Use Now",
    "### Perplexity AI",
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   "title": "Search Engine Market Share 2026: What to Use Now",
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    "### ChatGPT Search",
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    "### Other Notable Launches",
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    "## Which Search Engines Shut Down or Went Defunct in 2024\u20132026?",
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    "As of July 2026, the best [AI search](/wiki/ai_search) engine overall for research and citations is [Perplexity](/wiki/perplexity), which runs its own web index and answers every query with numbered source links.",
    "## Summary comparison table",
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    "As of July 2026, the best [AI search](/wiki/ai_search) engine overall for research and citations is [Perplexity](/wiki/perplexity), which runs its own web index and answers every query with numbered source links.",
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   "title": "Best AI Search Engines",
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    "## 2. ChatGPT Search: best if you live in ChatGPT"
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   "title": "Best AI Search Engines",
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   "title": "Best AI Search Engines",
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    "| [Microsoft Copilot](/wiki/microsoft_copilot) | [Microsoft](/wiki/microsoft) | OpenAI GPT + in-house MAI family [15] | Bing index [14] | Yes, incl. Think Deeper [15] | Copilot Pro $20 |",
    "## Summary comparison table",
    "## 5. Microsoft Copilot: best inside Windows and Microsoft 365",
    "Microsoft Copilot: best inside Windows and Microsoft 365\n\n[Microsoft Copilot](/wiki/microsoft_copilot) and Copilot Search (launched in Bing on 2025-04-04) ground answers in the Bing index and cite their sources, which makes Copilot the natural AI search layer for anyone already in Windows, Edge, or Microsoft 365 [14]."
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    "Microsoft Copilot: best inside Windows and Microsoft 365\n\n[Microsoft Copilot](/wiki/microsoft_copilot) and Copilot Search (launched in Bing on 2025-04-04) ground answers in the Bing index and cite their sources, which makes Copilot the natural AI search layer for anyone already in Windows, Edge, or Microsoft 365 [14]."
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   "url": "https://aiwiki.ai/wiki/best_ai_search_engines",
   "title": "Best AI Search Engines",
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   "engine": "Brave Search + Leo",
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   "engine_evidence": [
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    "## Summary comparison table",
    "## 6. Brave Search and Leo: best free private engine",
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    "| Kagi | Kagi | Kagi Assistant routes to Claude, GPT, Gemini [16] | Own Teclis + TinyGem indexes + anonymized third-party [16] | Trial, 100 searches [16] | Starter $5; Ultimate $25 [16] |",
    "## Summary comparison table",
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    "## The verdict: best AI search engine by use case",
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    "| **[Duck.ai](https://duck.ai)** [Try Duck.ai on piccard.it](https://piccard.it) | Private chat & search | Good (depending on model) | High | Very High | 8.9/10 |"
   ],
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   "status_evidence": [
    "# 13 Best AI Search Engines (2026): Answer Engines Compared & Tested",
    "In 2026, the ecosystem has matured significantly, offering specialized tools for research, coding, privacy, and even academic work.",
    "Duck.ai is DuckDuckGo\u2019s own AI chat service, offering access to multiple models (GPT\u20114o, Claude, Llama, etc.) with the same privacy guarantees as their search engine."
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    "| Engine | Best For | Citations | Accuracy | Privacy | Rating |",
    "| **[Duck.ai](https://duck.ai)** [Try Duck.ai on piccard.it](https://piccard.it) | Private chat & search | Good (depending on model) | High | Very High | 8.9/10 |"
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  {
   "url": "https://piccard.it/blog/ai-search-engines",
   "title": "13 Best AI Search Engines (2026): Answer Engines Compared & Tested",
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    "# 13 Best AI Search Engines (2026): Answer Engines Compared & Tested",
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    "| **[Google AI Mode](https://www.google.com/search?udm=50)** [Try Google AI Mode on piccard.it](https://piccard.it) | Google\u2011scale AI answers | Good | High | Low | 8.1/10 |"
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   "url": "https://piccard.it/blog/ai-search-engines",
   "title": "13 Best AI Search Engines (2026): Answer Engines Compared & Tested",
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    "| **[Grok](https://www.grok.com)** [Try Grok on piccard.it](https://piccard.it) | Real\u2011time & unfiltered responses | Minimal | Medium\u2011High | Low (X integration) | 7.8/10 |"
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    "| **[Grok](https://www.grok.com)** [Try Grok on piccard.it](https://piccard.it) | Real\u2011time & unfiltered responses | Minimal | Medium\u2011High | Low (X integration) | 7.8/10 |"
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   "url": "https://piccard.it/blog/ai-search-engines",
   "title": "13 Best AI Search Engines (2026): Answer Engines Compared & Tested",
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    "| **[Lumo AI](https://lumo.proton.me)** [Try Lumo AI on piccard.it](https://piccard.it) | Privacy\u2011first writing assistant | Moderate (Proton ecosystem) | High | Very High | 8.4/10 |"
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    "# 13 Best AI Search Engines (2026): Answer Engines Compared & Tested",
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    "# 13 Best AI Search Engines (2026): Answer Engines Compared & Tested",
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    "| **[Lumo AI](https://lumo.proton.me)** [Try Lumo AI on piccard.it](https://piccard.it) | Privacy\u2011first writing assistant | Moderate (Proton ecosystem) | High | Very High | 8.4/10 |"
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   "url": "https://piccard.it/blog/ai-search-engines",
   "title": "13 Best AI Search Engines (2026): Answer Engines Compared & Tested",
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   "engine": "Kagi AI",
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    "# 13 Best AI Search Engines (2026): Answer Engines Compared & Tested",
    "| Engine | Best For | Citations | Accuracy | Privacy | Rating |",
    "| **[Kagi AI](https://kagi.com)** | Ad\u2011free AI with premium results | Good | High | Very High | 9.0/10 |"
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    "| Engine | Best For | Citations | Accuracy | Privacy | Rating |",
    "| **[Kagi AI](https://kagi.com)** | Ad\u2011free AI with premium results | Good | High | Very High | 9.0/10 |"
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   "url": "https://piccard.it/blog/ai-search-engines",
   "title": "13 Best AI Search Engines (2026): Answer Engines Compared & Tested",
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   "engine": "Metaphor (Exa)",
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    "| Engine | Best For | Citations | Accuracy | Privacy | Rating |",
    "| **[Metaphor (Exa)](https://exa.ai/)** | Semantic & neural search | Good | High | Medium | 8.5/10 |"
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    "| Engine | Best For | Citations | Accuracy | Privacy | Rating |",
    "| **[Metaphor (Exa)](https://exa.ai/)** | Semantic & neural search | Good | High | Medium | 8.5/10 |"
   ]
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   "url": "https://piccard.it/blog/ai-search-engines",
   "title": "13 Best AI Search Engines (2026): Answer Engines Compared & Tested",
   "published_at": "2026-04-25T00:00:00",
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   "engine_evidence": [
    "# 13 Best AI Search Engines (2026): Answer Engines Compared & Tested",
    "| Engine | Best For | Citations | Accuracy | Privacy | Rating |",
    "| **[Elicit](https://elicit.com)** | Academic research | Excellent (papers) | Very High (domain\u2011specific) | Medium | 8.9/10 |"
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   "url": "https://piccard.it/blog/ai-search-engines",
   "title": "13 Best AI Search Engines (2026): Answer Engines Compared & Tested",
   "published_at": "2026-04-25T00:00:00",
   "engine": "Microsoft Copilot",
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   "category": "Integrated AI in Bing",
   "engine_evidence": [
    "# 13 Best AI Search Engines (2026): Answer Engines Compared & Tested",
    "| Engine | Best For | Citations | Accuracy | Privacy | Rating |",
    "| **[Microsoft Copilot](https://www.bing.com/chat)** | Integrated AI in Bing | Good | High | Low | 8.0/10 |"
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   "launch_year_evidence": null,
   "status_evidence": [
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    "In 2026, the ecosystem has matured significantly, offering specialized tools for research, coding, privacy, and even academic work.",
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    "| Engine | Best For | Citations | Accuracy | Privacy | Rating |",
    "| **[Microsoft Copilot](https://www.bing.com/chat)** | Integrated AI in Bing | Good | High | Low | 8.0/10 |"
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  {
   "url": "https://wikipedia.org/wiki/search_engines",
   "title": "List of search engines",
   "published_at": "2026-08-25T04:10:16",
   "engine": "Perplexity.ai",
   "launch_year": null,
   "status": null,
   "region": null,
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   "engine_evidence": [
    "Search engines, including web search engines, selection-based search engines, metasearch engines, desktop search tools, and web portals and vertical market websites have a search facility for online databases.",
    "### Natural language",
    "- Perplexity.ai"
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   "status_evidence": null,
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  {
   "url": "https://wikipedia.org/wiki/search_engines",
   "title": "List of search engines",
   "published_at": "2026-08-25T04:10:16",
   "engine": "SearchGPT",
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   "status": null,
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   "category": null,
   "engine_evidence": [
    "Search engines, including web search engines, selection-based search engines, metasearch engines, desktop search tools, and web portals and vertical market websites have a search facility for online databases.",
    "### Natural language",
    "- SearchGPT"
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://runtimewire.com/article/perplexity-search-tops-artificial-analysis-search-api-index",
   "title": "Perplexity takes all three top spots in Artificial Analysis' search API test",
   "published_at": "2026-08-28T20:19:58",
   "engine": "Perplexity",
   "launch_year": "2022",
   "status": "active",
   "region": null,
   "category": "answer engine",
   "engine_evidence": [
    "# Perplexity takes all three top spots in Artificial Analysis' search API test",
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    "The August 27th leaderboard result puts a third-party score behind a core bet made by [Aravind Srinivas (@AravSrinivas)](https://x.com/AravSrinivas), the former OpenAI researcher who co-founded Perplexity in 2022 with Denis Yarats, Johnny Ho and Andy Konwinski."
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   "url": "https://dupple.com/learn/best-ai-search-engines",
   "title": "Best AI Search Engines in 2026: 8 Tools I Tested for Real Research",
   "published_at": "2026-06-16T00:00:00",
   "engine": "Perplexity",
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    "## Perplexity: the one most people should start with",
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   "url": "https://dupple.com/learn/best-ai-search-engines",
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   "engine": "ChatGPT Search",
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    "# Best AI Search Engines in 2026: 8 Tools I Tested for Real Research",
    "## ChatGPT Search: search wrapped in everything else",
    "[ChatGPT Search](https://chatgpt.com/) isn't a standalone product so much as web access bolted onto the most-used AI in the world, which now handles over 2 billion queries a day."
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    "# Best AI Search Engines in 2026: 8 Tools I Tested for Real Research",
    "## ChatGPT Search: search wrapped in everything else",
    "[ChatGPT Search](https://chatgpt.com/) isn't a standalone product so much as web access bolted onto the most-used AI in the world, which now handles over 2 billion queries a day."
   ],
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   "url": "https://dupple.com/learn/best-ai-search-engines",
   "title": "Best AI Search Engines in 2026: 8 Tools I Tested for Real Research",
   "published_at": "2026-06-16T00:00:00",
   "engine": "Google AI Mode",
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   "status": "active",
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   "category": null,
   "engine_evidence": [
    "# Best AI Search Engines in 2026: 8 Tools I Tested for Real Research",
    "## Google AI Mode: the default that came to you",
    "You don't install [Google AI Mode](https://gemini.google.com/)."
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    "# Best AI Search Engines in 2026: 8 Tools I Tested for Real Research",
    "## Google AI Mode: the default that came to you",
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   "url": "https://dupple.com/learn/best-ai-search-engines",
   "title": "Best AI Search Engines in 2026: 8 Tools I Tested for Real Research",
   "published_at": "2026-06-16T00:00:00",
   "engine": "You.com",
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   "engine_evidence": [
    "# Best AI Search Engines in 2026: 8 Tools I Tested for Real Research",
    "## You.com: when you need an actual report",
    "[You.com](https://you.com/) pivoted hard toward research depth, and ARI (its professional research agent) is the result."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "# Best AI Search Engines in 2026: 8 Tools I Tested for Real Research",
    "## You.com: when you need an actual report",
    "[You.com](https://you.com/) pivoted hard toward research depth, and ARI (its professional research agent) is the result."
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   "region_evidence": null,
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  {
   "url": "https://dupple.com/learn/best-ai-search-engines",
   "title": "Best AI Search Engines in 2026: 8 Tools I Tested for Real Research",
   "published_at": "2026-06-16T00:00:00",
   "engine": "Brave Search",
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   "engine_evidence": [
    "# Best AI Search Engines in 2026: 8 Tools I Tested for Real Research",
    "## Brave Search and Leo: the privacy pick",
    "[Brave Search](https://search.brave.com/) runs on its own independent web index, not Google's or Bing's, and it doesn't track what you search."
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   "launch_year_evidence": null,
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    "# Best AI Search Engines in 2026: 8 Tools I Tested for Real Research",
    "## Brave Search and Leo: the privacy pick",
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   ],
   "region_evidence": null,
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  {
   "url": "https://dupple.com/learn/best-ai-search-engines",
   "title": "Best AI Search Engines in 2026: 8 Tools I Tested for Real Research",
   "published_at": "2026-06-16T00:00:00",
   "engine": "Felo",
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    "# Best AI Search Engines in 2026: 8 Tools I Tested for Real Research",
    "## Felo: built for crossing languages",
    "[Felo](https://felo.ai/) is an AI search engine designed around multilingual research."
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    "# Best AI Search Engines in 2026: 8 Tools I Tested for Real Research",
    "## Felo: built for crossing languages",
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  },
  {
   "url": "https://dupple.com/learn/best-ai-search-engines",
   "title": "Best AI Search Engines in 2026: 8 Tools I Tested for Real Research",
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   "engine": "Exa",
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   "engine_evidence": [
    "# Best AI Search Engines in 2026: 8 Tools I Tested for Real Research",
    "## Exa: the search engine built for your agents",
    "[Exa](https://exa.ai/) isn't a chat box."
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    "# Best AI Search Engines in 2026: 8 Tools I Tested for Real Research",
    "## Exa: the search engine built for your agents",
    "[Exa](https://exa.ai/) isn't a chat box."
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   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://dupple.com/learn/best-ai-search-engines",
   "title": "Best AI Search Engines in 2026: 8 Tools I Tested for Real Research",
   "published_at": "2026-06-16T00:00:00",
   "engine": "Andi",
   "launch_year": null,
   "status": "active",
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   "engine_evidence": [
    "# Best AI Search Engines in 2026: 8 Tools I Tested for Real Research",
    "## Andi: free, no account, no ads",
    "[Andi](https://andisearch.com/) is the minimalist of the group."
   ],
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   "status_evidence": [
    "# Best AI Search Engines in 2026: 8 Tools I Tested for Real Research",
    "## Andi: free, no account, no ads",
    "[Andi](https://andisearch.com/) is the minimalist of the group."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://linos.ai/technology/best-ai-search-engine-2026",
   "title": "Best AI Search Engines 2026: ChatGPT Search vs Perplexity vs Google AI Mode vs Bing \u2014 Tested & Ranked",
   "published_at": "2026-04-15T22:08:46",
   "engine": "Perplexity AI",
   "launch_year": null,
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   "category": "research search",
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    "# Best AI Search Engines 2026: ChatGPT Search vs Perplexity vs Google AI Mode vs Bing \u2014 Tested & Ranked",
    "## 1. Perplexity AI \u2014 Best Overall for Research",
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   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "# Best AI Search Engines 2026: ChatGPT Search vs Perplexity vs Google AI Mode vs Bing \u2014 Tested & Ranked",
    "## 1. Perplexity AI \u2014 Best Overall for Research",
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   ],
   "region_evidence": null,
   "category_evidence": [
    "# Best AI Search Engines 2026: ChatGPT Search vs Perplexity vs Google AI Mode vs Bing \u2014 Tested & Ranked",
    "## 1. Perplexity AI \u2014 Best Overall for Research",
    "**Best for:** Research, fact-checking, academic queries"
   ]
  },
  {
   "url": "https://linos.ai/technology/best-ai-search-engine-2026",
   "title": "Best AI Search Engines 2026: ChatGPT Search vs Perplexity vs Google AI Mode vs Bing \u2014 Tested & Ranked",
   "published_at": "2026-04-15T22:08:46",
   "engine": "ChatGPT Search",
   "launch_year": "2024",
   "status": "active",
   "region": null,
   "category": "AI search",
   "engine_evidence": [
    "# Best AI Search Engines 2026: ChatGPT Search vs Perplexity vs Google AI Mode vs Bing \u2014 Tested & Ranked",
    "## 2. ChatGPT Search \u2014 Best for Conversational Queries",
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   ],
   "launch_year_evidence": [
    "# Best AI Search Engines 2026: ChatGPT Search vs Perplexity vs Google AI Mode vs Bing \u2014 Tested & Ranked",
    "## 2. ChatGPT Search \u2014 Best for Conversational Queries",
    "OpenAI integrated real-time web search into ChatGPT in late 2024, and by 2026 it's handling 4.5 billion monthly visits."
   ],
   "status_evidence": [
    "# Best AI Search Engines 2026: ChatGPT Search vs Perplexity vs Google AI Mode vs Bing \u2014 Tested & Ranked",
    "## 2. ChatGPT Search \u2014 Best for Conversational Queries",
    "OpenAI integrated real-time web search into ChatGPT in late 2024, and by 2026 it's handling 4.5 billion monthly visits."
   ],
   "region_evidence": null,
   "category_evidence": [
    "# Best AI Search Engines 2026: ChatGPT Search vs Perplexity vs Google AI Mode vs Bing \u2014 Tested & Ranked",
    "## 2. ChatGPT Search \u2014 Best for Conversational Queries",
    "**Best for:** Multi-turn research, creative synthesis, coding questions"
   ]
  },
  {
   "url": "https://linos.ai/technology/best-ai-search-engine-2026",
   "title": "Best AI Search Engines 2026: ChatGPT Search vs Perplexity vs Google AI Mode vs Bing \u2014 Tested & Ranked",
   "published_at": "2026-04-15T22:08:46",
   "engine": "Google AI Mode",
   "launch_year": "2026",
   "status": "active",
   "region": "US",
   "category": "AI search",
   "engine_evidence": [
    "# Best AI Search Engines 2026: ChatGPT Search vs Perplexity vs Google AI Mode vs Bing \u2014 Tested & Ranked",
    "## 3. Google AI Mode \u2014 Best for Local & Everyday Search",
    "Google's AI Mode puts an AI-synthesized overview at the top of results while keeping traditional links below."
   ],
   "launch_year_evidence": [
    "# Best AI Search Engines 2026: ChatGPT Search vs Perplexity vs Google AI Mode vs Bing \u2014 Tested & Ranked",
    "## 3. Google AI Mode \u2014 Best for Local & Everyday Search",
    "It launched broadly in the US in early 2026 after a cautious rollout and is now the default for hundreds of millions of searches daily."
   ],
   "status_evidence": [
    "# Best AI Search Engines 2026: ChatGPT Search vs Perplexity vs Google AI Mode vs Bing \u2014 Tested & Ranked",
    "## 3. Google AI Mode \u2014 Best for Local & Everyday Search",
    "It launched broadly in the US in early 2026 after a cautious rollout and is now the default for hundreds of millions of searches daily."
   ],
   "region_evidence": [
    "# Best AI Search Engines 2026: ChatGPT Search vs Perplexity vs Google AI Mode vs Bing \u2014 Tested & Ranked",
    "## 3. Google AI Mode \u2014 Best for Local & Everyday Search",
    "It launched broadly in the US in early 2026 after a cautious rollout and is now the default for hundreds of millions of searches daily."
   ],
   "category_evidence": [
    "# Best AI Search Engines 2026: ChatGPT Search vs Perplexity vs Google AI Mode vs Bing \u2014 Tested & Ranked",
    "## 3. Google AI Mode \u2014 Best for Local & Everyday Search",
    "**Best for:** Local search, shopping, travel, anything Google excels at"
   ]
  },
  {
   "url": "https://linos.ai/technology/best-ai-search-engine-2026",
   "title": "Best AI Search Engines 2026: ChatGPT Search vs Perplexity vs Google AI Mode vs Bing \u2014 Tested & Ranked",
   "published_at": "2026-04-15T22:08:46",
   "engine": "Bing Copilot",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": "AI search",
   "engine_evidence": [
    "# Best AI Search Engines 2026: ChatGPT Search vs Perplexity vs Google AI Mode vs Bing \u2014 Tested & Ranked",
    "## 4. Bing Copilot \u2014 Best Free Option in a Browser",
    "Microsoft's Bing Copilot is powered by GPT-4o and is genuinely free with no usage cap \u2014 a significant advantage over ChatGPT's metered free tier."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "# Best AI Search Engines 2026: ChatGPT Search vs Perplexity vs Google AI Mode vs Bing \u2014 Tested & Ranked",
    "## 4. Bing Copilot \u2014 Best Free Option in a Browser",
    "Microsoft's Bing Copilot is powered by GPT-4o and is genuinely free with no usage cap \u2014 a significant advantage over ChatGPT's metered free tier."
   ],
   "region_evidence": null,
   "category_evidence": [
    "# Best AI Search Engines 2026: ChatGPT Search vs Perplexity vs Google AI Mode vs Bing \u2014 Tested & Ranked",
    "## 4. Bing Copilot \u2014 Best Free Option in a Browser",
    "**Best for:** Windows users, Microsoft 365 users, quick answers in the browser"
   ]
  },
  {
   "url": "https://linos.ai/technology/best-ai-search-engine-2026",
   "title": "Best AI Search Engines 2026: ChatGPT Search vs Perplexity vs Google AI Mode vs Bing \u2014 Tested & Ranked",
   "published_at": "2026-04-15T22:08:46",
   "engine": "You.com",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": "AI search",
   "engine_evidence": [
    "# Best AI Search Engines 2026: ChatGPT Search vs Perplexity vs Google AI Mode vs Bing \u2014 Tested & Ranked",
    "## 5. You.com \u2014 Best for Privacy-Conscious Users",
    "You.com has carved out a niche by emphasizing user privacy (no selling of search data) and offering specialized \"apps\" for code search, academic search, and news."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "# Best AI Search Engines 2026: ChatGPT Search vs Perplexity vs Google AI Mode vs Bing \u2014 Tested & Ranked",
    "## 5. You.com \u2014 Best for Privacy-Conscious Users",
    "You.com has carved out a niche by emphasizing user privacy (no selling of search data) and offering specialized \"apps\" for code search, academic search, and news."
   ],
   "region_evidence": null,
   "category_evidence": [
    "# Best AI Search Engines 2026: ChatGPT Search vs Perplexity vs Google AI Mode vs Bing \u2014 Tested & Ranked",
    "## 5. You.com \u2014 Best for Privacy-Conscious Users",
    "**Best for:** Users who want AI search without data tracking, coding searches"
   ]
  },
  {
   "url": "https://linos.ai/technology/best-ai-search-engine-2026",
   "title": "Best AI Search Engines 2026: ChatGPT Search vs Perplexity vs Google AI Mode vs Bing \u2014 Tested & Ranked",
   "published_at": "2026-04-15T22:08:46",
   "engine": "Brave Leo",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": "AI search",
   "engine_evidence": [
    "# Best AI Search Engines 2026: ChatGPT Search vs Perplexity vs Google AI Mode vs Bing \u2014 Tested & Ranked",
    "## 6. Brave Leo \u2014 Built for Privacy, Limited Reach",
    "Brave Leo is the AI assistant built into the Brave browser."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "# Best AI Search Engines 2026: ChatGPT Search vs Perplexity vs Google AI Mode vs Bing \u2014 Tested & Ranked",
    "## 6. Brave Leo \u2014 Built for Privacy, Limited Reach",
    "Brave Leo is the AI assistant built into the Brave browser."
   ],
   "region_evidence": null,
   "category_evidence": [
    "# Best AI Search Engines 2026: ChatGPT Search vs Perplexity vs Google AI Mode vs Bing \u2014 Tested & Ranked",
    "## 6. Brave Leo \u2014 Built for Privacy, Limited Reach",
    "**Best for:** Brave browser users who prioritize privacy"
   ]
  },
  {
   "url": "https://toolworthy.ai/blog/best-ai-search-engine",
   "title": "13 Best AI Search Engines 2026 \u2014 Perplexity, Kagi, Elicit & More",
   "published_at": "2026-04-25T00:00:00",
   "engine": "Perplexity",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "We evaluated 34 AI-driven search products across four real workflows \u2014 daily web search, deep research, academic literature, and developer/specialty queries \u2014 using a weighted 5-dimension scoring framework (functionality, UX, innovation, value for money, user feedback) sourced from official pricing pages, product changelogs, and independent reviews.",
    "| Perplexity | Daily-driver answer engine with citations and Pro Search |",
    "The 13 tools split into three product shapes: general answer engines that want to replace Google for daily search (Perplexity, ChatGPT Search, Google AI Mode, Brave, Copilot, Kagi, DuckDuckGo, Felo), academic/research tools that target literature workflows (Elicit, Consensus, Undermind, OpenEvidence), and agentic search products that ship structured deliverables instead of result lists (Genspark)."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "We evaluated 34 AI-driven search products across four real workflows \u2014 daily web search, deep research, academic literature, and developer/specialty queries \u2014 using a weighted 5-dimension scoring framework (functionality, UX, innovation, value for money, user feedback) sourced from official pricing pages, product changelogs, and independent reviews.",
    "The 13 search engines below are the ones that actually answer the question better than vanilla Google in 2026.",
    "| Perplexity | Daily-driver answer engine with citations and Pro Search |"
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://toolworthy.ai/blog/best-ai-search-engine",
   "title": "13 Best AI Search Engines 2026 \u2014 Perplexity, Kagi, Elicit & More",
   "published_at": "2026-04-25T00:00:00",
   "engine": "ChatGPT Search",
   "launch_year": "2024",
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "We evaluated 34 AI-driven search products across four real workflows \u2014 daily web search, deep research, academic literature, and developer/specialty queries \u2014 using a weighted 5-dimension scoring framework (functionality, UX, innovation, value for money, user feedback) sourced from official pricing pages, product changelogs, and independent reviews.",
    "| ChatGPT Search | Web search inside the broader ChatGPT productivity stack |",
    "The 13 tools split into three product shapes: general answer engines that want to replace Google for daily search (Perplexity, ChatGPT Search, Google AI Mode, Brave, Copilot, Kagi, DuckDuckGo, Felo), academic/research tools that target literature workflows (Elicit, Consensus, Undermind, OpenEvidence), and agentic search products that ship structured deliverables instead of result lists (Genspark)."
   ],
   "launch_year_evidence": [
    "We evaluated 34 AI-driven search products across four real workflows \u2014 daily web search, deep research, academic literature, and developer/specialty queries \u2014 using a weighted 5-dimension scoring framework (functionality, UX, innovation, value for money, user feedback) sourced from official pricing pages, product changelogs, and independent reviews.",
    "When OpenAI integrated web search directly into ChatGPT in late 2024, the value proposition changed from \"search\" to \"search + the rest of what ChatGPT does.\""
   ],
   "status_evidence": [
    "We evaluated 34 AI-driven search products across four real workflows \u2014 daily web search, deep research, academic literature, and developer/specialty queries \u2014 using a weighted 5-dimension scoring framework (functionality, UX, innovation, value for money, user feedback) sourced from official pricing pages, product changelogs, and independent reviews.",
    "The 13 search engines below are the ones that actually answer the question better than vanilla Google in 2026.",
    "| ChatGPT Search | Web search inside the broader ChatGPT productivity stack |"
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://toolworthy.ai/blog/best-ai-search-engine",
   "title": "13 Best AI Search Engines 2026 \u2014 Perplexity, Kagi, Elicit & More",
   "published_at": "2026-04-25T00:00:00",
   "engine": "Google AI Mode",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "We evaluated 34 AI-driven search products across four real workflows \u2014 daily web search, deep research, academic literature, and developer/specialty queries \u2014 using a weighted 5-dimension scoring framework (functionality, UX, innovation, value for money, user feedback) sourced from official pricing pages, product changelogs, and independent reviews.",
    "| Google AI Mode | AI answers backed by Google's live index and Deep Search |",
    "The 13 tools split into three product shapes: general answer engines that want to replace Google for daily search (Perplexity, ChatGPT Search, Google AI Mode, Brave, Copilot, Kagi, DuckDuckGo, Felo), academic/research tools that target literature workflows (Elicit, Consensus, Undermind, OpenEvidence), and agentic search products that ship structured deliverables instead of result lists (Genspark)."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "We evaluated 34 AI-driven search products across four real workflows \u2014 daily web search, deep research, academic literature, and developer/specialty queries \u2014 using a weighted 5-dimension scoring framework (functionality, UX, innovation, value for money, user feedback) sourced from official pricing pages, product changelogs, and independent reviews.",
    "The 13 search engines below are the ones that actually answer the question better than vanilla Google in 2026.",
    "| Google AI Mode | AI answers backed by Google's live index and Deep Search |"
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://toolworthy.ai/blog/best-ai-search-engine",
   "title": "13 Best AI Search Engines 2026 \u2014 Perplexity, Kagi, Elicit & More",
   "published_at": "2026-04-25T00:00:00",
   "engine": "Brave Search",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "We evaluated 34 AI-driven search products across four real workflows \u2014 daily web search, deep research, academic literature, and developer/specialty queries \u2014 using a weighted 5-dimension scoring framework (functionality, UX, innovation, value for money, user feedback) sourced from official pricing pages, product changelogs, and independent reviews.",
    "| Brave Search | Independent index, AI Answers, no tracking, low cost |",
    "The 13 tools split into three product shapes: general answer engines that want to replace Google for daily search (Perplexity, ChatGPT Search, Google AI Mode, Brave, Copilot, Kagi, DuckDuckGo, Felo), academic/research tools that target literature workflows (Elicit, Consensus, Undermind, OpenEvidence), and agentic search products that ship structured deliverables instead of result lists (Genspark)."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "We evaluated 34 AI-driven search products across four real workflows \u2014 daily web search, deep research, academic literature, and developer/specialty queries \u2014 using a weighted 5-dimension scoring framework (functionality, UX, innovation, value for money, user feedback) sourced from official pricing pages, product changelogs, and independent reviews.",
    "The 13 search engines below are the ones that actually answer the question better than vanilla Google in 2026.",
    "| Brave Search | Independent index, AI Answers, no tracking, low cost |"
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://toolworthy.ai/blog/best-ai-search-engine",
   "title": "13 Best AI Search Engines 2026 \u2014 Perplexity, Kagi, Elicit & More",
   "published_at": "2026-04-25T00:00:00",
   "engine": "Microsoft Copilot",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "We evaluated 34 AI-driven search products across four real workflows \u2014 daily web search, deep research, academic literature, and developer/specialty queries \u2014 using a weighted 5-dimension scoring framework (functionality, UX, innovation, value for money, user feedback) sourced from official pricing pages, product changelogs, and independent reviews.",
    "| Microsoft Copilot | AI search inside Edge, Office, and the Microsoft stack |",
    "The 13 tools split into three product shapes: general answer engines that want to replace Google for daily search (Perplexity, ChatGPT Search, Google AI Mode, Brave, Copilot, Kagi, DuckDuckGo, Felo), academic/research tools that target literature workflows (Elicit, Consensus, Undermind, OpenEvidence), and agentic search products that ship structured deliverables instead of result lists (Genspark)."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "We evaluated 34 AI-driven search products across four real workflows \u2014 daily web search, deep research, academic literature, and developer/specialty queries \u2014 using a weighted 5-dimension scoring framework (functionality, UX, innovation, value for money, user feedback) sourced from official pricing pages, product changelogs, and independent reviews.",
    "The 13 search engines below are the ones that actually answer the question better than vanilla Google in 2026.",
    "| Microsoft Copilot | AI search inside Edge, Office, and the Microsoft stack |"
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://toolworthy.ai/blog/best-ai-search-engine",
   "title": "13 Best AI Search Engines 2026 \u2014 Perplexity, Kagi, Elicit & More",
   "published_at": "2026-04-25T00:00:00",
   "engine": "Kagi",
   "launch_year": "2022",
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "We evaluated 34 AI-driven search products across four real workflows \u2014 daily web search, deep research, academic literature, and developer/specialty queries \u2014 using a weighted 5-dimension scoring framework (functionality, UX, innovation, value for money, user feedback) sourced from official pricing pages, product changelogs, and independent reviews.",
    "| Kagi | Paid ad-free search where you're the customer, not the product |",
    "The 13 tools split into three product shapes: general answer engines that want to replace Google for daily search (Perplexity, ChatGPT Search, Google AI Mode, Brave, Copilot, Kagi, DuckDuckGo, Felo), academic/research tools that target literature workflows (Elicit, Consensus, Undermind, OpenEvidence), and agentic search products that ship structured deliverables instead of result lists (Genspark)."
   ],
   "launch_year_evidence": [
    "We evaluated 34 AI-driven search products across four real workflows \u2014 daily web search, deep research, academic literature, and developer/specialty queries \u2014 using a weighted 5-dimension scoring framework (functionality, UX, innovation, value for money, user feedback) sourced from official pricing pages, product changelogs, and independent reviews.",
    "Kagi made an unfashionable bet in 2022: that there's a market of search users who'd rather pay for the product than be the product."
   ],
   "status_evidence": [
    "We evaluated 34 AI-driven search products across four real workflows \u2014 daily web search, deep research, academic literature, and developer/specialty queries \u2014 using a weighted 5-dimension scoring framework (functionality, UX, innovation, value for money, user feedback) sourced from official pricing pages, product changelogs, and independent reviews.",
    "The 13 search engines below are the ones that actually answer the question better than vanilla Google in 2026.",
    "| Kagi | Paid ad-free search where you're the customer, not the product |"
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://toolworthy.ai/blog/best-ai-search-engine",
   "title": "13 Best AI Search Engines 2026 \u2014 Perplexity, Kagi, Elicit & More",
   "published_at": "2026-04-25T00:00:00",
   "engine": "Elicit",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "We evaluated 34 AI-driven search products across four real workflows \u2014 daily web search, deep research, academic literature, and developer/specialty queries \u2014 using a weighted 5-dimension scoring framework (functionality, UX, innovation, value for money, user feedback) sourced from official pricing pages, product changelogs, and independent reviews.",
    "| Elicit | Academic literature search across 138M+ papers |",
    "The 13 tools split into three product shapes: general answer engines that want to replace Google for daily search (Perplexity, ChatGPT Search, Google AI Mode, Brave, Copilot, Kagi, DuckDuckGo, Felo), academic/research tools that target literature workflows (Elicit, Consensus, Undermind, OpenEvidence), and agentic search products that ship structured deliverables instead of result lists (Genspark)."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "We evaluated 34 AI-driven search products across four real workflows \u2014 daily web search, deep research, academic literature, and developer/specialty queries \u2014 using a weighted 5-dimension scoring framework (functionality, UX, innovation, value for money, user feedback) sourced from official pricing pages, product changelogs, and independent reviews.",
    "The 13 search engines below are the ones that actually answer the question better than vanilla Google in 2026.",
    "| Elicit | Academic literature search across 138M+ papers |"
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://toolworthy.ai/blog/best-ai-search-engine",
   "title": "13 Best AI Search Engines 2026 \u2014 Perplexity, Kagi, Elicit & More",
   "published_at": "2026-04-25T00:00:00",
   "engine": "Genspark",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "We evaluated 34 AI-driven search products across four real workflows \u2014 daily web search, deep research, academic literature, and developer/specialty queries \u2014 using a weighted 5-dimension scoring framework (functionality, UX, innovation, value for money, user feedback) sourced from official pricing pages, product changelogs, and independent reviews.",
    "| Genspark | Agentic Search that ships Sparkpages instead of result lists |",
    "The 13 tools split into three product shapes: general answer engines that want to replace Google for daily search (Perplexity, ChatGPT Search, Google AI Mode, Brave, Copilot, Kagi, DuckDuckGo, Felo), academic/research tools that target literature workflows (Elicit, Consensus, Undermind, OpenEvidence), and agentic search products that ship structured deliverables instead of result lists (Genspark)."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "We evaluated 34 AI-driven search products across four real workflows \u2014 daily web search, deep research, academic literature, and developer/specialty queries \u2014 using a weighted 5-dimension scoring framework (functionality, UX, innovation, value for money, user feedback) sourced from official pricing pages, product changelogs, and independent reviews.",
    "The 13 search engines below are the ones that actually answer the question better than vanilla Google in 2026.",
    "| Genspark | Agentic Search that ships Sparkpages instead of result lists |"
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://toolworthy.ai/blog/best-ai-search-engine",
   "title": "13 Best AI Search Engines 2026 \u2014 Perplexity, Kagi, Elicit & More",
   "published_at": "2026-04-25T00:00:00",
   "engine": "Consensus",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "We evaluated 34 AI-driven search products across four real workflows \u2014 daily web search, deep research, academic literature, and developer/specialty queries \u2014 using a weighted 5-dimension scoring framework (functionality, UX, innovation, value for money, user feedback) sourced from official pricing pages, product changelogs, and independent reviews.",
    "| Consensus | Evidence-based answers from peer-reviewed scientific papers |",
    "The 13 tools split into three product shapes: general answer engines that want to replace Google for daily search (Perplexity, ChatGPT Search, Google AI Mode, Brave, Copilot, Kagi, DuckDuckGo, Felo), academic/research tools that target literature workflows (Elicit, Consensus, Undermind, OpenEvidence), and agentic search products that ship structured deliverables instead of result lists (Genspark)."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "We evaluated 34 AI-driven search products across four real workflows \u2014 daily web search, deep research, academic literature, and developer/specialty queries \u2014 using a weighted 5-dimension scoring framework (functionality, UX, innovation, value for money, user feedback) sourced from official pricing pages, product changelogs, and independent reviews.",
    "The 13 search engines below are the ones that actually answer the question better than vanilla Google in 2026.",
    "| Consensus | Evidence-based answers from peer-reviewed scientific papers |"
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://toolworthy.ai/blog/best-ai-search-engine",
   "title": "13 Best AI Search Engines 2026 \u2014 Perplexity, Kagi, Elicit & More",
   "published_at": "2026-04-25T00:00:00",
   "engine": "Undermind",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "We evaluated 34 AI-driven search products across four real workflows \u2014 daily web search, deep research, academic literature, and developer/specialty queries \u2014 using a weighted 5-dimension scoring framework (functionality, UX, innovation, value for money, user feedback) sourced from official pricing pages, product changelogs, and independent reviews.",
    "| Undermind | AI co-researcher for citation-chained academic discovery |",
    "The 13 tools split into three product shapes: general answer engines that want to replace Google for daily search (Perplexity, ChatGPT Search, Google AI Mode, Brave, Copilot, Kagi, DuckDuckGo, Felo), academic/research tools that target literature workflows (Elicit, Consensus, Undermind, OpenEvidence), and agentic search products that ship structured deliverables instead of result lists (Genspark)."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "We evaluated 34 AI-driven search products across four real workflows \u2014 daily web search, deep research, academic literature, and developer/specialty queries \u2014 using a weighted 5-dimension scoring framework (functionality, UX, innovation, value for money, user feedback) sourced from official pricing pages, product changelogs, and independent reviews.",
    "The 13 search engines below are the ones that actually answer the question better than vanilla Google in 2026.",
    "| Undermind | AI co-researcher for citation-chained academic discovery |"
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://toolworthy.ai/blog/best-ai-search-engine",
   "title": "13 Best AI Search Engines 2026 \u2014 Perplexity, Kagi, Elicit & More",
   "published_at": "2026-04-25T00:00:00",
   "engine": "OpenEvidence",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "We evaluated 34 AI-driven search products across four real workflows \u2014 daily web search, deep research, academic literature, and developer/specialty queries \u2014 using a weighted 5-dimension scoring framework (functionality, UX, innovation, value for money, user feedback) sourced from official pricing pages, product changelogs, and independent reviews.",
    "| OpenEvidence | Clinical-grade medical answer engine for licensed providers |",
    "The 13 tools split into three product shapes: general answer engines that want to replace Google for daily search (Perplexity, ChatGPT Search, Google AI Mode, Brave, Copilot, Kagi, DuckDuckGo, Felo), academic/research tools that target literature workflows (Elicit, Consensus, Undermind, OpenEvidence), and agentic search products that ship structured deliverables instead of result lists (Genspark)."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "We evaluated 34 AI-driven search products across four real workflows \u2014 daily web search, deep research, academic literature, and developer/specialty queries \u2014 using a weighted 5-dimension scoring framework (functionality, UX, innovation, value for money, user feedback) sourced from official pricing pages, product changelogs, and independent reviews.",
    "The 13 search engines below are the ones that actually answer the question better than vanilla Google in 2026.",
    "| OpenEvidence | Clinical-grade medical answer engine for licensed providers |"
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://toolworthy.ai/blog/best-ai-search-engine",
   "title": "13 Best AI Search Engines 2026 \u2014 Perplexity, Kagi, Elicit & More",
   "published_at": "2026-04-25T00:00:00",
   "engine": "DuckDuckGo Search Assist",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "We evaluated 34 AI-driven search products across four real workflows \u2014 daily web search, deep research, academic literature, and developer/specialty queries \u2014 using a weighted 5-dimension scoring framework (functionality, UX, innovation, value for money, user feedback) sourced from official pricing pages, product changelogs, and independent reviews.",
    "| DuckDuckGo Search Assist | Privacy-first AI search and anonymized chat |",
    "The 13 tools split into three product shapes: general answer engines that want to replace Google for daily search (Perplexity, ChatGPT Search, Google AI Mode, Brave, Copilot, Kagi, DuckDuckGo, Felo), academic/research tools that target literature workflows (Elicit, Consensus, Undermind, OpenEvidence), and agentic search products that ship structured deliverables instead of result lists (Genspark)."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "We evaluated 34 AI-driven search products across four real workflows \u2014 daily web search, deep research, academic literature, and developer/specialty queries \u2014 using a weighted 5-dimension scoring framework (functionality, UX, innovation, value for money, user feedback) sourced from official pricing pages, product changelogs, and independent reviews.",
    "The 13 search engines below are the ones that actually answer the question better than vanilla Google in 2026.",
    "| DuckDuckGo Search Assist | Privacy-first AI search and anonymized chat |"
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://toolworthy.ai/blog/best-ai-search-engine",
   "title": "13 Best AI Search Engines 2026 \u2014 Perplexity, Kagi, Elicit & More",
   "published_at": "2026-04-25T00:00:00",
   "engine": "Felo",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "We evaluated 34 AI-driven search products across four real workflows \u2014 daily web search, deep research, academic literature, and developer/specialty queries \u2014 using a weighted 5-dimension scoring framework (functionality, UX, innovation, value for money, user feedback) sourced from official pricing pages, product changelogs, and independent reviews.",
    "| Felo | Multilingual answer engine that exports PPTs and mind maps |",
    "The 13 tools split into three product shapes: general answer engines that want to replace Google for daily search (Perplexity, ChatGPT Search, Google AI Mode, Brave, Copilot, Kagi, DuckDuckGo, Felo), academic/research tools that target literature workflows (Elicit, Consensus, Undermind, OpenEvidence), and agentic search products that ship structured deliverables instead of result lists (Genspark)."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "We evaluated 34 AI-driven search products across four real workflows \u2014 daily web search, deep research, academic literature, and developer/specialty queries \u2014 using a weighted 5-dimension scoring framework (functionality, UX, innovation, value for money, user feedback) sourced from official pricing pages, product changelogs, and independent reviews.",
    "The 13 search engines below are the ones that actually answer the question better than vanilla Google in 2026.",
    "| Felo | Multilingual answer engine that exports PPTs and mind maps |"
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://futureagi.com/blog/free-ai-search-engines",
   "title": "Best Free AI Search Engines 2026: Top 7 Ranked & Compared",
   "published_at": "2025-01-07T00:00:00",
   "engine": "Perplexity AI",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "Guides",
    "# Best Free AI Search Engines 2026: 7 Tools Ranked & Compared",
    "Ranked: 7 best free AI search engines for August 2026. Perplexity, ChatGPT Search, Google AI Mode, Brave AI, Andi, Duck.ai and You.com compared.",
    "### 1. Perplexity AI (Free)",
    "Perplexity is the default recommendation for general research in 2026."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "Guides",
    "# Best Free AI Search Engines 2026: 7 Tools Ranked & Compared",
    "Ranked: 7 best free AI search engines for August 2026. Perplexity, ChatGPT Search, Google AI Mode, Brave AI, Andi, Duck.ai and You.com compared.",
    "Out of dozens of 2024-era launches, seven free options are worth a serious look in August 2026.",
    "### 1. Perplexity AI (Free)",
    "Perplexity is the default recommendation for general research in 2026."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://futureagi.com/blog/free-ai-search-engines",
   "title": "Best Free AI Search Engines 2026: Top 7 Ranked & Compared",
   "published_at": "2025-01-07T00:00:00",
   "engine": "ChatGPT Search",
   "launch_year": "2024",
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "Guides",
    "# Best Free AI Search Engines 2026: 7 Tools Ranked & Compared",
    "Ranked: 7 best free AI search engines for August 2026. Perplexity, ChatGPT Search, Google AI Mode, Brave AI, Andi, Duck.ai and You.com compared.",
    "### 2. ChatGPT Search (Free)",
    "OpenAI made search free for logged-in ChatGPT users in late 2024."
   ],
   "launch_year_evidence": [
    "Guides",
    "# Best Free AI Search Engines 2026: 7 Tools Ranked & Compared",
    "### 2. ChatGPT Search (Free)",
    "OpenAI made search free for logged-in ChatGPT users in late 2024."
   ],
   "status_evidence": [
    "Guides",
    "# Best Free AI Search Engines 2026: 7 Tools Ranked & Compared",
    "Ranked: 7 best free AI search engines for August 2026. Perplexity, ChatGPT Search, Google AI Mode, Brave AI, Andi, Duck.ai and You.com compared.",
    "### 2. ChatGPT Search (Free)",
    "In 2026 it remains the second-best general option, particularly if you already live inside ChatGPT for other tasks."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://futureagi.com/blog/free-ai-search-engines",
   "title": "Best Free AI Search Engines 2026: Top 7 Ranked & Compared",
   "published_at": "2025-01-07T00:00:00",
   "engine": "Google AI Mode",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "Guides",
    "# Best Free AI Search Engines 2026: 7 Tools Ranked & Compared",
    "Ranked: 7 best free AI search engines for August 2026. Perplexity, ChatGPT Search, Google AI Mode, Brave AI, Andi, Duck.ai and You.com compared.",
    "### 3. Google AI Mode",
    "The largest free AI search product in the world, and the one this list previously ignored."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "Guides",
    "# Best Free AI Search Engines 2026: 7 Tools Ranked & Compared",
    "Ranked: 7 best free AI search engines for August 2026. Perplexity, ChatGPT Search, Google AI Mode, Brave AI, Andi, Duck.ai and You.com compared.",
    "### 3. Google AI Mode",
    "The largest free AI search product in the world, and the one this list previously ignored."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://futureagi.com/blog/free-ai-search-engines",
   "title": "Best Free AI Search Engines 2026: Top 7 Ranked & Compared",
   "published_at": "2025-01-07T00:00:00",
   "engine": "Brave Search AI Answers",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "Guides",
    "# Best Free AI Search Engines 2026: 7 Tools Ranked & Compared",
    "Ranked: 7 best free AI search engines for August 2026. Perplexity, ChatGPT Search, Google AI Mode, Brave AI, Andi, Duck.ai and You.com compared.",
    "### 4. Brave Search AI Answers",
    "Brave runs its own independent web index, which makes it the strongest privacy-first free option."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "Guides",
    "# Best Free AI Search Engines 2026: 7 Tools Ranked & Compared",
    "Ranked: 7 best free AI search engines for August 2026. Perplexity, ChatGPT Search, Google AI Mode, Brave AI, Andi, Duck.ai and You.com compared.",
    "### 4. Brave Search AI Answers",
    "Brave runs its own independent web index, which makes it the strongest privacy-first free option."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://futureagi.com/blog/free-ai-search-engines",
   "title": "Best Free AI Search Engines 2026: Top 7 Ranked & Compared",
   "published_at": "2025-01-07T00:00:00",
   "engine": "Andi Search",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "Guides",
    "# Best Free AI Search Engines 2026: 7 Tools Ranked & Compared",
    "Ranked: 7 best free AI search engines for August 2026. Perplexity, ChatGPT Search, Google AI Mode, Brave AI, Andi, Duck.ai and You.com compared.",
    "### 5. Andi Search",
    "Andi is a small, well-designed AI search engine with a visual chat-style interface."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "Guides",
    "# Best Free AI Search Engines 2026: 7 Tools Ranked & Compared",
    "Ranked: 7 best free AI search engines for August 2026. Perplexity, ChatGPT Search, Google AI Mode, Brave AI, Andi, Duck.ai and You.com compared.",
    "### 5. Andi Search",
    "Andi is a small, well-designed AI search engine with a visual chat-style interface."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://futureagi.com/blog/free-ai-search-engines",
   "title": "Best Free AI Search Engines 2026: Top 7 Ranked & Compared",
   "published_at": "2025-01-07T00:00:00",
   "engine": "Duck.ai",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "Guides",
    "# Best Free AI Search Engines 2026: 7 Tools Ranked & Compared",
    "Ranked: 7 best free AI search engines for August 2026. Perplexity, ChatGPT Search, Google AI Mode, Brave AI, Andi, Duck.ai and You.com compared.",
    "### 6. Duck.ai (DuckDuckGo)",
    "Duck.ai takes the slot this list used to give Kagi, and it is the honest privacy pick because it is actually free."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "Guides",
    "# Best Free AI Search Engines 2026: 7 Tools Ranked & Compared",
    "Ranked: 7 best free AI search engines for August 2026. Perplexity, ChatGPT Search, Google AI Mode, Brave AI, Andi, Duck.ai and You.com compared.",
    "### 6. Duck.ai (DuckDuckGo)",
    "Duck.ai takes the slot this list used to give Kagi, and it is the honest privacy pick because it is actually free."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://futureagi.com/blog/free-ai-search-engines",
   "title": "Best Free AI Search Engines 2026: Top 7 Ranked & Compared",
   "published_at": "2025-01-07T00:00:00",
   "engine": "You.com",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "Guides",
    "# Best Free AI Search Engines 2026: 7 Tools Ranked & Compared",
    "Ranked: 7 best free AI search engines for August 2026. Perplexity, ChatGPT Search, Google AI Mode, Brave AI, Andi, Duck.ai and You.com compared.",
    "### 7. You.com (Free)",
    "You.com leans into model-switching."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "Guides",
    "# Best Free AI Search Engines 2026: 7 Tools Ranked & Compared",
    "Ranked: 7 best free AI search engines for August 2026. Perplexity, ChatGPT Search, Google AI Mode, Brave AI, Andi, Duck.ai and You.com compared.",
    "### 7. You.com (Free)",
    "The consumer product still works and is still free to try; it is simply no longer the company\u2019s main event."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://futureagi.com/blog/free-ai-search-engines",
   "title": "Best Free AI Search Engines 2026: Top 7 Ranked & Compared",
   "published_at": "2025-01-07T00:00:00",
   "engine": "Phind",
   "launch_year": null,
   "status": "discontinued",
   "region": null,
   "category": null,
   "engine_evidence": [
    "Guides",
    "# Best Free AI Search Engines 2026: 7 Tools Ranked & Compared",
    "Phind, the developer favourite, shut down in January.",
    "**Phind shut down on 16 January 2026.**"
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "Guides",
    "# Best Free AI Search Engines 2026: 7 Tools Ranked & Compared",
    "Phind, the developer favourite, shut down in January.",
    "**Phind shut down on 16 January 2026.**"
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://toolchase.com/blog/best-ai-search-engines-2026",
   "title": "Best AI Search Engines in 2026: Perplexity, ChatGPT Search, and More",
   "published_at": "2026-04-05T00:00:00",
   "engine": "Perplexity",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": "AI search",
   "engine_evidence": [
    "# Best AI Search Engines in 2026: Perplexity, ChatGPT Search, and More",
    "Top picks: Perplexity, ChatGPT Search, Gemini.",
    "### 1. [Perplexity](/tool/perplexity/), best overall AI search"
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "# Best AI Search Engines in 2026: Perplexity, ChatGPT Search, and More",
    "This guide tests and ranks the eight best AI search engines of 2026 on answer accuracy, citation quality, and the use cases each one wins.",
    "### 1. [Perplexity](/tool/perplexity/), best overall AI search"
   ],
   "region_evidence": null,
   "category_evidence": [
    "# Best AI Search Engines in 2026: Perplexity, ChatGPT Search, and More",
    "This guide tests and ranks the eight best AI search engines of 2026 on answer accuracy, citation quality, and the use cases each one wins.",
    "### 1. [Perplexity](/tool/perplexity/), best overall AI search"
   ]
  },
  {
   "url": "https://toolchase.com/blog/best-ai-search-engines-2026",
   "title": "Best AI Search Engines in 2026: Perplexity, ChatGPT Search, and More",
   "published_at": "2026-04-05T00:00:00",
   "engine": "ChatGPT Search",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": "AI search",
   "engine_evidence": [
    "# Best AI Search Engines in 2026: Perplexity, ChatGPT Search, and More",
    "Top picks: Perplexity, ChatGPT Search, Gemini."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "# Best AI Search Engines in 2026: Perplexity, ChatGPT Search, and More",
    "This guide tests and ranks the eight best AI search engines of 2026 on answer accuracy, citation quality, and the use cases each one wins."
   ],
   "region_evidence": null,
   "category_evidence": [
    "# Best AI Search Engines in 2026: Perplexity, ChatGPT Search, and More",
    "This guide tests and ranks the eight best AI search engines of 2026 on answer accuracy, citation quality, and the use cases each one wins."
   ]
  },
  {
   "url": "https://toolchase.com/blog/best-ai-search-engines-2026",
   "title": "Best AI Search Engines in 2026: Perplexity, ChatGPT Search, and More",
   "published_at": "2026-04-05T00:00:00",
   "engine": "Google Gemini",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": "AI search",
   "engine_evidence": [
    "# Best AI Search Engines in 2026: Perplexity, ChatGPT Search, and More",
    "Top picks: Perplexity, ChatGPT Search, Gemini.",
    "### 3. [Google Gemini](/tool/gemini/) and AI Mode, lowest friction"
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "# Best AI Search Engines in 2026: Perplexity, ChatGPT Search, and More",
    "This guide tests and ranks the eight best AI search engines of 2026 on answer accuracy, citation quality, and the use cases each one wins.",
    "### 3. [Google Gemini](/tool/gemini/) and AI Mode, lowest friction"
   ],
   "region_evidence": null,
   "category_evidence": [
    "# Best AI Search Engines in 2026: Perplexity, ChatGPT Search, and More",
    "This guide tests and ranks the eight best AI search engines of 2026 on answer accuracy, citation quality, and the use cases each one wins.",
    "### 3. [Google Gemini](/tool/gemini/) and AI Mode, lowest friction"
   ]
  },
  {
   "url": "https://toolchase.com/blog/best-ai-search-engines-2026",
   "title": "Best AI Search Engines in 2026: Perplexity, ChatGPT Search, and More",
   "published_at": "2026-04-05T00:00:00",
   "engine": "You.com",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": "AI search",
   "engine_evidence": [
    "# Best AI Search Engines in 2026: Perplexity, ChatGPT Search, and More",
    "This guide tests and ranks the eight best AI search engines of 2026 on answer accuracy, citation quality, and the use cases each one wins.",
    "### 4. [You.com](/tool/you-com/), best customizable search"
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "# Best AI Search Engines in 2026: Perplexity, ChatGPT Search, and More",
    "This guide tests and ranks the eight best AI search engines of 2026 on answer accuracy, citation quality, and the use cases each one wins.",
    "### 4. [You.com](/tool/you-com/), best customizable search"
   ],
   "region_evidence": null,
   "category_evidence": [
    "# Best AI Search Engines in 2026: Perplexity, ChatGPT Search, and More",
    "This guide tests and ranks the eight best AI search engines of 2026 on answer accuracy, citation quality, and the use cases each one wins.",
    "### 4. [You.com](/tool/you-com/), best customizable search"
   ]
  },
  {
   "url": "https://toolchase.com/blog/best-ai-search-engines-2026",
   "title": "Best AI Search Engines in 2026: Perplexity, ChatGPT Search, and More",
   "published_at": "2026-04-05T00:00:00",
   "engine": "Andi",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": "AI search",
   "engine_evidence": [
    "# Best AI Search Engines in 2026: Perplexity, ChatGPT Search, and More",
    "This guide tests and ranks the eight best AI search engines of 2026 on answer accuracy, citation quality, and the use cases each one wins.",
    "### 5. [Andi](/tool/andi-search/), best ad-free, privacy-first AI search"
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "# Best AI Search Engines in 2026: Perplexity, ChatGPT Search, and More",
    "This guide tests and ranks the eight best AI search engines of 2026 on answer accuracy, citation quality, and the use cases each one wins.",
    "### 5. [Andi](/tool/andi-search/), best ad-free, privacy-first AI search"
   ],
   "region_evidence": null,
   "category_evidence": [
    "# Best AI Search Engines in 2026: Perplexity, ChatGPT Search, and More",
    "This guide tests and ranks the eight best AI search engines of 2026 on answer accuracy, citation quality, and the use cases each one wins.",
    "### 5. [Andi](/tool/andi-search/), best ad-free, privacy-first AI search"
   ]
  },
  {
   "url": "https://toolchase.com/blog/best-ai-search-engines-2026",
   "title": "Best AI Search Engines in 2026: Perplexity, ChatGPT Search, and More",
   "published_at": "2026-04-05T00:00:00",
   "engine": "Phind",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": "AI search",
   "engine_evidence": [
    "# Best AI Search Engines in 2026: Perplexity, ChatGPT Search, and More",
    "This guide tests and ranks the eight best AI search engines of 2026 on answer accuracy, citation quality, and the use cases each one wins.",
    "### 6. [Phind](/tool/phind/), best AI search for developers"
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "# Best AI Search Engines in 2026: Perplexity, ChatGPT Search, and More",
    "This guide tests and ranks the eight best AI search engines of 2026 on answer accuracy, citation quality, and the use cases each one wins.",
    "### 6. [Phind](/tool/phind/), best AI search for developers"
   ],
   "region_evidence": null,
   "category_evidence": [
    "# Best AI Search Engines in 2026: Perplexity, ChatGPT Search, and More",
    "This guide tests and ranks the eight best AI search engines of 2026 on answer accuracy, citation quality, and the use cases each one wins.",
    "### 6. [Phind](/tool/phind/), best AI search for developers"
   ]
  },
  {
   "url": "https://toolchase.com/blog/best-ai-search-engines-2026",
   "title": "Best AI Search Engines in 2026: Perplexity, ChatGPT Search, and More",
   "published_at": "2026-04-05T00:00:00",
   "engine": "Genspark",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": "AI search",
   "engine_evidence": [
    "# Best AI Search Engines in 2026: Perplexity, ChatGPT Search, and More",
    "This guide tests and ranks the eight best AI search engines of 2026 on answer accuracy, citation quality, and the use cases each one wins.",
    "### 7. [Genspark](/tool/genspark/), best agentic deep research"
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "# Best AI Search Engines in 2026: Perplexity, ChatGPT Search, and More",
    "This guide tests and ranks the eight best AI search engines of 2026 on answer accuracy, citation quality, and the use cases each one wins.",
    "### 7. [Genspark](/tool/genspark/), best agentic deep research"
   ],
   "region_evidence": null,
   "category_evidence": [
    "# Best AI Search Engines in 2026: Perplexity, ChatGPT Search, and More",
    "This guide tests and ranks the eight best AI search engines of 2026 on answer accuracy, citation quality, and the use cases each one wins.",
    "### 7. [Genspark](/tool/genspark/), best agentic deep research"
   ]
  },
  {
   "url": "https://toolchase.com/blog/best-ai-search-engines-2026",
   "title": "Best AI Search Engines in 2026: Perplexity, ChatGPT Search, and More",
   "published_at": "2026-04-05T00:00:00",
   "engine": "Grok",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": "AI search",
   "engine_evidence": [
    "# Best AI Search Engines in 2026: Perplexity, ChatGPT Search, and More",
    "This guide tests and ranks the eight best AI search engines of 2026 on answer accuracy, citation quality, and the use cases each one wins.",
    "### 8. [Grok](/tool/grok/), best for real-time social signal"
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "# Best AI Search Engines in 2026: Perplexity, ChatGPT Search, and More",
    "This guide tests and ranks the eight best AI search engines of 2026 on answer accuracy, citation quality, and the use cases each one wins.",
    "### 8. [Grok](/tool/grok/), best for real-time social signal"
   ],
   "region_evidence": null,
   "category_evidence": [
    "# Best AI Search Engines in 2026: Perplexity, ChatGPT Search, and More",
    "This guide tests and ranks the eight best AI search engines of 2026 on answer accuracy, citation quality, and the use cases each one wins.",
    "### 8. [Grok](/tool/grok/), best for real-time social signal"
   ]
  },
  {
   "url": "https://dageno.ai/blog/ai-search-engines",
   "title": "Best AI Search Engines in 2026",
   "published_at": "2026-06-16T02:31:15",
   "engine": "ChatGPT Search",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "# Best AI Search Engines in 2026: How to Choose, Compare, and Optimize for AI Answers",
    "## Best AI Search Engines Comparison Table",
    "| ChatGPT Search | Conversational search and general discovery | Natural conversation, follow-up context, web sources | Brand may be mentioned without being cited | Track mentions, citations, and answer framing |"
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://dageno.ai/blog/ai-search-engines",
   "title": "Best AI Search Engines in 2026",
   "published_at": "2026-06-16T02:31:15",
   "engine": "Perplexity",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "# Best AI Search Engines in 2026: How to Choose, Compare, and Optimize for AI Answers",
    "## Best AI Search Engines Comparison Table",
    "| Perplexity | Research and citation-heavy answers | Strong source-forward answer format | Competitors may dominate cited sources | Improve source authority and citation readiness |"
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://dageno.ai/blog/ai-search-engines",
   "title": "Best AI Search Engines in 2026",
   "published_at": "2026-06-16T02:31:15",
   "engine": "Google AI Mode",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "# Best AI Search Engines in 2026: How to Choose, Compare, and Optimize for AI Answers",
    "## Best AI Search Engines Comparison Table",
    "| Google AI Mode | Google-native AI search | Deep Google ecosystem integration and complex query handling | AI answers may differ from classic rankings | Track query fan-out and cited URLs |"
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://dageno.ai/blog/ai-search-engines",
   "title": "Best AI Search Engines in 2026",
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   "url": "https://dageno.ai/blog/ai-search-engines",
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    "## Best AI Search Engines Comparison Table",
    "| [You.com](http://You.com) | Power users and multi-model search | Customizable modes and model flexibility | Visibility can vary by selected mode | Track prompt clusters by use case |"
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   "url": "https://dageno.ai/blog/ai-search-engines",
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    "## Best AI Search Engines Comparison Table",
    "| Arc Search | Mobile AI browsing | Automated page browsing and summarized results | Brand pages may be summarized without direct traffic | Make pages concise and extractable |"
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   "url": "https://dageno.ai/blog/ai-search-engines",
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    "## Best AI Search Engines Comparison Table",
    "| [Duck.ai](http://Duck.ai) | Private AI chat | Privacy-first AI access | Less suitable for public web ranking analysis | Use for user privacy, not primary GEO tracking |"
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   "url": "https://dageno.ai/blog/ai-search-engines",
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    "## Best AI Search Engines Comparison Table",
    "| Wolfram Alpha | Math, science, and computation | Structured computational knowledge | Not a general brand discovery engine | Useful for factual and quantitative topics |"
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   "url": "https://dageno.ai/blog/ai-search-engines",
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   "url": "https://dageno.ai/blog/ai-search-engines",
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    "## Best AI Search Engines Comparison Table",
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   "url": "https://dageno.ai/en/blog/ai-search-engines",
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  {
   "url": "https://dageno.ai/en/blog/ai-search-engines",
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    "The best AI search engines in 2026 are ChatGPT Search, Perplexity, Google AI Mode, Microsoft Copilot, Grok, Brave Search, Phind, [You.com](http://You.com), Arc Search, [Duck.ai](http://Duck.ai), Wolfram Alpha, Komo AI, and Andi Search, depending on the user\u2019s research need.",
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    "The best AI search engines in 2026 are ChatGPT Search, Perplexity, Google AI Mode, Microsoft Copilot, Grok, Brave Search, Phind, [You.com](http://You.com), Arc Search, [Duck.ai](http://Duck.ai), Wolfram Alpha, Komo AI, and Andi Search, depending on the user\u2019s research need."
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   "category_evidence": null
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  {
   "url": "https://dageno.ai/en/blog/ai-search-engines",
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    "The best AI search engines in 2026 are ChatGPT Search, Perplexity, Google AI Mode, Microsoft Copilot, Grok, Brave Search, Phind, [You.com](http://You.com), Arc Search, [Duck.ai](http://Duck.ai), Wolfram Alpha, Komo AI, and Andi Search, depending on the user\u2019s research need.",
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    "The best AI search engines in 2026 are ChatGPT Search, Perplexity, Google AI Mode, Microsoft Copilot, Grok, Brave Search, Phind, [You.com](http://You.com), Arc Search, [Duck.ai](http://Duck.ai), Wolfram Alpha, Komo AI, and Andi Search, depending on the user\u2019s research need."
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   "category_evidence": null
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  {
   "url": "https://dageno.ai/en/blog/ai-search-engines",
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    "The best AI search engines in 2026 are ChatGPT Search, Perplexity, Google AI Mode, Microsoft Copilot, Grok, Brave Search, Phind, [You.com](http://You.com), Arc Search, [Duck.ai](http://Duck.ai), Wolfram Alpha, Komo AI, and Andi Search, depending on the user\u2019s research need."
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   "category_evidence": null
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  {
   "url": "https://dageno.ai/en/blog/ai-search-engines",
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   "url": "https://dageno.ai/en/blog/ai-search-engines",
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    "Arc Search is one of the best AI search experiences for mobile users who want browsing and summarization combined."
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   "url": "https://dageno.ai/en/blog/ai-search-engines",
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    "The best AI search engines in 2026 are ChatGPT Search, Perplexity, Google AI Mode, Microsoft Copilot, Grok, Brave Search, Phind, [You.com](http://You.com), Arc Search, [Duck.ai](http://Duck.ai), Wolfram Alpha, Komo AI, and Andi Search, depending on the user\u2019s research need."
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   "url": "https://dageno.ai/en/blog/ai-search-engines",
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    "Wolfram Alpha",
    "Wolfram Alpha is the best AI-adjacent search engine for computation, mathematics, science, and structured factual queries."
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    "The best AI search engines in 2026 are ChatGPT Search, Perplexity, Google AI Mode, Microsoft Copilot, Grok, Brave Search, Phind, [You.com](http://You.com), Arc Search, [Duck.ai](http://Duck.ai), Wolfram Alpha, Komo AI, and Andi Search, depending on the user\u2019s research need."
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  {
   "url": "https://dageno.ai/en/blog/ai-search-engines",
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    "Komo AI",
    "Komo AI and Andi Search are useful AI search engines for users who want alternative interfaces, visual discovery, or conversational fact-finding."
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  {
   "url": "https://dageno.ai/en/blog/ai-search-engines",
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    "The best AI search engines in 2026 are ChatGPT Search, Perplexity, Google AI Mode, Microsoft Copilot, Grok, Brave Search, Phind, [You.com](http://You.com), Arc Search, [Duck.ai](http://Duck.ai), Wolfram Alpha, Komo AI, and Andi Search, depending on the user\u2019s research need.",
    "Andi Search",
    "Komo AI and Andi Search are useful AI search engines for users who want alternative interfaces, visual discovery, or conversational fact-finding."
   ],
   "launch_year_evidence": null,
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    "# Best AI Search Engines in 2026: How to Choose, Compare, and Optimize for AI Answers",
    "The best AI search engines in 2026 are ChatGPT Search, Perplexity, Google AI Mode, Microsoft Copilot, Grok, Brave Search, Phind, [You.com](http://You.com), Arc Search, [Duck.ai](http://Duck.ai), Wolfram Alpha, Komo AI, and Andi Search, depending on the user\u2019s research need."
   ],
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  },
  {
   "url": "https://basicsof.ai/article/ai-search-and-answer-engines",
   "title": "AI Search and Answer Engines",
   "published_at": "2026-06-07T23:22:34",
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    "# AI Search and Answer Engines",
    "The main ones are Google AI Overviews and AI Mode, Perplexity, ChatGPT search, and Microsoft Copilot, and underneath they all use retrieval (RAG) to ground the answer in live pages.",
    "**Google AI Overviews** is the summary box."
   ],
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    "# AI Search and Answer Engines",
    "It launched to all US users on May 14, 2024, rebranded from the earlier Search Generative Experience, placing an AI-written summary above the normal blue links."
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    "# AI Search and Answer Engines",
    "Google's AI Overviews reached over 2 billion monthly users by early 2026, up from 1.5 billion in mid-2025, across more than 200 countries and over 40 languages."
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   "url": "https://basicsof.ai/article/ai-search-and-answer-engines",
   "title": "AI Search and Answer Engines",
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    "The main ones are Google AI Overviews and AI Mode, Perplexity, ChatGPT search, and Microsoft Copilot, and underneath they all use retrieval (RAG) to ground the answer in live pages.",
    "**Google AI Mode** is a separate, fuller experience, a chat-style Gemini search you enter deliberately."
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    "It launched in the US in 2025 and passed 1 billion monthly users within about a year."
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   "title": "AI Search and Answer Engines",
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   "url": "https://basicsof.ai/article/ai-search-and-answer-engines",
   "title": "AI Search and Answer Engines",
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   "url": "https://basicsof.ai/article/ai-search-and-answer-engines",
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    "| 3 | General Web Search | Andi Search | Privacy-focused AI search | [https://andisearch.com](https://andisearch.com/) |"
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    "| 4 | General Web Search | Exa (Formerly Metaphor) | AI-native search API | [https://exa.ai](https://exa.ai/) |"
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    "| 5 | General Web Search | Infinity Search | AI-enhanced metasearch | [https://infinitysearch.co](https://infinitysearch.co/) |"
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   "title": "Stop Googling: 100+ Insane AI Search Tools For Research \u2013 Info With Ai 100+ Ai Tools",
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    "| 6 | General Web Search | Waldo | Visual search engine | [https://www.waldo.vision](https://www.waldo.vision/) |"
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    "| 7 | General Web Search | Search Labs | Google\u2019s AI search experiments | [https://labs.google/search](https://labs.google/search) |"
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    "| 8 | General Web Search | Bing AI | Microsoft\u2019s AI-powered search | [https://www.bing.com/new](https://www.bing.com/new) |"
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   "category_evidence": null
  },
  {
   "url": "https://perplexityaimagazine.com/ai-tools/ai-powered-search-engines-list-2026",
   "title": "AI Powered Search Engines List 2026: 13 Picks",
   "published_at": "2026-07-02T17:52:00",
   "engine": "Brave Search",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "## Executive Summary",
    "Perplexity AI, ChatGPT Search, Google AI Mode, Bing AI, and Brave Search now define the mainstream AI search layer, but each rewards a different trust habit.",
    "| Brave Search | Private web search and API grounding | Free consumer search, metered API | Strong for API and independent index use | Smaller ecosystem than Google or Microsoft |"
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
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  {
   "url": "https://perplexityaimagazine.com/ai-tools/ai-powered-search-engines-list-2026",
   "title": "AI Powered Search Engines List 2026: 13 Picks",
   "published_at": "2026-07-02T17:52:00",
   "engine": "Semantic Scholar",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "## Executive Summary",
    "Academic research remains a separate category because Semantic Scholar and Scite.ai answer evidence questions that general AI engines still blur.",
    "| Semantic Scholar | Academic literature discovery | Free public search and API key option | Excellent for paper metadata | Not a full general web search engine |"
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://perplexityaimagazine.com/ai-tools/ai-powered-search-engines-list-2026",
   "title": "AI Powered Search Engines List 2026: 13 Picks",
   "published_at": "2026-07-02T17:52:00",
   "engine": "Scite.ai",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "## Executive Summary",
    "Academic research remains a separate category because Semantic Scholar and Scite.ai answer evidence questions that general AI engines still blur.",
    "| Scite.ai | Citation context and claim evaluation | Pricing could not be verified from public page in this session | Strong for supporting and contrasting citations | Paywall and bot-verification friction for plan checks |"
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://perplexityaimagazine.com/ai-tools/ai-powered-search-engines-list-2026",
   "title": "AI Powered Search Engines List 2026: 13 Picks",
   "published_at": "2026-07-02T17:52:00",
   "engine": "Liner",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "## Executive Summary",
    "Pricing is uneven: Perplexity Pro, Kagi, Liner, Google AI plans, Brave API, and Microsoft Copilot all hide value in limits, connectors, or annual billing.",
    "| Liner | Research workflows, source highlighting, Scholar mode | Free, Pro, Max, Team, Enterprise | Strong line-by-line citations | Credit costs matter for advanced agents |"
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
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  },
  {
   "url": "https://perplexityaimagazine.com/ai-tools/ai-powered-search-engines-list-2026",
   "title": "AI Powered Search Engines List 2026: 13 Picks",
   "published_at": "2026-07-02T17:52:00",
   "engine": "Kagi",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "## Executive Summary",
    "Pricing is uneven: Perplexity Pro, Kagi, Liner, Google AI plans, Brave API, and Microsoft Copilot all hide value in limits, connectors, or annual billing.",
    "| Kagi | Paid, customisable private search | Starter, Professional, Ultimate | Good for user-controlled search | Paid model limits casual adoption |"
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://perplexityaimagazine.com/ai-tools/ai-powered-search-engines-list-2026",
   "title": "AI Powered Search Engines List 2026: 13 Picks",
   "published_at": "2026-07-02T17:52:00",
   "engine": "Genspark AI Browser",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "## Executive Summary",
    "The third is agentic browsing, where systems such as Comet by Perplexity and Genspark AI Browser try to perform multi-step web work inside the browser itself.",
    "| Genspark AI Browser | Agentic browsing and task execution | Free plus paid Plus and Pro plans | Depends on agent workflow | Session limits and guardrails apply |"
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://perplexityaimagazine.com/ai-tools/ai-powered-search-engines-list-2026",
   "title": "AI Powered Search Engines List 2026: 13 Picks",
   "published_at": "2026-07-02T17:52:00",
   "engine": "Comet by Perplexity",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "## Executive Summary",
    "The third is agentic browsing, where systems such as Comet by Perplexity and Genspark AI Browser try to perform multi-step web work inside the browser itself.",
    "| Comet by Perplexity | AI browser assistant for research and actions | Comet is available across major platforms | Strong when paired with Perplexity answers | Browser-level permissions need care |"
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://perplexityaimagazine.com/ai-tools/ai-powered-search-engines-list-2026",
   "title": "AI Powered Search Engines List 2026: 13 Picks",
   "published_at": "2026-07-02T17:52:00",
   "engine": "Claude-Based Search Assistants",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "## AI Powered Search Engines List 2026: the Practical Shortlist",
    "The same caution applies to Claude-based search assistants: Claude can perform web search through tool integrations, but teams must build or enable the workflow rather than treating it as a standalone search destination.",
    "| Claude-Based Search Assistants | Developer search through Claude tool use | API pricing plus web search/tool costs | Good for cited RAG workflows | Requires implementation and cost controls |"
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://perplexityaimagazine.com/ai-tools/ai-powered-search-engines-list-2026",
   "title": "AI Powered Search Engines List 2026: 13 Picks",
   "published_at": "2026-07-02T17:52:00",
   "engine": "DorkGPT",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "## AI Powered Search Engines List 2026: the Practical Shortlist",
    "DorkGPT belongs in the conversation only with a caveat.",
    "| DorkGPT | Advanced Google dork query generation | Public tool, pricing not central to search result access | Not a source answer engine | Generates queries rather than operating an index |"
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://vstipapp.com/en/blog/2026-ai-search-engines-comparison-perplexity-chatgptsearch-aioverviews-gemini-claude",
   "title": "Perplexity vs ChatGPT Search vs Google AI Overviews vs Gemini vs Claude: The Complete 2026 AI Search Engine Comparison",
   "published_at": "2026-07-30T00:00:00",
   "engine": "Perplexity AI",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "# Perplexity vs ChatGPT Search vs Google AI Overviews vs Gemini vs Claude: The Complete 2026 AI Search Engine Comparison",
    "This **AI search engine comparison** covers five products \u2014 **Perplexity AI**, **ChatGPT Search**, **Google AI Overviews/AI Mode**, **Google Gemini (Gemini 3.1 Pro)**, and **Claude (Claude Sonnet 5)** \u2014 built strictly from official announcements and pricing pages.",
    "### \ud83d\udd0d 1) Perplexity AI \u2014 Citation Leader, Now Powered by Model Council"
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "# Perplexity vs ChatGPT Search vs Google AI Overviews vs Gemini vs Claude: The Complete 2026 AI Search Engine Comparison",
    "As of August 2026, typing a keyword and scrolling through ten blue links has become a minority habit rather than the default."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://vstipapp.com/en/blog/2026-ai-search-engines-comparison-perplexity-chatgptsearch-aioverviews-gemini-claude",
   "title": "Perplexity vs ChatGPT Search vs Google AI Overviews vs Gemini vs Claude: The Complete 2026 AI Search Engine Comparison",
   "published_at": "2026-07-30T00:00:00",
   "engine": "ChatGPT Search",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "# Perplexity vs ChatGPT Search vs Google AI Overviews vs Gemini vs Claude: The Complete 2026 AI Search Engine Comparison",
    "This **AI search engine comparison** covers five products \u2014 **Perplexity AI**, **ChatGPT Search**, **Google AI Overviews/AI Mode**, **Google Gemini (Gemini 3.1 Pro)**, and **Claude (Claude Sonnet 5)** \u2014 built strictly from official announcements and pricing pages.",
    "### \ud83d\udcac 2) ChatGPT Search \u2014 Conversational Browsing in the GPT-5.6 Sol Era"
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "# Perplexity vs ChatGPT Search vs Google AI Overviews vs Gemini vs Claude: The Complete 2026 AI Search Engine Comparison",
    "As of August 2026, typing a keyword and scrolling through ten blue links has become a minority habit rather than the default."
   ],
   "region_evidence": null,
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  },
  {
   "url": "https://vstipapp.com/en/blog/2026-ai-search-engines-comparison-perplexity-chatgptsearch-aioverviews-gemini-claude",
   "title": "Perplexity vs ChatGPT Search vs Google AI Overviews vs Gemini vs Claude: The Complete 2026 AI Search Engine Comparison",
   "published_at": "2026-07-30T00:00:00",
   "engine": "Google AI Overviews / AI Mode",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "# Perplexity vs ChatGPT Search vs Google AI Overviews vs Gemini vs Claude: The Complete 2026 AI Search Engine Comparison",
    "This **AI search engine comparison** covers five products \u2014 **Perplexity AI**, **ChatGPT Search**, **Google AI Overviews/AI Mode**, **Google Gemini (Gemini 3.1 Pro)**, and **Claude (Claude Sonnet 5)** \u2014 built strictly from official announcements and pricing pages.",
    "### \ud83c\udf10 3) Google AI Overviews / AI Mode \u2014 Unified, Now With Image Generation"
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "# Perplexity vs ChatGPT Search vs Google AI Overviews vs Gemini vs Claude: The Complete 2026 AI Search Engine Comparison",
    "As of August 2026, typing a keyword and scrolling through ten blue links has become a minority habit rather than the default."
   ],
   "region_evidence": null,
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  },
  {
   "url": "https://vstipapp.com/en/blog/2026-ai-search-engines-comparison-perplexity-chatgptsearch-aioverviews-gemini-claude",
   "title": "Perplexity vs ChatGPT Search vs Google AI Overviews vs Gemini vs Claude: The Complete 2026 AI Search Engine Comparison",
   "published_at": "2026-07-30T00:00:00",
   "engine": "Google Gemini",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "# Perplexity vs ChatGPT Search vs Google AI Overviews vs Gemini vs Claude: The Complete 2026 AI Search Engine Comparison",
    "This **AI search engine comparison** covers five products \u2014 **Perplexity AI**, **ChatGPT Search**, **Google AI Overviews/AI Mode**, **Google Gemini (Gemini 3.1 Pro)**, and **Claude (Claude Sonnet 5)** \u2014 built strictly from official announcements and pricing pages."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "# Perplexity vs ChatGPT Search vs Google AI Overviews vs Gemini vs Claude: The Complete 2026 AI Search Engine Comparison",
    "As of August 2026, typing a keyword and scrolling through ten blue links has become a minority habit rather than the default."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://vstipapp.com/en/blog/2026-ai-search-engines-comparison-perplexity-chatgptsearch-aioverviews-gemini-claude",
   "title": "Perplexity vs ChatGPT Search vs Google AI Overviews vs Gemini vs Claude: The Complete 2026 AI Search Engine Comparison",
   "published_at": "2026-07-30T00:00:00",
   "engine": "Claude",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "# Perplexity vs ChatGPT Search vs Google AI Overviews vs Gemini vs Claude: The Complete 2026 AI Search Engine Comparison",
    "This **AI search engine comparison** covers five products \u2014 **Perplexity AI**, **ChatGPT Search**, **Google AI Overviews/AI Mode**, **Google Gemini (Gemini 3.1 Pro)**, and **Claude (Claude Sonnet 5)** \u2014 built strictly from official announcements and pricing pages.",
    "### \ud83e\udde0 5) Claude (Claude Sonnet 5) \u2014 \u201cThe Most Agentic Sonnet Yet\u201d"
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "# Perplexity vs ChatGPT Search vs Google AI Overviews vs Gemini vs Claude: The Complete 2026 AI Search Engine Comparison",
    "As of August 2026, typing a keyword and scrolling through ten blue links has become a minority habit rather than the default."
   ],
   "region_evidence": null,
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  },
  {
   "url": "https://honeyb.ai/blog/ai-search-engines-list",
   "title": "The Complete List of AI Search Engines (2026)",
   "published_at": "2026-06-15T00:00:00",
   "engine": "ChatGPT Search",
   "launch_year": null,
   "status": null,
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   "category": null,
   "engine_evidence": [
    "This page is the fuller directory: every AI search engine worth knowing in 2026, sorted into four practical buckets, with a plain description of what each one actually does.",
    "| Engine | Maker | One-line description |",
    "| ChatGPT Search | OpenAI | Conversational assistant with integrated web search and source citations; the most widely used AI engine by every measure. |"
   ],
   "launch_year_evidence": null,
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  },
  {
   "url": "https://honeyb.ai/blog/ai-search-engines-list",
   "title": "The Complete List of AI Search Engines (2026)",
   "published_at": "2026-06-15T00:00:00",
   "engine": "Perplexity",
   "launch_year": null,
   "status": null,
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   "category": null,
   "engine_evidence": [
    "This page is the fuller directory: every AI search engine worth knowing in 2026, sorted into four practical buckets, with a plain description of what each one actually does.",
    "| Engine | Maker | One-line description |",
    "| Perplexity | Perplexity AI | Answer engine built search-first, with transparent inline citations, a deep-research mode and the Comet AI browser. |"
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
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  },
  {
   "url": "https://honeyb.ai/blog/ai-search-engines-list",
   "title": "The Complete List of AI Search Engines (2026)",
   "published_at": "2026-06-15T00:00:00",
   "engine": "Gemini",
   "launch_year": null,
   "status": null,
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   "category": null,
   "engine_evidence": [
    "This page is the fuller directory: every AI search engine worth knowing in 2026, sorted into four practical buckets, with a plain description of what each one actually does.",
    "| Engine | Maker | One-line description |",
    "| Gemini | Google | Google's assistant, tightly linked to Search, Workspace and Android, running on the Gemini model family. |"
   ],
   "launch_year_evidence": null,
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  },
  {
   "url": "https://honeyb.ai/blog/ai-search-engines-list",
   "title": "The Complete List of AI Search Engines (2026)",
   "published_at": "2026-06-15T00:00:00",
   "engine": "Claude",
   "launch_year": null,
   "status": null,
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   "category": null,
   "engine_evidence": [
    "This page is the fuller directory: every AI search engine worth knowing in 2026, sorted into four practical buckets, with a plain description of what each one actually does.",
    "| Engine | Maker | One-line description |",
    "| Claude | Anthropic | Anthropic's assistant with web search; strong on long-context reasoning and widely used in enterprise workflows. |"
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
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  },
  {
   "url": "https://honeyb.ai/blog/ai-search-engines-list",
   "title": "The Complete List of AI Search Engines (2026)",
   "published_at": "2026-06-15T00:00:00",
   "engine": "Copilot",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "This page is the fuller directory: every AI search engine worth knowing in 2026, sorted into four practical buckets, with a plain description of what each one actually does.",
    "| Engine | Maker | One-line description |",
    "| Copilot | Microsoft | Microsoft's assistant across Windows, Edge and Microsoft 365, drawing on Bing's index for web results. |"
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://honeyb.ai/blog/ai-search-engines-list",
   "title": "The Complete List of AI Search Engines (2026)",
   "published_at": "2026-06-15T00:00:00",
   "engine": "Grok",
   "launch_year": null,
   "status": null,
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   "category": null,
   "engine_evidence": [
    "This page is the fuller directory: every AI search engine worth knowing in 2026, sorted into four practical buckets, with a plain description of what each one actually does.",
    "| Engine | Maker | One-line description |",
    "| Grok | xAI | xAI's assistant with real-time web search and access to public posts on X, plus native tool use and live data. |"
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://honeyb.ai/blog/ai-search-engines-list",
   "title": "The Complete List of AI Search Engines (2026)",
   "published_at": "2026-06-15T00:00:00",
   "engine": "Google AI Mode",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "This page is the fuller directory: every AI search engine worth knowing in 2026, sorted into four practical buckets, with a plain description of what each one actually does.",
    "| Engine | Maker | One-line description |",
    "| Google AI Mode | Google | A conversational, AI-first search experience that has expanded from an opt-in tab toward a default surface. |"
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
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  },
  {
   "url": "https://honeyb.ai/blog/ai-search-engines-list",
   "title": "The Complete List of AI Search Engines (2026)",
   "published_at": "2026-06-15T00:00:00",
   "engine": "Google AI Overviews",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "This page is the fuller directory: every AI search engine worth knowing in 2026, sorted into four practical buckets, with a plain description of what each one actually does.",
    "| Engine | Maker | One-line description |",
    "| Google AI Overviews | Google | Generated summaries shown above traditional Google results for a large and growing share of queries. |"
   ],
   "launch_year_evidence": null,
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  },
  {
   "url": "https://honeyb.ai/blog/ai-search-engines-list",
   "title": "The Complete List of AI Search Engines (2026)",
   "published_at": "2026-06-15T00:00:00",
   "engine": "Bing",
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   "status": null,
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   "category": null,
   "engine_evidence": [
    "This page is the fuller directory: every AI search engine worth knowing in 2026, sorted into four practical buckets, with a plain description of what each one actually does.",
    "| Engine | Maker | One-line description |",
    "| Bing | Microsoft | Microsoft's search engine with Copilot-powered AI answers integrated into the results page. |"
   ],
   "launch_year_evidence": null,
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  },
  {
   "url": "https://honeyb.ai/blog/ai-search-engines-list",
   "title": "The Complete List of AI Search Engines (2026)",
   "published_at": "2026-06-15T00:00:00",
   "engine": "Brave Search",
   "launch_year": null,
   "status": null,
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   "category": null,
   "engine_evidence": [
    "This page is the fuller directory: every AI search engine worth knowing in 2026, sorted into four practical buckets, with a plain description of what each one actually does.",
    "| Engine | Maker | One-line description |",
    "| Brave Search | Brave | An independent index that does not syndicate from Bing, with an opt-in summary feature called Answer with AI. |"
   ],
   "launch_year_evidence": null,
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  },
  {
   "url": "https://honeyb.ai/blog/ai-search-engines-list",
   "title": "The Complete List of AI Search Engines (2026)",
   "published_at": "2026-06-15T00:00:00",
   "engine": "DuckDuckGo",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "This page is the fuller directory: every AI search engine worth knowing in 2026, sorted into four practical buckets, with a plain description of what each one actually does.",
    "| Engine | Maker | One-line description |",
    "| DuckDuckGo | DuckDuckGo | Free private search with no search-based profiling; keeps a clean, traditional results experience. |"
   ],
   "launch_year_evidence": null,
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  },
  {
   "url": "https://honeyb.ai/blog/ai-search-engines-list",
   "title": "The Complete List of AI Search Engines (2026)",
   "published_at": "2026-06-15T00:00:00",
   "engine": "Duck.ai",
   "launch_year": null,
   "status": null,
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   "category": null,
   "engine_evidence": [
    "This page is the fuller directory: every AI search engine worth knowing in 2026, sorted into four practical buckets, with a plain description of what each one actually does.",
    "| Engine | Maker | One-line description |",
    "| Duck.ai | DuckDuckGo | A separate, anonymised chat interface offering several third-party models without tying conversations to an identity. |"
   ],
   "launch_year_evidence": null,
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  },
  {
   "url": "https://honeyb.ai/blog/ai-search-engines-list",
   "title": "The Complete List of AI Search Engines (2026)",
   "published_at": "2026-06-15T00:00:00",
   "engine": "Kagi",
   "launch_year": null,
   "status": null,
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   "category": null,
   "engine_evidence": [
    "This page is the fuller directory: every AI search engine worth knowing in 2026, sorted into four practical buckets, with a plain description of what each one actually does.",
    "| Engine | Maker | One-line description |",
    "| Kagi | Kagi | Paid, ad-free search with a hybrid index, configurable result filtering and an opt-in AI assistant, aimed at power users. |"
   ],
   "launch_year_evidence": null,
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  },
  {
   "url": "https://honeyb.ai/blog/ai-search-engines-list",
   "title": "The Complete List of AI Search Engines (2026)",
   "published_at": "2026-06-15T00:00:00",
   "engine": "Startpage",
   "launch_year": null,
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   "category": null,
   "engine_evidence": [
    "This page is the fuller directory: every AI search engine worth knowing in 2026, sorted into four practical buckets, with a plain description of what each one actually does.",
    "| Engine | Maker | One-line description |",
    "| Startpage | Startpage | Privacy-preserving search that returns Google results without the associated tracking. |"
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://honeyb.ai/blog/ai-search-engines-list",
   "title": "The Complete List of AI Search Engines (2026)",
   "published_at": "2026-06-15T00:00:00",
   "engine": "Consensus",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "This page is the fuller directory: every AI search engine worth knowing in 2026, sorted into four practical buckets, with a plain description of what each one actually does.",
    "| Engine | Focus | One-line description |",
    "| Consensus | Scientific literature | Searches over 200 million papers and surfaces evidence-backed answers with a \"consensus meter\" showing the direction of findings. |"
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://honeyb.ai/blog/ai-search-engines-list",
   "title": "The Complete List of AI Search Engines (2026)",
   "published_at": "2026-06-15T00:00:00",
   "engine": "Elicit",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "This page is the fuller directory: every AI search engine worth knowing in 2026, sorted into four practical buckets, with a plain description of what each one actually does.",
    "| Engine | Focus | One-line description |",
    "| Elicit | Research synthesis | A systematic-review engine optimised for structured screening and extraction, processing thousands of papers per project. |"
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://honeyb.ai/blog/ai-search-engines-list",
   "title": "The Complete List of AI Search Engines (2026)",
   "published_at": "2026-06-15T00:00:00",
   "engine": "Scite",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "This page is the fuller directory: every AI search engine worth knowing in 2026, sorted into four practical buckets, with a plain description of what each one actually does.",
    "| Engine | Focus | One-line description |",
    "| Scite | Citation context | Classifies over a billion citation statements as supporting, contrasting or merely mentioning a finding. |"
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://honeyb.ai/blog/ai-search-engines-list",
   "title": "The Complete List of AI Search Engines (2026)",
   "published_at": "2026-06-15T00:00:00",
   "engine": "Semantic Scholar",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "This page is the fuller directory: every AI search engine worth knowing in 2026, sorted into four practical buckets, with a plain description of what each one actually does.",
    "| Engine | Focus | One-line description |",
    "| Semantic Scholar | Paper discovery | A free academic search and discovery tool over a very large index of scholarly papers. |"
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://honeyb.ai/blog/ai-search-engines-list",
   "title": "The Complete List of AI Search Engines (2026)",
   "published_at": "2026-06-15T00:00:00",
   "engine": "Phind",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "This page is the fuller directory: every AI search engine worth knowing in 2026, sorted into four practical buckets, with a plain description of what each one actually does.",
    "| Engine | Focus | One-line description |",
    "| Phind | Developer search | Code-aware search across documentation, repositories and developer Q&A, aimed at software engineers. |"
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://neowin.net/news/microsoft-takes-on-google-ai-mode-with-the-new-copilot-search",
   "title": "Microsoft takes on Google AI Mode with the new Copilot Search",
   "published_at": "2025-04-04T00:56:01",
   "engine": "Copilot Search",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "Microsoft takes on Google AI Mode with the new Copilot Search",
    "Microsoft has launched Copilot Search, similar to Google's AI Mode, which provides AI-generated responses to user queries."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "Microsoft takes on Google AI Mode with the new Copilot Search",
    "Microsoft has launched Copilot Search, similar to Google's AI Mode, which provides AI-generated responses to user queries.",
    "Copilot Search is now accessible to everyone at [bing.com/copilotsearch](https://www.bing.com/copilotsearch)."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://felo.ai/blog/felo-genspark-perplexity-ai-search-comparison",
   "title": "Felo vs GenSpark vs Perplexity: Comparison of AI Search Tools",
   "published_at": "2024-10-09T08:02:14",
   "engine": "Felo AI Search",
   "launch_year": "2024",
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "# Felo vs GenSpark vs Perplexity: Comparison of AI Search Tools",
    "This article compares Felo AI Search, GenSpark, and Perplexity, highlighting Felo's unique cross-language capabilities.",
    "Felo AI Search, developed by Felo Inc. in Tokyo, Japan, stands out as a game-changer in the world of AI-powered search engines."
   ],
   "launch_year_evidence": [
    "# Felo vs GenSpark vs Perplexity: Comparison of AI Search Tools",
    "Felo AI Search, developed by Felo Inc. in Tokyo, Japan, stands out as a game-changer in the world of AI-powered search engines.",
    "Launched in 2024, Felo AI Search has quickly gained recognition for its ability to break down language barriers and provide users with access to global information in their native language."
   ],
   "status_evidence": [
    "# Felo vs GenSpark vs Perplexity: Comparison of AI Search Tools",
    "This article compares Felo AI Search, GenSpark, and Perplexity, highlighting Felo's unique cross-language capabilities.",
    "Felo AI Search, developed by Felo Inc. in Tokyo, Japan, stands out as a game-changer in the world of AI-powered search engines.",
    "Launched in 2024, Felo AI Search has quickly gained recognition for its ability to break down language barriers and provide users with access to global information in their native language."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://felo.ai/blog/felo-genspark-perplexity-ai-search-comparison",
   "title": "Felo vs GenSpark vs Perplexity: Comparison of AI Search Tools",
   "published_at": "2024-10-09T08:02:14",
   "engine": "GenSpark",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "# Felo vs GenSpark vs Perplexity: Comparison of AI Search Tools",
    "This article compares Felo AI Search, GenSpark, and Perplexity, highlighting Felo's unique cross-language capabilities.",
    "In the rapidly evolving landscape of AI-powered search engines, three notable contenders have emerged: Felo AI Search, GenSpark, and Perplexity."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "# Felo vs GenSpark vs Perplexity: Comparison of AI Search Tools",
    "This article compares Felo AI Search, GenSpark, and Perplexity, highlighting Felo's unique cross-language capabilities.",
    "In the rapidly evolving landscape of AI-powered search engines, three notable contenders have emerged: Felo AI Search, GenSpark, and Perplexity."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://felo.ai/blog/felo-genspark-perplexity-ai-search-comparison",
   "title": "Felo vs GenSpark vs Perplexity: Comparison of AI Search Tools",
   "published_at": "2024-10-09T08:02:14",
   "engine": "Perplexity",
   "launch_year": "2022",
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "# Felo vs GenSpark vs Perplexity: Comparison of AI Search Tools",
    "This article compares Felo AI Search, GenSpark, and Perplexity, highlighting Felo's unique cross-language capabilities.",
    "In the rapidly evolving landscape of AI-powered search engines, three notable contenders have emerged: Felo AI Search, GenSpark, and Perplexity.",
    "Perplexity: Conversational AI Search",
    "Perplexity, launched in August 2022, combines search engine capabilities with conversational AI to provide users with direct answers and a more engaging search experience."
   ],
   "launch_year_evidence": [
    "# Felo vs GenSpark vs Perplexity: Comparison of AI Search Tools",
    "Perplexity: Conversational AI Search",
    "Perplexity, launched in August 2022, combines search engine capabilities with conversational AI to provide users with direct answers and a more engaging search experience."
   ],
   "status_evidence": [
    "# Felo vs GenSpark vs Perplexity: Comparison of AI Search Tools",
    "This article compares Felo AI Search, GenSpark, and Perplexity, highlighting Felo's unique cross-language capabilities.",
    "In the rapidly evolving landscape of AI-powered search engines, three notable contenders have emerged: Felo AI Search, GenSpark, and Perplexity.",
    "Perplexity: Conversational AI Search",
    "Perplexity, launched in August 2022, combines search engine capabilities with conversational AI to provide users with direct answers and a more engaging search experience."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://menra.ai/answers/mistral-le-chat-visibility",
   "title": "How Do I Show Up in Mistral Le Chat?",
   "published_at": "2026-07-05T00:00:00",
   "engine": "Le Chat (Mistral)",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "# How Do I Show Up in Mistral Le Chat?",
    "Le Chat versus other engines at a glance",
    "| Le Chat (Mistral) | France / EU | Yes, search mode | French + EU |"
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "# How Do I Show Up in Mistral Le Chat?",
    "To show up in Mistral's Le Chat, publish citable, well-structured content that its web-search mode can retrieve, and prioritize French and other EU-language coverage \u2014 Le Chat, built by the French lab Mistral, carries disproportionate European relevance.",
    "Le Chat versus other engines at a glance",
    "| Le Chat (Mistral) | France / EU | Yes, search mode | French + EU |"
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://menra.ai/answers/mistral-le-chat-visibility",
   "title": "How Do I Show Up in Mistral Le Chat?",
   "published_at": "2026-07-05T00:00:00",
   "engine": "ChatGPT",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "Le Chat versus other engines at a glance",
    "| ChatGPT | US / global | Yes | English-first |"
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "Le Chat versus other engines at a glance",
    "| ChatGPT | US / global | Yes | English-first |"
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://menra.ai/answers/mistral-le-chat-visibility",
   "title": "How Do I Show Up in Mistral Le Chat?",
   "published_at": "2026-07-05T00:00:00",
   "engine": "DeepSeek",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "Le Chat versus other engines at a glance",
    "| DeepSeek | China | Yes, search mode | Chinese-first |"
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "Le Chat versus other engines at a glance",
    "| DeepSeek | China | Yes, search mode | Chinese-first |"
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://pcmag.com/picks/dont-just-google-it-smarter-search-engines-to-try",
   "title": "Sick of Google's AI Overload? Try These Search Engines Instead",
   "published_at": "2026-05-20T15:58:27",
   "engine": "Brave Search",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "Sick of Google's AI Overload? Try These Search Engines Instead",
    "## Best for Privacy, Customization, and AI Summaries",
    "### [ Brave Search ](https://cc.pcmag.com/v1/otc/01r1WRIAJykbQgN4oGQ8FSi?merchant=05jArCUQu1LyZSwYaxQURkK&url=https%3A%2F%2Fsearch.brave.com%2F&template=roundup-page&module=Best_Product_Card&element=roundup-product-card&item=product_name_offer&position=1&element_label=Brave+Search&u=https%3A%2F%2Fwww.pcmag.com%2Fpicks%2Fdont-just-google-it-smarter-search-engines-to-try&page_type=roundup&page_uuid=055Ksfj37j60m2mOcnTK8Kj&object_type=roundup&object_uuid=055Ksfj37j60m2mOcnTK8Kj&product_uuid=01KI55ixfq1IRn9nCRhgFLv)",
    "Brave now gives you a choice of AI-powered or standard web results via its Answer With AI button."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "Sick of Google's AI Overload? Try These Search Engines Instead",
    "## Best for Privacy, Customization, and AI Summaries",
    "### [ Brave Search ](https://cc.pcmag.com/v1/otc/01r1WRIAJykbQgN4oGQ8FSi?merchant=05jArCUQu1LyZSwYaxQURkK&url=https%3A%2F%2Fsearch.brave.com%2F&template=roundup-page&module=Best_Product_Card&element=roundup-product-card&item=product_name_offer&position=1&element_label=Brave+Search&u=https%3A%2F%2Fwww.pcmag.com%2Fpicks%2Fdont-just-google-it-smarter-search-engines-to-try&page_type=roundup&page_uuid=055Ksfj37j60m2mOcnTK8Kj&object_type=roundup&object_uuid=055Ksfj37j60m2mOcnTK8Kj&product_uuid=01KI55ixfq1IRn9nCRhgFLv)",
    "Brave now gives you a choice of AI-powered or standard web results via its Answer With AI button."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://pcmag.com/picks/dont-just-google-it-smarter-search-engines-to-try",
   "title": "Sick of Google's AI Overload? Try These Search Engines Instead",
   "published_at": "2026-05-20T15:58:27",
   "engine": "DuckDuckGo",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "Sick of Google's AI Overload? Try These Search Engines Instead",
    "## Best for Privacy, Customization, and AI Summaries",
    "The primary DuckDuckGo search engine now includes two AI features: Assist, which generates a summary of answers for your query, and [Duck.ai](https://Duck.ai) Chat."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "Sick of Google's AI Overload? Try These Search Engines Instead",
    "## Best for Privacy, Customization, and AI Summaries",
    "The primary DuckDuckGo search engine now includes two AI features: Assist, which generates a summary of answers for your query, and [Duck.ai](https://Duck.ai) Chat."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://pcmag.com/picks/dont-just-google-it-smarter-search-engines-to-try",
   "title": "Sick of Google's AI Overload? Try These Search Engines Instead",
   "published_at": "2026-05-20T15:58:27",
   "engine": "Ecosia",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "Sick of Google's AI Overload? Try These Search Engines Instead",
    "## Best for Supporting the Environment",
    "### [ Ecosia ](https://cc.pcmag.com/v1/otc/01r1WRIAJykbQgN4oGQ8FSi?merchant=05nsSsvNN3XYP198e7cJeAI&url=https%3A%2F%2Fwww.ecosia.org%2F&template=roundup-page&module=Best_Product_Card&element=roundup-product-card&item=product_name_offer&position=3&element_label=Ecosia&u=https%3A%2F%2Fwww.pcmag.com%2Fpicks%2Fdont-just-google-it-smarter-search-engines-to-try&page_type=roundup&page_uuid=055Ksfj37j60m2mOcnTK8Kj&object_type=roundup&object_uuid=055Ksfj37j60m2mOcnTK8Kj&product_uuid=05hB0D6WbsHYs45MHqm91NP)",
    "In addition to its altruistic endeavors, Ecosia is staying in the search game by adding AI tools."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "Sick of Google's AI Overload? Try These Search Engines Instead",
    "## Best for Supporting the Environment",
    "### [ Ecosia ](https://cc.pcmag.com/v1/otc/01r1WRIAJykbQgN4oGQ8FSi?merchant=05nsSsvNN3XYP198e7cJeAI&url=https%3A%2F%2Fwww.ecosia.org%2F&template=roundup-page&module=Best_Product_Card&element=roundup-product-card&item=product_name_offer&position=3&element_label=Ecosia&u=https%3A%2F%2Fwww.pcmag.com%2Fpicks%2Fdont-just-google-it-smarter-search-engines-to-try&page_type=roundup&page_uuid=055Ksfj37j60m2mOcnTK8Kj&object_type=roundup&object_uuid=055Ksfj37j60m2mOcnTK8Kj&product_uuid=05hB0D6WbsHYs45MHqm91NP)",
    "In addition to its altruistic endeavors, Ecosia is staying in the search game by adding AI tools."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://pcmag.com/picks/dont-just-google-it-smarter-search-engines-to-try",
   "title": "Sick of Google's AI Overload? Try These Search Engines Instead",
   "published_at": "2026-05-20T15:58:27",
   "engine": "Bing",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "Sick of Google's AI Overload? Try These Search Engines Instead",
    "For a search experience that rivals Google in terms of AI tools and the richness of information on the result page, Bing is it.",
    "Bing incorporates the ChatGPT-powered [Copilot](https://www.pcmag.com/reviews/microsoft-copilot) AI search bot."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "Sick of Google's AI Overload? Try These Search Engines Instead",
    "For a search experience that rivals Google in terms of AI tools and the richness of information on the result page, Bing is it.",
    "Bing incorporates the ChatGPT-powered [Copilot](https://www.pcmag.com/reviews/microsoft-copilot) AI search bot."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://pcmag.com/picks/dont-just-google-it-smarter-search-engines-to-try",
   "title": "Sick of Google's AI Overload? Try These Search Engines Instead",
   "published_at": "2026-05-20T15:58:27",
   "engine": "Qwant",
   "launch_year": null,
   "status": "active",
   "region": "Europe",
   "category": null,
   "engine_evidence": [
    "Sick of Google's AI Overload? Try These Search Engines Instead",
    "## Best Europe-Centric Private Search",
    "### [ Qwant ](https://cc.pcmag.com/v1/otc/01r1WRIAJykbQgN4oGQ8FSi?merchant=02wx4J1tFHFdfMKi0D0SCRq&url=https%3A%2F%2Fwww.qwant.com%2F&template=roundup-page&module=Best_Product_Card&element=roundup-product-card&item=product_name_offer&position=7&element_label=Qwant&u=https%3A%2F%2Fwww.pcmag.com%2Fpicks%2Fdont-just-google-it-smarter-search-engines-to-try&page_type=roundup&page_uuid=055Ksfj37j60m2mOcnTK8Kj&object_type=roundup&object_uuid=055Ksfj37j60m2mOcnTK8Kj&product_uuid=050Aujef7CbxtM3AQjNZaxf)",
    "Like many other options here, Qwant is getting into the AI act, but you need to sign in to see AI-generated answers and summaries."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "Sick of Google's AI Overload? Try These Search Engines Instead",
    "## Best Europe-Centric Private Search",
    "### [ Qwant ](https://cc.pcmag.com/v1/otc/01r1WRIAJykbQgN4oGQ8FSi?merchant=02wx4J1tFHFdfMKi0D0SCRq&url=https%3A%2F%2Fwww.qwant.com%2F&template=roundup-page&module=Best_Product_Card&element=roundup-product-card&item=product_name_offer&position=7&element_label=Qwant&u=https%3A%2F%2Fwww.pcmag.com%2Fpicks%2Fdont-just-google-it-smarter-search-engines-to-try&page_type=roundup&page_uuid=055Ksfj37j60m2mOcnTK8Kj&object_type=roundup&object_uuid=055Ksfj37j60m2mOcnTK8Kj&product_uuid=050Aujef7CbxtM3AQjNZaxf)",
    "Like many other options here, Qwant is getting into the AI act, but you need to sign in to see AI-generated answers and summaries."
   ],
   "region_evidence": [
    "Sick of Google's AI Overload? Try These Search Engines Instead",
    "## Best Europe-Centric Private Search",
    "### [ Qwant ](https://cc.pcmag.com/v1/otc/01r1WRIAJykbQgN4oGQ8FSi?merchant=02wx4J1tFHFdfMKi0D0SCRq&url=https%3A%2F%2Fwww.qwant.com%2F&template=roundup-page&module=Best_Product_Card&element=roundup-product-card&item=product_name_offer&position=7&element_label=Qwant&u=https%3A%2F%2Fwww.pcmag.com%2Fpicks%2Fdont-just-google-it-smarter-search-engines-to-try&page_type=roundup&page_uuid=055Ksfj37j60m2mOcnTK8Kj&object_type=roundup&object_uuid=055Ksfj37j60m2mOcnTK8Kj&product_uuid=050Aujef7CbxtM3AQjNZaxf)",
    "The EU brings us the anti-Google search service, Qwant."
   ],
   "category_evidence": null
  },
  {
   "url": "https://pcmag.com/picks/dont-just-google-it-smarter-search-engines-to-try",
   "title": "Sick of Google's AI Overload? Try These Search Engines Instead",
   "published_at": "2026-05-20T15:58:27",
   "engine": "Swisscows",
   "launch_year": null,
   "status": "active",
   "region": "Switzerland",
   "category": null,
   "engine_evidence": [
    "Sick of Google's AI Overload? Try These Search Engines Instead",
    "Switzerland-based Swisscows offers [private email](https://www.pcmag.com/picks/the-best-email-encryption-services), private messaging, private storage, and a VPN, along with a privacy-focused search site that donates to worthy causes when you use it.",
    "Like nearly all the other search services here, aside from Startpage, Swisscows now has AI summaries."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "Sick of Google's AI Overload? Try These Search Engines Instead",
    "Switzerland-based Swisscows offers [private email](https://www.pcmag.com/picks/the-best-email-encryption-services), private messaging, private storage, and a VPN, along with a privacy-focused search site that donates to worthy causes when you use it.",
    "Like nearly all the other search services here, aside from Startpage, Swisscows now has AI summaries."
   ],
   "region_evidence": [
    "Sick of Google's AI Overload? Try These Search Engines Instead",
    "Switzerland-based Swisscows offers [private email](https://www.pcmag.com/picks/the-best-email-encryption-services), private messaging, private storage, and a VPN, along with a privacy-focused search site that donates to worthy causes when you use it."
   ],
   "category_evidence": null
  },
  {
   "url": "https://pcmag.com/picks/dont-just-google-it-smarter-search-engines-to-try",
   "title": "Sick of Google's AI Overload? Try These Search Engines Instead",
   "published_at": "2026-05-20T15:58:27",
   "engine": "Yahoo Search",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "Sick of Google's AI Overload? Try These Search Engines Instead",
    "## Best for News and Financial Information",
    "### [ Yahoo! ](https://cc.pcmag.com/v1/otc/01r1WRIAJykbQgN4oGQ8FSi?merchant=00uttZnWjEWDrcQdUtZzekw&url=https%3A%2F%2Fwww.yahoo.com%2F&template=roundup-page&module=Best_Product_Card&element=roundup-product-card&item=product_name_offer&position=10&element_label=Yahoo%21&u=https%3A%2F%2Fwww.pcmag.com%2Fpicks%2Fdont-just-google-it-smarter-search-engines-to-try&page_type=roundup&page_uuid=055Ksfj37j60m2mOcnTK8Kj&object_type=roundup&object_uuid=055Ksfj37j60m2mOcnTK8Kj&product_uuid=01VN6MPRLJxQlIqkYKMpUdM)",
    "Not to be left out of the AI party, Yahoo search includes Yahoo Scout, a [Claude](https://www.pcmag.com/reviews/claude)-based AI Chat option."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "Sick of Google's AI Overload? Try These Search Engines Instead",
    "## Best for News and Financial Information",
    "### [ Yahoo! ](https://cc.pcmag.com/v1/otc/01r1WRIAJykbQgN4oGQ8FSi?merchant=00uttZnWjEWDrcQdUtZzekw&url=https%3A%2F%2Fwww.yahoo.com%2F&template=roundup-page&module=Best_Product_Card&element=roundup-product-card&item=product_name_offer&position=10&element_label=Yahoo%21&u=https%3A%2F%2Fwww.pcmag.com%2Fpicks%2Fdont-just-google-it-smarter-search-engines-to-try&page_type=roundup&page_uuid=055Ksfj37j60m2mOcnTK8Kj&object_type=roundup&object_uuid=055Ksfj37j60m2mOcnTK8Kj&product_uuid=01VN6MPRLJxQlIqkYKMpUdM)",
    "Not to be left out of the AI party, Yahoo search includes Yahoo Scout, a [Claude](https://www.pcmag.com/reviews/claude)-based AI Chat option."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://commercepundit.com/blog/best-ai-search-engines",
   "title": "10 Best AI Search Engines in 2026: Full Comparison Guide",
   "published_at": "2026-06-03T07:28:24",
   "engine": "Google AI Mode",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "Best AI Search Engines in 2026: Top 10 Ranked",
    "| Google AI Mode | General search, broad coverage, research, citations, fact-checking | Yes | Low (ad ecosystem) | Yes | Free / $19.99/mo |",
    "1. Google AI Mode: The Most Popular AI Search Engine Gets Smarter",
    "Google AI Mode is not a new search engine."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "Best AI Search Engines in 2026: Top 10 Ranked",
    "| Google AI Mode | General search, broad coverage, research, citations, fact-checking | Yes | Low (ad ecosystem) | Yes | Free / $19.99/mo |",
    "1. Google AI Mode: The Most Popular AI Search Engine Gets Smarter",
    "Google AI Mode is not a new search engine."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://commercepundit.com/blog/best-ai-search-engines",
   "title": "10 Best AI Search Engines in 2026: Full Comparison Guide",
   "published_at": "2026-06-03T07:28:24",
   "engine": "Perplexity AI",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "Best AI Search Engines in 2026: Top 10 Ranked",
    "| Perplexity AI | Research, citations, fact-checking | Yes (hybrid) | Medium | Yes (5 Pro/day) | $20/mo |",
    "2. Perplexity AI: The Best AI Search Engine for Research and Citations"
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "Best AI Search Engines in 2026: Top 10 Ranked",
    "| Perplexity AI | Research, citations, fact-checking | Yes (hybrid) | Medium | Yes (5 Pro/day) | $20/mo |",
    "2. Perplexity AI: The Best AI Search Engine for Research and Citations"
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://commercepundit.com/blog/best-ai-search-engines",
   "title": "10 Best AI Search Engines in 2026: Full Comparison Guide",
   "published_at": "2026-06-03T07:28:24",
   "engine": "ChatGPT Search",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "Best AI Search Engines in 2026: Top 10 Ranked",
    "| ChatGPT Search | Conversational research, writing | Yes | Medium | Yes (limited) | $8/mo (Go) |",
    "3. ChatGPT Search: The New AI Search Engine That Understands Context",
    "In 2026, it operates as a full-featured AI search companion with built-in web access, image generation, code execution, voice conversations, memory across sessions, and custom GPT integrations."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "Best AI Search Engines in 2026: Top 10 Ranked",
    "| ChatGPT Search | Conversational research, writing | Yes | Medium | Yes (limited) | $8/mo (Go) |",
    "3. ChatGPT Search: The New AI Search Engine That Understands Context",
    "In 2026, it operates as a full-featured AI search companion with built-in web access, image generation, code execution, voice conversations, memory across sessions, and custom GPT integrations."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://commercepundit.com/blog/best-ai-search-engines",
   "title": "10 Best AI Search Engines in 2026: Full Comparison Guide",
   "published_at": "2026-06-03T07:28:24",
   "engine": "Microsoft Copilot",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "Best AI Search Engines in 2026: Top 10 Ranked",
    "| Microsoft Copilot | Microsoft 365 users, productivity | Yes | Medium | Yes | $9.99/mo (M365) |",
    "4. Microsoft Copilot Search: Best AI Search Engine for Microsoft 365 Users",
    "Microsoft Copilot integrates AI search directly into the Bing ecosystem, Windows, Edge, and the entire Microsoft 365 suite."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "Best AI Search Engines in 2026: Top 10 Ranked",
    "| Microsoft Copilot | Microsoft 365 users, productivity | Yes | Medium | Yes | $9.99/mo (M365) |",
    "4. Microsoft Copilot Search: Best AI Search Engine for Microsoft 365 Users",
    "Microsoft Copilot integrates AI search directly into the Bing ecosystem, Windows, Edge, and the entire Microsoft 365 suite."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://commercepundit.com/blog/best-ai-search-engines",
   "title": "10 Best AI Search Engines in 2026: Full Comparison Guide",
   "published_at": "2026-06-03T07:28:24",
   "engine": "Brave Leo",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "Best AI Search Engines in 2026: Top 10 Ranked",
    "| Brave Leo | Privacy-first everyday search | Yes (own index) | High | Yes | Free / $3/mo |",
    "5. Brave Search + Leo: Best Privacy-Focused AI-Powered Search Engine",
    "Leo, the[ AI assistant](https://www.commercepundit.com/blog/15-best-ai-coding-assistant-tools-in-2026/) built into the Brave browser, adds conversational search on top of that independent index."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "Best AI Search Engines in 2026: Top 10 Ranked",
    "| Brave Leo | Privacy-first everyday search | Yes (own index) | High | Yes | Free / $3/mo |",
    "5. Brave Search + Leo: Best Privacy-Focused AI-Powered Search Engine",
    "Leo, the[ AI assistant](https://www.commercepundit.com/blog/15-best-ai-coding-assistant-tools-in-2026/) built into the Brave browser, adds conversational search on top of that independent index."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://commercepundit.com/blog/best-ai-search-engines",
   "title": "10 Best AI Search Engines in 2026: Full Comparison Guide",
   "published_at": "2026-06-03T07:28:24",
   "engine": "Kagi",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "Best AI Search Engines in 2026: Top 10 Ranked",
    "| Kagi | Power users, ad-free precision | Yes (hybrid) | Very High | Trial only | $5/mo |",
    "6. Kagi: The Best AI Search Analysis Tool for Power Users",
    "Kagi aggregates from multiple indexes including Brave, Mojeek, Google (via anonymized requests), and its own Teclis and TinyGem news index."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "Best AI Search Engines in 2026: Top 10 Ranked",
    "| Kagi | Power users, ad-free precision | Yes (hybrid) | Very High | Trial only | $5/mo |",
    "6. Kagi: The Best AI Search Analysis Tool for Power Users",
    "Kagi aggregates from multiple indexes including Brave, Mojeek, Google (via anonymized requests), and its own Teclis and TinyGem news index."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://commercepundit.com/blog/best-ai-search-engines",
   "title": "10 Best AI Search Engines in 2026: Full Comparison Guide",
   "published_at": "2026-06-03T07:28:24",
   "engine": "You.com",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "Best AI Search Engines in 2026: Top 10 Ranked",
    "| You.com | Agentic workflows, multi-task | Yes | Medium | Yes | Paid tiers vary |",
    "7. You.com: The Agentic AI Search Engine for Multi-Step Tasks",
    "You.com takes a different approach from most AI search engines."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "Best AI Search Engines in 2026: Top 10 Ranked",
    "| You.com | Agentic workflows, multi-task | Yes | Medium | Yes | Paid tiers vary |",
    "7. You.com: The Agentic AI Search Engine for Multi-Step Tasks",
    "You.com takes a different approach from most AI search engines."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://commercepundit.com/blog/best-ai-search-engines",
   "title": "10 Best AI Search Engines in 2026: Full Comparison Guide",
   "published_at": "2026-06-03T07:28:24",
   "engine": "DuckDuckGo AI Chat",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "Best AI Search Engines in 2026: Top 10 Ranked",
    "| DuckDuckGo AI Chat | Anonymous quick answers | Yes | Very High | Yes | Free |",
    "8. DuckDuckGo AI Chat: Best Anonymous AI Search Engine",
    "In 2026, its AI Chat feature brings LLM-powered answers into that same zero-tracking environment."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "Best AI Search Engines in 2026: Top 10 Ranked",
    "| DuckDuckGo AI Chat | Anonymous quick answers | Yes | Very High | Yes | Free |",
    "8. DuckDuckGo AI Chat: Best Anonymous AI Search Engine",
    "In 2026, its AI Chat feature brings LLM-powered answers into that same zero-tracking environment."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://commercepundit.com/blog/best-ai-search-engines",
   "title": "10 Best AI Search Engines in 2026: Full Comparison Guide",
   "published_at": "2026-06-03T07:28:24",
   "engine": "Phind",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "Best AI Search Engines in 2026: Top 10 Ranked",
    "| Phind | Developers, code-focused search | Yes | Medium | Yes | Paid tier available |",
    "9. Phind: The Best AI Search Engine for Developers"
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "Best AI Search Engines in 2026: Top 10 Ranked",
    "| Phind | Developers, code-focused search | Yes | Medium | Yes | Paid tier available |",
    "9. Phind: The Best AI Search Engine for Developers"
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://commercepundit.com/blog/best-ai-search-engines",
   "title": "10 Best AI Search Engines in 2026: Full Comparison Guide",
   "published_at": "2026-06-03T07:28:24",
   "engine": "Claude AI",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "Best AI Search Engines in 2026: Top 10 Ranked",
    "| Claude AI | Long-form research, reasoning | Yes (web search) | Medium | Yes | $20/mo (Pro) |",
    "10. Claude AI: The Best AI Search Engine for Long-Form Reasoning",
    "In 2026, its web search capability and exceptionally large context window make it a compelling tool for research tasks that require depth over speed."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "Best AI Search Engines in 2026: Top 10 Ranked",
    "| Claude AI | Long-form research, reasoning | Yes (web search) | Medium | Yes | $20/mo (Pro) |",
    "10. Claude AI: The Best AI Search Engine for Long-Form Reasoning",
    "In 2026, its web search capability and exceptionally large context window make it a compelling tool for research tasks that require depth over speed."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://windowslatest.com/2025/04/02/microsofts-bing-copilot-ai-search-is-rolling-out-to-everyone-to-take-on-googles-ai-mode",
   "title": "Microsoft Bing\u2019s AI Search rolls out to everyone to take on Google\u2019s AI mode",
   "published_at": "2025-04-02T09:58:37",
   "engine": "Copilot Search",
   "launch_year": "2025",
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "Microsoft has been secretly working on a Copilot-powered search feature called \u201cCopilot search,\u201d which isn\u2019t anything like the existing Copilot or Bing search.",
    "On February 24, [I exclusively reported about Bing\u2019s new AI search feature called Copilot Search](https://www.windowslatest.com/2025/02/24/exclusive-microsoft-bing-tests-ai-search-that-replaces-blue-links-like-google-ai-mode/), but at that point, the feature was hidden and not available to everyone."
   ],
   "launch_year_evidence": [
    "On February 24, [I exclusively reported about Bing\u2019s new AI search feature called Copilot Search](https://www.windowslatest.com/2025/02/24/exclusive-microsoft-bing-tests-ai-search-that-replaces-blue-links-like-google-ai-mode/), but at that point, the feature was hidden and not available to everyone."
   ],
   "status_evidence": [
    "My sources describe the feature as the \u201cfuture of search,\u201d and it\u2019s now rolling out to everyone."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://windowslatest.com/2025/04/02/microsofts-bing-copilot-ai-search-is-rolling-out-to-everyone-to-take-on-googles-ai-mode",
   "title": "Microsoft Bing\u2019s AI Search rolls out to everyone to take on Google\u2019s AI mode",
   "published_at": "2025-04-02T09:58:37",
   "engine": "Google AI mode",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "Microsoft isn\u2019t the only company exploring AI-based search results.",
    "As Barry Schwartz [reported](https://www.seroundtable.com/google-ai-mode-39002.html), Google also launched \u201cAI mode\u201d for search, and it works very much like Bing AI search, but Google\u2019s solution is only available for those who pay for the $20 AI subscription, and it currently works in the United States only."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "As Barry Schwartz [reported](https://www.seroundtable.com/google-ai-mode-39002.html), Google also launched \u201cAI mode\u201d for search, and it works very much like Bing AI search, but Google\u2019s solution is only available for those who pay for the $20 AI subscription, and it currently works in the United States only."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://markets.businessinsider.com/news/stocks/iask-ai-launches-new-education-based-hub-to-help-students-learn-with-artificial-intelligence-1036484398",
   "title": "iAsk AI Launches New Education-Based Hub to Help Students Learn with Artificial Intelligence",
   "published_at": "2026-08-23T06:14:55",
   "engine": "iAsk AI",
   "launch_year": "2023",
   "status": "active",
   "region": null,
   "category": "AI-powered search and learning platform",
   "engine_evidence": [
    "# iAsk AI Launches New Education-Based Hub to Help Students Learn with Artificial Intelligence",
    "iAsk AI is an AI-powered search and learning platform launched in 2023."
   ],
   "launch_year_evidence": [
    "# iAsk AI Launches New Education-Based Hub to Help Students Learn with Artificial Intelligence",
    "iAsk AI is an AI-powered search and learning platform launched in 2023."
   ],
   "status_evidence": [
    "# iAsk AI Launches New Education-Based Hub to Help Students Learn with Artificial Intelligence",
    "iAsk AI is an AI-powered search and learning platform launched in 2023."
   ],
   "region_evidence": null,
   "category_evidence": [
    "# iAsk AI Launches New Education-Based Hub to Help Students Learn with Artificial Intelligence",
    "iAsk AI is an AI-powered search and learning platform launched in 2023."
   ]
  },
  {
   "url": "https://theverge.com/news/624899/duckduckgo-ai-search-chatbot-plans",
   "title": "DuckDuckGo is amping up its AI search tool \u2014 but will still let you leave it behind",
   "published_at": "2025-03-06T13:00:00",
   "engine": "DuckAssist",
   "launch_year": "2023",
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "# DuckDuckGo is amping up its AI search tool \u2014 but will still let you leave it behind",
    "DuckDuckGo first launched AI-assisted answers \u2014 [originally called DuckAssist](/2023/3/8/23629095/duckduckgo-ai-answers-browser-app-extension-search) \u2014 in 2023."
   ],
   "launch_year_evidence": [
    "# DuckDuckGo is amping up its AI search tool \u2014 but will still let you leave it behind",
    "DuckDuckGo first launched AI-assisted answers \u2014 [originally called DuckAssist](/2023/3/8/23629095/duckduckgo-ai-answers-browser-app-extension-search) \u2014 in 2023."
   ],
   "status_evidence": [
    "# DuckDuckGo is amping up its AI search tool \u2014 but will still let you leave it behind",
    "DuckDuckGo has big plans for embedding AI into its search engine."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://www.failory.com/startups/search-engine",
   "title": "Top 48 Search Engine Startups to Watch in 2026",
   "published_at": "2025-11-21T20:47:23",
   "engine": "Perplexity",
   "launch_year": "2022",
   "status": "active",
   "region": "United States",
   "category": "answer engine",
   "engine_evidence": [
    "## Failory's Top 10 Picks",
    "Below is our list of 48 Search Engine startups worth keeping an eye on.",
    "Perplexity developed an AI-powered answer engine to provide accurate, real-time responses to user queries."
   ],
   "launch_year_evidence": [
    "## Failory's Top 10 Picks",
    "Below is our list of 48 Search Engine startups worth keeping an eye on.",
    "For example, Perplexity has secured $1.5 billion in funding since its start in 2022.",
    "| Year Founded | 2022 |"
   ],
   "status_evidence": [
    "## Failory's Top 10 Picks",
    "Below is our list of 48 Search Engine startups worth keeping an eye on.",
    "Perplexity developed an AI-powered answer engine to provide accurate, real-time responses to user queries."
   ],
   "region_evidence": [
    "## Failory's Top 10 Picks",
    "Below is our list of 48 Search Engine startups worth keeping an eye on.",
    "| Headquarters | San Francisco, California, United States |"
   ],
   "category_evidence": [
    "## Failory's Top 10 Picks",
    "Below is our list of 48 Search Engine startups worth keeping an eye on.",
    "Perplexity developed an AI-powered answer engine to provide accurate, real-time responses to user queries."
   ]
  },
  {
   "url": "https://www.failory.com/startups/search-engine",
   "title": "Top 48 Search Engine Startups to Watch in 2026",
   "published_at": "2025-11-21T20:47:23",
   "engine": "Glean",
   "launch_year": "2019",
   "status": "active",
   "region": "United States",
   "category": "search platform",
   "engine_evidence": [
    "## Failory's Top 10 Picks",
    "Below is our list of 48 Search Engine startups worth keeping an eye on.",
    "Glean builds an AI-powered search platform that unifies knowledge across all of a company's apps."
   ],
   "launch_year_evidence": [
    "## Failory's Top 10 Picks",
    "Below is our list of 48 Search Engine startups worth keeping an eye on.",
    "| Year Founded | 2019 |"
   ],
   "status_evidence": [
    "## Failory's Top 10 Picks",
    "Below is our list of 48 Search Engine startups worth keeping an eye on.",
    "Glean builds an AI-powered search platform that unifies knowledge across all of a company's apps."
   ],
   "region_evidence": [
    "## Failory's Top 10 Picks",
    "Below is our list of 48 Search Engine startups worth keeping an eye on.",
    "| Headquarters | Palo Alto, California, United States |"
   ],
   "category_evidence": [
    "## Failory's Top 10 Picks",
    "Below is our list of 48 Search Engine startups worth keeping an eye on.",
    "Glean builds an AI-powered search platform that unifies knowledge across all of a company's apps."
   ]
  },
  {
   "url": "https://www.failory.com/startups/search-engine",
   "title": "Top 48 Search Engine Startups to Watch in 2026",
   "published_at": "2025-11-21T20:47:23",
   "engine": "You.com",
   "launch_year": "2020",
   "status": "active",
   "region": "United States",
   "category": "AI search engine",
   "engine_evidence": [
    "## Failory's Top 10 Picks",
    "Below is our list of 48 Search Engine startups worth keeping an eye on.",
    "You.com built a personalized AI search engine that delivers customized recommendations and allows for natural conversations with its chatbot."
   ],
   "launch_year_evidence": [
    "## Failory's Top 10 Picks",
    "Below is our list of 48 Search Engine startups worth keeping an eye on.",
    "| Year Founded | 2020 |"
   ],
   "status_evidence": [
    "## Failory's Top 10 Picks",
    "Below is our list of 48 Search Engine startups worth keeping an eye on.",
    "You.com built a personalized AI search engine that delivers customized recommendations and allows for natural conversations with its chatbot."
   ],
   "region_evidence": [
    "## Failory's Top 10 Picks",
    "Below is our list of 48 Search Engine startups worth keeping an eye on.",
    "| Headquarters | Palo Alto, California, United States |"
   ],
   "category_evidence": [
    "## Failory's Top 10 Picks",
    "Below is our list of 48 Search Engine startups worth keeping an eye on.",
    "You.com built a personalized AI search engine that delivers customized recommendations and allows for natural conversations with its chatbot."
   ]
  },
  {
   "url": "https://www.failory.com/startups/search-engine",
   "title": "Top 48 Search Engine Startups to Watch in 2026",
   "published_at": "2025-11-21T20:47:23",
   "engine": "Exa",
   "launch_year": "2021",
   "status": "active",
   "region": "United States",
   "category": "AI-powered search engine built for developers",
   "engine_evidence": [
    "## Failory's Top 10 Picks",
    "Below is our list of 48 Search Engine startups worth keeping an eye on.",
    "Exa offers an AI-powered search engine built for developers to integrate into their own applications and automated workflows."
   ],
   "launch_year_evidence": [
    "## Failory's Top 10 Picks",
    "Below is our list of 48 Search Engine startups worth keeping an eye on.",
    "| Year Founded | 2021 |"
   ],
   "status_evidence": [
    "## Failory's Top 10 Picks",
    "Below is our list of 48 Search Engine startups worth keeping an eye on.",
    "Exa offers an AI-powered search engine built for developers to integrate into their own applications and automated workflows."
   ],
   "region_evidence": [
    "## Failory's Top 10 Picks",
    "Below is our list of 48 Search Engine startups worth keeping an eye on.",
    "| Headquarters | San Francisco, California, United States |"
   ],
   "category_evidence": [
    "## Failory's Top 10 Picks",
    "Below is our list of 48 Search Engine startups worth keeping an eye on.",
    "Exa offers an AI-powered search engine built for developers to integrate into their own applications and automated workflows."
   ]
  },
  {
   "url": "https://www.failory.com/startups/search-engine",
   "title": "Top 48 Search Engine Startups to Watch in 2026",
   "published_at": "2025-11-21T20:47:23",
   "engine": "Atolio",
   "launch_year": "2019",
   "status": "active",
   "region": "United States",
   "category": "enterprise search engine",
   "engine_evidence": [
    "## Failory's Top 10 Picks",
    "Below is our list of 48 Search Engine startups worth keeping an eye on.",
    "Atolio builds an AI-powered enterprise search engine that unifies information across a company's various applications."
   ],
   "launch_year_evidence": [
    "## Failory's Top 10 Picks",
    "Below is our list of 48 Search Engine startups worth keeping an eye on.",
    "| Year Founded | 2019 |"
   ],
   "status_evidence": [
    "## Failory's Top 10 Picks",
    "Below is our list of 48 Search Engine startups worth keeping an eye on.",
    "Atolio builds an AI-powered enterprise search engine that unifies information across a company's various applications."
   ],
   "region_evidence": [
    "## Failory's Top 10 Picks",
    "Below is our list of 48 Search Engine startups worth keeping an eye on.",
    "| Headquarters | Denver, Colorado, United States |"
   ],
   "category_evidence": [
    "## Failory's Top 10 Picks",
    "Below is our list of 48 Search Engine startups worth keeping an eye on.",
    "Atolio builds an AI-powered enterprise search engine that unifies information across a company's various applications."
   ]
  },
  {
   "url": "https://www.failory.com/startups/search-engine",
   "title": "Top 48 Search Engine Startups to Watch in 2026",
   "published_at": "2025-11-21T20:47:23",
   "engine": "Genspark",
   "launch_year": "2023",
   "status": "active",
   "region": "United States",
   "category": "AI search engine",
   "engine_evidence": [
    "## Failory's Top 10 Picks",
    "Below is our list of 48 Search Engine startups worth keeping an eye on.",
    "Genspark develops an AI search engine that acts as a research partner for its users."
   ],
   "launch_year_evidence": [
    "## Failory's Top 10 Picks",
    "Below is our list of 48 Search Engine startups worth keeping an eye on.",
    "| Year Founded | 2023 |"
   ],
   "status_evidence": [
    "## Failory's Top 10 Picks",
    "Below is our list of 48 Search Engine startups worth keeping an eye on.",
    "Genspark develops an AI search engine that acts as a research partner for its users."
   ],
   "region_evidence": [
    "## Failory's Top 10 Picks",
    "Below is our list of 48 Search Engine startups worth keeping an eye on.",
    "| Headquarters | Palo Alto, California, United States |"
   ],
   "category_evidence": [
    "## Failory's Top 10 Picks",
    "Below is our list of 48 Search Engine startups worth keeping an eye on.",
    "Genspark develops an AI search engine that acts as a research partner for its users."
   ]
  },
  {
   "url": "https://globenewswire.com/news-release/2026/08/19/3347910/0/en/the-biggest-ai-brands-don-t-show-up-in-ai-answers-new-data-shows-why.html",
   "title": "The biggest AI brands don't show up in AI answers. New data shows why.",
   "published_at": "2026-08-19T17:42:39",
   "engine": "ChatGPT",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "The biggest AI brands don't show up in AI answers. New data shows why.",
    "A study across ChatGPT, Google AI Overviews, and Perplexity finds consumer tools outrank the best-known model labs in AI search, and that the websites companies spent years building barely help."
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://globenewswire.com/news-release/2026/08/19/3347910/0/en/the-biggest-ai-brands-don-t-show-up-in-ai-answers-new-data-shows-why.html",
   "title": "The biggest AI brands don't show up in AI answers. New data shows why.",
   "published_at": "2026-08-19T17:42:39",
   "engine": "Google AI Overviews",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "The biggest AI brands don't show up in AI answers. New data shows why.",
    "A study across ChatGPT, Google AI Overviews, and Perplexity finds consumer tools outrank the best-known model labs in AI search, and that the websites companies spent years building barely help."
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://globenewswire.com/news-release/2026/08/19/3347910/0/en/the-biggest-ai-brands-don-t-show-up-in-ai-answers-new-data-shows-why.html",
   "title": "The biggest AI brands don't show up in AI answers. New data shows why.",
   "published_at": "2026-08-19T17:42:39",
   "engine": "Perplexity",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "The biggest AI brands don't show up in AI answers. New data shows why.",
    "A study across ChatGPT, Google AI Overviews, and Perplexity finds consumer tools outrank the best-known model labs in AI search, and that the websites companies spent years building barely help."
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://blogs.microsoft.com/blog/2023/02/07/reinventing-search-with-a-new-ai-powered-microsoft-bing-and-edge-your-copilot-for-the-web/",
   "title": "Reinventing search with a new AI-powered Microsoft Bing and Edge, your copilot for the web",
   "published_at": "2023-02-07T18:45:14",
   "engine": "Bing",
   "launch_year": "2023",
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "# Reinventing search with a new AI-powered Microsoft Bing and Edge, your copilot for the web",
    "Today, we\u2019re launching an all new, AI-powered [Bing](https://www.bing.com/) search engine and Edge browser, available in preview now at [Bing.com](https://www.bing.com/), to deliver better search, more complete answers, a new chat experience and the ability to generate content."
   ],
   "launch_year_evidence": [
    "# Reinventing search with a new AI-powered Microsoft Bing and Edge, your copilot for the web",
    "Today, we\u2019re launching an all new, AI-powered [Bing](https://www.bing.com/) search engine and Edge browser, available in preview now at [Bing.com](https://www.bing.com/), to deliver better search, more complete answers, a new chat experience and the ability to generate content."
   ],
   "status_evidence": [
    "# Reinventing search with a new AI-powered Microsoft Bing and Edge, your copilot for the web",
    "Today, we\u2019re launching an all new, AI-powered [Bing](https://www.bing.com/) search engine and Edge browser, available in preview now at [Bing.com](https://www.bing.com/), to deliver better search, more complete answers, a new chat experience and the ability to generate content."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://play.google.com/store/apps/details?hl=en_US&id=com.kagi.assistant",
   "title": "Kagi Assistant - Apps on Google Play",
   "published_at": null,
   "engine": "Kagi Assistant",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "## About this app",
    "Kagi Assistant combines Kagi Search with 30+ leading AI models, giving you the best of search and AI in one fast, ad-free app."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "## About this app",
    "Kagi Assistant combines Kagi Search with 30+ leading AI models, giving you the best of search and AI in one fast, ad-free app."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://felo.ai/blog/felo-ai-search-vs-iaskai-comparing-alternative",
   "title": "Felo AI Search vs. iAsk.ai: Comparison & Alternative",
   "published_at": "2024-09-26T08:53:05",
   "engine": "Felo AI Search",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "# Felo AI Search vs. iAsk.ai: Comparison & Alternative"
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "# Felo AI Search vs. iAsk.ai: Comparison & Alternative"
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://felo.ai/blog/felo-ai-search-vs-iaskai-comparing-alternative",
   "title": "Felo AI Search vs. iAsk.ai: Comparison & Alternative",
   "published_at": "2024-09-26T08:53:05",
   "engine": "iAsk.ai",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "# Felo AI Search vs. iAsk.ai: Comparison & Alternative",
    "iAsk.ai is another AI-powered search engine that focuses on providing accurate and detailed answers to user queries."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "# Felo AI Search vs. iAsk.ai: Comparison & Alternative",
    "iAsk.ai is another AI-powered search engine that focuses on providing accurate and detailed answers to user queries."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://x.com/BedRockDocs/status/2092590776131768513",
   "title": "Fred Creason (@BedRockDocs) on X",
   "published_at": "2026-08-26T12:31:34",
   "engine": "Perplexity",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "Official free chat apps (easiest)",
    "- **Perplexity (perplexity.ai)** \u2014 Research-style answers with citations. Basic searches are plentiful; \u201cPro\u201d searches are metered on free."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "Official free chat apps (easiest)",
    "- **Perplexity (perplexity.ai)** \u2014 Research-style answers with citations. Basic searches are plentiful; \u201cPro\u201d searches are metered on free."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://x.com/BedRockDocs/status/2092590776131768513",
   "title": "Fred Creason (@BedRockDocs) on X",
   "published_at": "2026-08-26T12:31:34",
   "engine": "DuckDuckGo AI Chat",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "No account / low-friction web chat",
    "- **DuckDuckGo AI Chat / Duck.ai** \u2014 Anonymous access to several third-party models (GPT-mini class, Claude Haiku-class, Llama, Mistral, etc.). No traditional chatbot account; designed not to train on your prompts. Best \u201copen a tab and talk\u201d option for many reviewers."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "No account / low-friction web chat",
    "- **DuckDuckGo AI Chat / Duck.ai** \u2014 Anonymous access to several third-party models (GPT-mini class, Claude Haiku-class, Llama, Mistral, etc.). No traditional chatbot account; designed not to train on your prompts. Best \u201copen a tab and talk\u201d option for many reviewers."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://x.com/BedRockDocs/status/2092590776131768513",
   "title": "Fred Creason (@BedRockDocs) on X",
   "published_at": "2026-08-26T12:31:34",
   "engine": "You.com",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "No account / low-friction web chat",
    "- **You.com / YouChat** \u2014 Search-plus-chat; core Q&A can work logged out."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "No account / low-friction web chat",
    "- **You.com / YouChat** \u2014 Search-plus-chat; core Q&A can work logged out."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://x.com/BedRockDocs/status/2092590776131768513",
   "title": "Fred Creason (@BedRockDocs) on X",
   "published_at": "2026-08-26T12:31:34",
   "engine": "Perplexity basic search",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "No account / low-friction web chat",
    "- **Perplexity basic search** \u2014 Some use without an account; history and Pro features need login."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "No account / low-friction web chat",
    "- **Perplexity basic search** \u2014 Some use without an account; history and Pro features need login."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://gdc.einnews.com/pr_news/923084645/answer-engine-a-new-open-source-tool-for-ai-and-semantic-search-that-cites-its-sources-or-says-i-don-t-know",
   "title": "Answer Engine: A New Open-Source Tool for AI and Semantic Search That Cites Its Sources \u2014 or Says \"I Don't",
   "published_at": "2026-06-29T17:55:06",
   "engine": "Google's AI Overviews",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": "AI answer engine",
   "engine_evidence": [
    "# Answer Engine: A New Open-Source Tool for AI and Semantic Search That Cites Its Sources \u2014 or Says \"I Don't Know\"",
    "As AI answer engines like Google's AI Overviews, Perplexity, ChatGPT, Copilot, and Gemini replace the list of links with a single composed answer, a new failure has come with them: these tools can return confident judgments in their own voice, sometimes citing sources that do not support the claim, sometimes describing work that does not exist, and often without a clear author a reader can question."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "# Answer Engine: A New Open-Source Tool for AI and Semantic Search That Cites Its Sources \u2014 or Says \"I Don't Know\"",
    "As AI answer engines like Google's AI Overviews, Perplexity, ChatGPT, Copilot, and Gemini replace the list of links with a single composed answer, a new failure has come with them: these tools can return confident judgments in their own voice, sometimes citing sources that do not support the claim, sometimes describing work that does not exist, and often without a clear author a reader can question."
   ],
   "region_evidence": null,
   "category_evidence": [
    "# Answer Engine: A New Open-Source Tool for AI and Semantic Search That Cites Its Sources \u2014 or Says \"I Don't Know\"",
    "As AI answer engines like Google's AI Overviews, Perplexity, ChatGPT, Copilot, and Gemini replace the list of links with a single composed answer, a new failure has come with them: these tools can return confident judgments in their own voice, sometimes citing sources that do not support the claim, sometimes describing work that does not exist, and often without a clear author a reader can question."
   ]
  },
  {
   "url": "https://gdc.einnews.com/pr_news/923084645/answer-engine-a-new-open-source-tool-for-ai-and-semantic-search-that-cites-its-sources-or-says-i-don-t-know",
   "title": "Answer Engine: A New Open-Source Tool for AI and Semantic Search That Cites Its Sources \u2014 or Says \"I Don't",
   "published_at": "2026-06-29T17:55:06",
   "engine": "Perplexity",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": "AI answer engine",
   "engine_evidence": [
    "# Answer Engine: A New Open-Source Tool for AI and Semantic Search That Cites Its Sources \u2014 or Says \"I Don't Know\"",
    "As AI answer engines like Google's AI Overviews, Perplexity, ChatGPT, Copilot, and Gemini replace the list of links with a single composed answer, a new failure has come with them: these tools can return confident judgments in their own voice, sometimes citing sources that do not support the claim, sometimes describing work that does not exist, and often without a clear author a reader can question."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "# Answer Engine: A New Open-Source Tool for AI and Semantic Search That Cites Its Sources \u2014 or Says \"I Don't Know\"",
    "As AI answer engines like Google's AI Overviews, Perplexity, ChatGPT, Copilot, and Gemini replace the list of links with a single composed answer, a new failure has come with them: these tools can return confident judgments in their own voice, sometimes citing sources that do not support the claim, sometimes describing work that does not exist, and often without a clear author a reader can question."
   ],
   "region_evidence": null,
   "category_evidence": [
    "# Answer Engine: A New Open-Source Tool for AI and Semantic Search That Cites Its Sources \u2014 or Says \"I Don't Know\"",
    "As AI answer engines like Google's AI Overviews, Perplexity, ChatGPT, Copilot, and Gemini replace the list of links with a single composed answer, a new failure has come with them: these tools can return confident judgments in their own voice, sometimes citing sources that do not support the claim, sometimes describing work that does not exist, and often without a clear author a reader can question."
   ]
  },
  {
   "url": "https://gdc.einnews.com/pr_news/923084645/answer-engine-a-new-open-source-tool-for-ai-and-semantic-search-that-cites-its-sources-or-says-i-don-t-know",
   "title": "Answer Engine: A New Open-Source Tool for AI and Semantic Search That Cites Its Sources \u2014 or Says \"I Don't",
   "published_at": "2026-06-29T17:55:06",
   "engine": "ChatGPT",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": "AI answer engine",
   "engine_evidence": [
    "# Answer Engine: A New Open-Source Tool for AI and Semantic Search That Cites Its Sources \u2014 or Says \"I Don't Know\"",
    "As AI answer engines like Google's AI Overviews, Perplexity, ChatGPT, Copilot, and Gemini replace the list of links with a single composed answer, a new failure has come with them: these tools can return confident judgments in their own voice, sometimes citing sources that do not support the claim, sometimes describing work that does not exist, and often without a clear author a reader can question."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "# Answer Engine: A New Open-Source Tool for AI and Semantic Search That Cites Its Sources \u2014 or Says \"I Don't Know\"",
    "As AI answer engines like Google's AI Overviews, Perplexity, ChatGPT, Copilot, and Gemini replace the list of links with a single composed answer, a new failure has come with them: these tools can return confident judgments in their own voice, sometimes citing sources that do not support the claim, sometimes describing work that does not exist, and often without a clear author a reader can question."
   ],
   "region_evidence": null,
   "category_evidence": [
    "# Answer Engine: A New Open-Source Tool for AI and Semantic Search That Cites Its Sources \u2014 or Says \"I Don't Know\"",
    "As AI answer engines like Google's AI Overviews, Perplexity, ChatGPT, Copilot, and Gemini replace the list of links with a single composed answer, a new failure has come with them: these tools can return confident judgments in their own voice, sometimes citing sources that do not support the claim, sometimes describing work that does not exist, and often without a clear author a reader can question."
   ]
  },
  {
   "url": "https://gdc.einnews.com/pr_news/923084645/answer-engine-a-new-open-source-tool-for-ai-and-semantic-search-that-cites-its-sources-or-says-i-don-t-know",
   "title": "Answer Engine: A New Open-Source Tool for AI and Semantic Search That Cites Its Sources \u2014 or Says \"I Don't",
   "published_at": "2026-06-29T17:55:06",
   "engine": "Copilot",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": "AI answer engine",
   "engine_evidence": [
    "# Answer Engine: A New Open-Source Tool for AI and Semantic Search That Cites Its Sources \u2014 or Says \"I Don't Know\"",
    "As AI answer engines like Google's AI Overviews, Perplexity, ChatGPT, Copilot, and Gemini replace the list of links with a single composed answer, a new failure has come with them: these tools can return confident judgments in their own voice, sometimes citing sources that do not support the claim, sometimes describing work that does not exist, and often without a clear author a reader can question."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "# Answer Engine: A New Open-Source Tool for AI and Semantic Search That Cites Its Sources \u2014 or Says \"I Don't Know\"",
    "As AI answer engines like Google's AI Overviews, Perplexity, ChatGPT, Copilot, and Gemini replace the list of links with a single composed answer, a new failure has come with them: these tools can return confident judgments in their own voice, sometimes citing sources that do not support the claim, sometimes describing work that does not exist, and often without a clear author a reader can question."
   ],
   "region_evidence": null,
   "category_evidence": [
    "# Answer Engine: A New Open-Source Tool for AI and Semantic Search That Cites Its Sources \u2014 or Says \"I Don't Know\"",
    "As AI answer engines like Google's AI Overviews, Perplexity, ChatGPT, Copilot, and Gemini replace the list of links with a single composed answer, a new failure has come with them: these tools can return confident judgments in their own voice, sometimes citing sources that do not support the claim, sometimes describing work that does not exist, and often without a clear author a reader can question."
   ]
  },
  {
   "url": "https://gdc.einnews.com/pr_news/923084645/answer-engine-a-new-open-source-tool-for-ai-and-semantic-search-that-cites-its-sources-or-says-i-don-t-know",
   "title": "Answer Engine: A New Open-Source Tool for AI and Semantic Search That Cites Its Sources \u2014 or Says \"I Don't",
   "published_at": "2026-06-29T17:55:06",
   "engine": "Gemini",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": "AI answer engine",
   "engine_evidence": [
    "# Answer Engine: A New Open-Source Tool for AI and Semantic Search That Cites Its Sources \u2014 or Says \"I Don't Know\"",
    "As AI answer engines like Google's AI Overviews, Perplexity, ChatGPT, Copilot, and Gemini replace the list of links with a single composed answer, a new failure has come with them: these tools can return confident judgments in their own voice, sometimes citing sources that do not support the claim, sometimes describing work that does not exist, and often without a clear author a reader can question."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "# Answer Engine: A New Open-Source Tool for AI and Semantic Search That Cites Its Sources \u2014 or Says \"I Don't Know\"",
    "As AI answer engines like Google's AI Overviews, Perplexity, ChatGPT, Copilot, and Gemini replace the list of links with a single composed answer, a new failure has come with them: these tools can return confident judgments in their own voice, sometimes citing sources that do not support the claim, sometimes describing work that does not exist, and often without a clear author a reader can question."
   ],
   "region_evidence": null,
   "category_evidence": [
    "# Answer Engine: A New Open-Source Tool for AI and Semantic Search That Cites Its Sources \u2014 or Says \"I Don't Know\"",
    "As AI answer engines like Google's AI Overviews, Perplexity, ChatGPT, Copilot, and Gemini replace the list of links with a single composed answer, a new failure has come with them: these tools can return confident judgments in their own voice, sometimes citing sources that do not support the claim, sometimes describing work that does not exist, and often without a clear author a reader can question."
   ]
  },
  {
   "url": "https://seroundtable.com/recap-08-27-2026-41960.html",
   "title": "Daily Search Forum Recap: August 27, 2026",
   "published_at": "2026-08-27T14:00:00",
   "engine": "Copilot Search",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "# Daily Search Forum Recap: August 27, 2026",
    "Microsoft is testing renaming the Copilot Search AI answer box at the top of the Bing Search results to AI Overviews."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "# Daily Search Forum Recap: August 27, 2026",
    "Microsoft is testing renaming the Copilot Search AI answer box at the top of the Bing Search results to AI Overviews."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://seroundtable.com/recap-08-27-2026-41960.html",
   "title": "Daily Search Forum Recap: August 27, 2026",
   "published_at": "2026-08-27T14:00:00",
   "engine": "AI Mode",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "# Daily Search Forum Recap: August 27, 2026",
    "Robby Stein from Google wants you to tell him what you think of AI Mode.",
    "Google adds link carousels for developing topics in AI Mode"
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "# Daily Search Forum Recap: August 27, 2026",
    "Robby Stein from Google wants you to tell him what you think of AI Mode.",
    "Google adds link carousels for developing topics in AI Mode"
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://hokai.io/hub/tools/perplexity-ai",
   "title": "Perplexity AI 2026: $1.72B Raised, Free Comet Browser",
   "published_at": "2026-07-21T00:00:00",
   "engine": "Perplexity AI",
   "launch_year": null,
   "status": "active",
   "region": null,
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   "engine_evidence": [
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   "url": "https://blog.kagi.com/announcing-assistant",
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    "Today we\u2019re excited to unveil the Assistant by Kagi.",
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   "url": "https://felo.ai/blog/ai-search-engines-comparison-for-ambiguous-queries",
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   "url": "https://felo.ai/blog/ai-search-engines-comparison-for-ambiguous-queries",
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   "url": "https://felo.ai/blog/ai-search-engines-comparison-for-ambiguous-queries",
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   "url": "https://felo.ai/blog/ai-search-engines-comparison-for-ambiguous-queries",
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    "In this evaluation, we comprehensively tested several popular AI Search engines, including Perplexity Basic, Perplexity Pro, GenSpark, Felo AI, iAsk, and You.com, focusing on this type of query."
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   "url": "https://felo.ai/blog/ai-search-engines-comparison-for-ambiguous-queries",
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   "url": "https://felo.ai/blog/ai-search-engines-comparison-for-ambiguous-queries",
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   "url": "https://thenextweb.com/news/liner-36m-series-c-ai-search-enterprise",
   "title": "Liner raises $36.1M to take its evidence-first AI search to enterprise customers",
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   "engine": "Liner",
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   "engine_evidence": [
    "# Liner raises $36.1M to take its evidence-first AI search to enterprise customers",
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   "status_evidence": [
    "# Liner raises $36.1M to take its evidence-first AI search to enterprise customers",
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   "url": "https://slack.com/blog/productivity/top-ai-search-engines",
   "title": "Top AI Search Engines for 2026",
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   "engine": "Slack AI Search + Slackbot",
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    "The Top AI Search Engines for 2026",
    "What are the top AI search engines in 2026?",
    "Best for enterprise internal search: Slack AI Search + Slackbot"
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   "url": "https://slack.com/blog/productivity/top-ai-search-engines",
   "title": "Top AI Search Engines for 2026",
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    "The Top AI Search Engines for 2026",
    "What are the top AI search engines in 2026?",
    "Best for productivity: Microsoft Copilot"
   ],
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   "url": "https://slack.com/blog/productivity/top-ai-search-engines",
   "title": "Top AI Search Engines for 2026",
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   "engine_evidence": [
    "The Top AI Search Engines for 2026",
    "What are the top AI search engines in 2026?",
    "Best for real-time discovery: Perplexity"
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   "url": "https://slack.com/blog/productivity/top-ai-search-engines",
   "title": "Top AI Search Engines for 2026",
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    "The Top AI Search Engines for 2026",
    "What are the top AI search engines in 2026?",
    "Best for Google ecosystem users: Gemini"
   ],
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   "url": "https://slack.com/blog/productivity/top-ai-search-engines",
   "title": "Top AI Search Engines for 2026",
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    "The Top AI Search Engines for 2026",
    "What are the top AI search engines in 2026?",
    "Best for privacy: Brave Search AI"
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   "url": "https://slack.com/blog/productivity/top-ai-search-engines",
   "title": "Top AI Search Engines for 2026",
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   "engine": "You.com",
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   "engine_evidence": [
    "The Top AI Search Engines for 2026",
    "What are the top AI search engines in 2026?",
    "Best for research citations: You.com"
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  },
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   "url": "https://slack.com/blog/productivity/top-ai-search-engines",
   "title": "Top AI Search Engines for 2026",
   "published_at": null,
   "engine": "ChatGPT Search",
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   "engine_evidence": [
    "The Top AI Search Engines for 2026",
    "What are the top AI search engines in 2026?",
    "Best for creative synthesis: ChatGPT Search"
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  },
  {
   "url": "https://tech-insider.org/google-ai-mode-blue-links-2026",
   "title": "Google AI Mode Hits 1B Users as Blue Links Fade [2026]",
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    "| Google | 91.27% | AI Mode (Gemini 3.5 Flash), AI Overviews |"
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    "| Search Engine | Global Market Share (June 2026) | AI Search Feature |",
    "| Google | 91.27% | AI Mode (Gemini 3.5 Flash), AI Overviews |"
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   "url": "https://tech-insider.org/google-ai-mode-blue-links-2026",
   "title": "Google AI Mode Hits 1B Users as Blue Links Fade [2026]",
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   "engine": "AI Overviews",
   "launch_year": "2024",
   "status": "active",
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   "engine_evidence": [
    "| Search Engine | Global Market Share (June 2026) | AI Search Feature |",
    "| Google | 91.27% | AI Mode (Gemini 3.5 Flash), AI Overviews |"
   ],
   "launch_year_evidence": [
    "From Ten Blue Links to AI Overviews to AI Mode",
    "The AI Overviews Era (2024)",
    "Google\u2019s Search Generative Experience, an opt-in experiment, graduated into AI Overviews in 2024, placing an AI-written summary above the traditional link list for a subset of queries."
   ],
   "status_evidence": [
    "| Search Engine | Global Market Share (June 2026) | AI Search Feature |",
    "| Google | 91.27% | AI Mode (Gemini 3.5 Flash), AI Overviews |"
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://tech-insider.org/google-ai-mode-blue-links-2026",
   "title": "Google AI Mode Hits 1B Users as Blue Links Fade [2026]",
   "published_at": "2026-07-31T10:14:55",
   "engine": "Copilot / Copilot Search",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "| Search Engine | Global Market Share (June 2026) | AI Search Feature |",
    "| Bing | 4.68% | Copilot / Copilot Search |"
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "| Search Engine | Global Market Share (June 2026) | AI Search Feature |",
    "| Bing | 4.68% | Copilot / Copilot Search |"
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://tech-insider.org/google-ai-mode-blue-links-2026",
   "title": "Google AI Mode Hits 1B Users as Blue Links Fade [2026]",
   "published_at": "2026-07-31T10:14:55",
   "engine": "Bing-powered backend",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "| Search Engine | Global Market Share (June 2026) | AI Search Feature |",
    "| Yahoo | 1.28% | Bing-powered backend |"
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "| Search Engine | Global Market Share (June 2026) | AI Search Feature |",
    "| Yahoo | 1.28% | Bing-powered backend |"
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://tech-insider.org/google-ai-mode-blue-links-2026",
   "title": "Google AI Mode Hits 1B Users as Blue Links Fade [2026]",
   "published_at": "2026-07-31T10:14:55",
   "engine": "Regional AI assistant features",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "| Search Engine | Global Market Share (June 2026) | AI Search Feature |",
    "| Yandex | 0.79% | Regional AI assistant features |"
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "| Search Engine | Global Market Share (June 2026) | AI Search Feature |",
    "| Yandex | 0.79% | Regional AI assistant features |"
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://tech-insider.org/google-ai-mode-blue-links-2026",
   "title": "Google AI Mode Hits 1B Users as Blue Links Fade [2026]",
   "published_at": "2026-07-31T10:14:55",
   "engine": "Opt-in AI chat features",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "| Search Engine | Global Market Share (June 2026) | AI Search Feature |",
    "| DuckDuckGo | 0.67% | Opt-in AI chat features |"
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "| Search Engine | Global Market Share (June 2026) | AI Search Feature |",
    "| DuckDuckGo | 0.67% | Opt-in AI chat features |"
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://tech-insider.org/google-ai-mode-blue-links-2026",
   "title": "Google AI Mode Hits 1B Users as Blue Links Fade [2026]",
   "published_at": "2026-07-31T10:14:55",
   "engine": "ERNIE-based AI search",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "| Search Engine | Global Market Share (June 2026) | AI Search Feature |",
    "| Baidu | 0.43% | ERNIE-based AI search (China) |"
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "| Search Engine | Global Market Share (June 2026) | AI Search Feature |",
    "| Baidu | 0.43% | ERNIE-based AI search (China) |"
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://wbng.marketminute.com/article/marketersmedia-2026-8-23-iask-ai-launches-new-education-based-hub-to-help-students-learn-with-artificial-intelligence",
   "title": "iAsk AI Launches New Education-Based Hub to Help Students Learn with Artificial Intelligence",
   "published_at": "2026-08-23T04:14:55",
   "engine": "iAsk AI",
   "launch_year": "2023",
   "status": "active",
   "region": null,
   "category": "AI search and learning platform",
   "engine_evidence": [
    "The firm is transforming its search engine into an educational hub equipped with tutorials and guided learning technologies intended to help students learn through AI.",
    " -- iAsk AI is launching an expansion of its platform into an education-based AI hub aimed at helping students use artificial intelligence as a means of learning rather than just getting answers."
   ],
   "launch_year_evidence": [
    "Initially launched as an AI search engine in 2023, iAsk AI has seen over 750 million searches since then.",
    "iAsk AI is an AI-powered search and learning platform launched in 2023."
   ],
   "status_evidence": [
    "Presently, iAsk offers an AI search engine and [AI homework helper](https://iask.ai/) to assist students and researchers.",
    "iAsk AI is an AI-powered search and learning platform launched in 2023."
   ],
   "region_evidence": null,
   "category_evidence": [
    "The firm is transforming its search engine into an educational hub equipped with tutorials and guided learning technologies intended to help students learn through AI.",
    "iAsk AI is an AI-powered search and learning platform launched in 2023."
   ]
  },
  {
   "url": "https://share.google/VAWwMCwPQiLyICJ2Q",
   "title": "Sick of Google's AI Overload? Try These Search Engines Instead",
   "published_at": "2026-05-20T15:58:27",
   "engine": "Brave Search",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "Sick of Google's AI Overload? Try These Search Engines Instead",
    "## Best for Privacy, Customization, and AI Summaries",
    "Brave now gives you a choice of AI-powered or standard web results via its Answer With AI button."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "Sick of Google's AI Overload? Try These Search Engines Instead",
    "Updated May 20, 2026",
    "## Best for Privacy, Customization, and AI Summaries",
    "Brave now gives you a choice of AI-powered or standard web results via its Answer With AI button."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://share.google/VAWwMCwPQiLyICJ2Q",
   "title": "Sick of Google's AI Overload? Try These Search Engines Instead",
   "published_at": "2026-05-20T15:58:27",
   "engine": "DuckDuckGo",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "Sick of Google's AI Overload? Try These Search Engines Instead",
    "The primary DuckDuckGo search engine now includes two AI features: Assist, which generates a summary of answers for your query, and [Duck.ai](https://Duck.ai) Chat."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "Sick of Google's AI Overload? Try These Search Engines Instead",
    "Updated May 20, 2026",
    "The primary DuckDuckGo search engine now includes two AI features: Assist, which generates a summary of answers for your query, and [Duck.ai](https://Duck.ai) Chat."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://share.google/VAWwMCwPQiLyICJ2Q",
   "title": "Sick of Google's AI Overload? Try These Search Engines Instead",
   "published_at": "2026-05-20T15:58:27",
   "engine": "Ecosia",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "Sick of Google's AI Overload? Try These Search Engines Instead",
    "## Best for Supporting the Environment",
    "In addition to its altruistic endeavors, Ecosia is staying in the search game by adding AI tools."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "Sick of Google's AI Overload? Try These Search Engines Instead",
    "Updated May 20, 2026",
    "## Best for Supporting the Environment",
    "In addition to its altruistic endeavors, Ecosia is staying in the search game by adding AI tools."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://share.google/VAWwMCwPQiLyICJ2Q",
   "title": "Sick of Google's AI Overload? Try These Search Engines Instead",
   "published_at": "2026-05-20T15:58:27",
   "engine": "Copilot Search",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "Sick of Google's AI Overload? Try These Search Engines Instead",
    "For a search experience that rivals Google in terms of AI tools and the richness of information on the result page, Bing is it.",
    "Separate from that chatbot is Copilot Search, which you can access after you see results."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "Sick of Google's AI Overload? Try These Search Engines Instead",
    "Updated May 20, 2026",
    "For a search experience that rivals Google in terms of AI tools and the richness of information on the result page, Bing is it.",
    "Separate from that chatbot is Copilot Search, which you can access after you see results."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://share.google/VAWwMCwPQiLyICJ2Q",
   "title": "Sick of Google's AI Overload? Try These Search Engines Instead",
   "published_at": "2026-05-20T15:58:27",
   "engine": "Presearch",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "Sick of Google's AI Overload? Try These Search Engines Instead",
    "Presearch also offers its own AI result, which you can disable if you prefer."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "Sick of Google's AI Overload? Try These Search Engines Instead",
    "Updated May 20, 2026",
    "Presearch also offers its own AI result, which you can disable if you prefer."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://share.google/VAWwMCwPQiLyICJ2Q",
   "title": "Sick of Google's AI Overload? Try These Search Engines Instead",
   "published_at": "2026-05-20T15:58:27",
   "engine": "Qwant",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "Sick of Google's AI Overload? Try These Search Engines Instead",
    "## Best Europe-Centric Private Search",
    "Like many other options here, Qwant is getting into the AI act, but you need to sign in to see AI-generated answers and summaries."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "Sick of Google's AI Overload? Try These Search Engines Instead",
    "Updated May 20, 2026",
    "## Best Europe-Centric Private Search",
    "Like many other options here, Qwant is getting into the AI act, but you need to sign in to see AI-generated answers and summaries."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://share.google/VAWwMCwPQiLyICJ2Q",
   "title": "Sick of Google's AI Overload? Try These Search Engines Instead",
   "published_at": "2026-05-20T15:58:27",
   "engine": "Swisscows",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "Sick of Google's AI Overload? Try These Search Engines Instead",
    "Like nearly all the other search services here, aside from Startpage, Swisscows now has AI summaries."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "Sick of Google's AI Overload? Try These Search Engines Instead",
    "Updated May 20, 2026",
    "Like nearly all the other search services here, aside from Startpage, Swisscows now has AI summaries."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://share.google/VAWwMCwPQiLyICJ2Q",
   "title": "Sick of Google's AI Overload? Try These Search Engines Instead",
   "published_at": "2026-05-20T15:58:27",
   "engine": "Yahoo Search",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "Sick of Google's AI Overload? Try These Search Engines Instead",
    "## Best for News and Financial Information",
    "Not to be left out of the AI party, Yahoo search includes Yahoo Scout, a [Claude](https://www.pcmag.com/reviews/claude)-based AI Chat option."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "Sick of Google's AI Overload? Try These Search Engines Instead",
    "Updated May 20, 2026",
    "## Best for News and Financial Information",
    "Not to be left out of the AI party, Yahoo search includes Yahoo Scout, a [Claude](https://www.pcmag.com/reviews/claude)-based AI Chat option."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://globenewswire.com/news-release/2026/08/19/3347910/0/en/the-biggest-ai-brands-don-t-show-up-in-ai-answers-new-data-shows-why.html?print=1",
   "title": "The biggest AI brands don't show up in AI answers. New data shows why.",
   "published_at": "2026-08-19T00:00:00",
   "engine": "ChatGPT",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "The biggest AI brands don't show up in AI answers. New data shows why.",
    "A study across ChatGPT, Google AI Overviews, and Perplexity finds consumer tools outrank the best-known model labs in AI search, and that the websites companies spent years building barely help."
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://globenewswire.com/news-release/2026/08/19/3347910/0/en/the-biggest-ai-brands-don-t-show-up-in-ai-answers-new-data-shows-why.html?print=1",
   "title": "The biggest AI brands don't show up in AI answers. New data shows why.",
   "published_at": "2026-08-19T00:00:00",
   "engine": "Google AI Overviews",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "The biggest AI brands don't show up in AI answers. New data shows why.",
    "A study across ChatGPT, Google AI Overviews, and Perplexity finds consumer tools outrank the best-known model labs in AI search, and that the websites companies spent years building barely help."
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://globenewswire.com/news-release/2026/08/19/3347910/0/en/the-biggest-ai-brands-don-t-show-up-in-ai-answers-new-data-shows-why.html?print=1",
   "title": "The biggest AI brands don't show up in AI answers. New data shows why.",
   "published_at": "2026-08-19T00:00:00",
   "engine": "Perplexity",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "The biggest AI brands don't show up in AI answers. New data shows why.",
    "A study across ChatGPT, Google AI Overviews, and Perplexity finds consumer tools outrank the best-known model labs in AI search, and that the websites companies spent years building barely help."
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://vinespire.com/learn/ai-search-timeline",
   "title": "The AI Search Timeline",
   "published_at": "2026-07-18T00:00:00",
   "engine": "Perplexity",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "# The AI Search Timeline",
    "Perplexity launches its AI-powered search product",
    "Perplexity AI launches its answer-oriented search experience shortly after ChatGPT\u2019s debut, emphasizing cited web answers rather than chat alone."
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://vinespire.com/learn/ai-search-timeline",
   "title": "The AI Search Timeline",
   "published_at": "2026-07-18T00:00:00",
   "engine": "Bing",
   "launch_year": "2023",
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "# The AI Search Timeline",
    "Microsoft unveils AI-powered Bing and Edge preview",
    "Microsoft announces a new Bing search experience and Edge browser features powered by OpenAI models, positioning generative chat as a first-class interface for web search."
   ],
   "launch_year_evidence": [
    "# The AI Search Timeline",
    "Microsoft unveils AI-powered Bing and Edge preview",
    "Source: [Microsoft Blog \u2014 Reinventing search with a new AI-powered Bing and Edge](https://blogs.microsoft.com/blog/2023/02/07/reinventing-search-with-a-new-ai-powered-microsoft-bing-and-edge-your-copilot-for-the-web/)"
   ],
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://vinespire.com/learn/ai-search-timeline",
   "title": "The AI Search Timeline",
   "published_at": "2026-07-18T00:00:00",
   "engine": "Search Generative Experience (SGE)",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "# The AI Search Timeline",
    "Google announces Search Generative Experience (SGE)",
    "Google introduces an experimental Search Generative Experience in Search Labs that uses generative AI to provide richer context in Search."
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://vinespire.com/learn/ai-search-timeline",
   "title": "The AI Search Timeline",
   "published_at": "2026-07-18T00:00:00",
   "engine": "AI Overviews",
   "launch_year": "2024",
   "status": null,
   "region": "U.S.",
   "category": null,
   "engine_evidence": [
    "# The AI Search Timeline",
    "Google begins rolling out AI Overviews to everyone in the U.S.",
    "At Google I/O 2024, Google announces AI Overviews will begin rolling out to everyone in the U.S., expanding generative summaries in Search beyond opt-in Labs experiments."
   ],
   "launch_year_evidence": [
    "# The AI Search Timeline",
    "Google begins rolling out AI Overviews to everyone in the U.S.",
    "Source: [Google Keyword Blog \u2014 Generative AI in Search (May 14, 2024)](https://blog.google/products-and-platforms/products/search/generative-ai-google-search-may-2024/)"
   ],
   "status_evidence": null,
   "region_evidence": [
    "# The AI Search Timeline",
    "Google begins rolling out AI Overviews to everyone in the U.S.",
    "At Google I/O 2024, Google announces AI Overviews will begin rolling out to everyone in the U.S., expanding generative summaries in Search beyond opt-in Labs experiments."
   ],
   "category_evidence": null
  },
  {
   "url": "https://vinespire.com/learn/ai-search-timeline",
   "title": "The AI Search Timeline",
   "published_at": "2026-07-18T00:00:00",
   "engine": "ChatGPT search",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "# The AI Search Timeline",
    "OpenAI launches ChatGPT search",
    "OpenAI introduces search capabilities inside ChatGPT, bringing web results and citations into the chat interface for eligible users."
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://explore.microsoft.com/en-us/bing/copilot-search",
   "title": "Copilot Search | Microsoft Bing",
   "published_at": null,
   "engine": "Copilot Search",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "Select **All links** to view all links related to the search results\u2014these links weren\u2019t used to inform the Copilot Search responses."
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://business.thepilotnews.com/thepilotnews/article/marketersmedia-2026-8-23-iask-ai-launches-new-education-based-hub-to-help-students-learn-with-artificial-intelligence",
   "title": "iAsk AI Launches New Education-Based Hub to Help Students Learn with Artificial Intelligence",
   "published_at": "2026-08-23T04:14:55",
   "engine": "iAsk AI",
   "launch_year": "2023",
   "status": "active",
   "region": null,
   "category": "AI-powered search and learning platform",
   "engine_evidence": [
    "*The firm is transforming its search engine into an educational hub equipped with tutorials and guided learning technologies intended to help students learn through AI.*",
    "-- iAsk AI is launching an expansion of its platform into an education-based AI hub aimed at helping students use artificial intelligence as a means of learning rather than just getting answers.",
    "iAsk AI is an AI-powered search and learning platform launched in 2023."
   ],
   "launch_year_evidence": [
    "Initially launched as an AI search engine in 2023, iAsk AI has seen over 750 million searches since then.",
    "iAsk AI is an AI-powered search and learning platform launched in 2023."
   ],
   "status_evidence": [
    "*The firm is transforming its search engine into an educational hub equipped with tutorials and guided learning technologies intended to help students learn through AI.*",
    "Presently, iAsk offers an AI search engine and [AI homework helper](https://iask.ai/) to assist students and researchers."
   ],
   "region_evidence": null,
   "category_evidence": [
    "*The firm is transforming its search engine into an educational hub equipped with tutorials and guided learning technologies intended to help students learn through AI.*",
    "iAsk AI is an AI-powered search and learning platform launched in 2023."
   ]
  },
  {
   "url": "https://x.com/BedRockDocs/article/2092590776131768513",
   "title": "Free AI/LLM Discourse",
   "published_at": "2026-08-26T12:31:34",
   "engine": "Perplexity",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "Official free chat apps (easiest)",
    "- **Perplexity (perplexity.ai)** \u2014 Research-style answers with citations. Basic searches are plentiful; \u201cPro\u201d searches are metered on free."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "Official free chat apps (easiest)",
    "- **Perplexity (perplexity.ai)** \u2014 Research-style answers with citations. Basic searches are plentiful; \u201cPro\u201d searches are metered on free."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://x.com/BedRockDocs/article/2092590776131768513",
   "title": "Free AI/LLM Discourse",
   "published_at": "2026-08-26T12:31:34",
   "engine": "You.com",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "No account / low-friction web chat",
    "- **You.com / YouChat** \u2014 Search-plus-chat; core Q&A can work logged out."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "No account / low-friction web chat",
    "- **You.com / YouChat** \u2014 Search-plus-chat; core Q&A can work logged out."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://dageno.ai/blog/the-complete-search-engines-guide",
   "title": "The Complete Search Engines Guide 2026: How They Work, Full Platform List, and the Rise of AI Search",
   "published_at": "2026-05-12T02:06:45",
   "engine": "Perplexity AI",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "The Complete Search Engines Guide 2026: How They Work, Full Platform List, and the Rise of AI Search",
    "#### 9. Perplexity AI",
    "[Perplexity AI](https://www.perplexity.ai) is the fastest-growing AI search engine, positioned specifically as a research tool that provides direct answers with cited sources."
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://dageno.ai/blog/the-complete-search-engines-guide",
   "title": "The Complete Search Engines Guide 2026: How They Work, Full Platform List, and the Rise of AI Search",
   "published_at": "2026-05-12T02:06:45",
   "engine": "ChatGPT Search",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "The Complete Search Engines Guide 2026: How They Work, Full Platform List, and the Rise of AI Search",
    "#### 10. ChatGPT Search (OpenAI)",
    "[ChatGPT](https://openai.com/chatgpt) with web search capability browses Bing's index to retrieve real-time information, supplementing its training data with current web content."
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://dageno.ai/blog/the-complete-search-engines-guide",
   "title": "The Complete Search Engines Guide 2026: How They Work, Full Platform List, and the Rise of AI Search",
   "published_at": "2026-05-12T02:06:45",
   "engine": "Google AI Mode",
   "launch_year": "2025",
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "The Complete Search Engines Guide 2026: How They Work, Full Platform List, and the Rise of AI Search",
    "#### 11. Google AI Mode",
    "Google AI Mode is Google's dedicated conversational search experience, powered by a custom Gemini 2.5 model and integrated with Google's Shopping Graph (50+ billion product listings), Maps data, and real-time search index."
   ],
   "launch_year_evidence": [
    "The Complete Search Engines Guide 2026: How They Work, Full Platform List, and the Rise of AI Search",
    "#### 11. Google AI Mode",
    "**Launched:** 2025 (US) | **Model:** Gemini 2.5-powered conversational search"
   ],
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://dageno.ai/blog/the-complete-search-engines-guide",
   "title": "The Complete Search Engines Guide 2026: How They Work, Full Platform List, and the Rise of AI Search",
   "published_at": "2026-05-12T02:06:45",
   "engine": "Microsoft Copilot",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "The Complete Search Engines Guide 2026: How They Work, Full Platform List, and the Rise of AI Search",
    "#### 12. Microsoft Copilot (Bing AI)",
    "Microsoft Copilot is the AI assistant integrated across Microsoft's ecosystem \u2014 including Windows, Office 365, Edge browser, and Bing search."
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://dageno.ai/blog/the-complete-search-engines-guide",
   "title": "The Complete Search Engines Guide 2026: How They Work, Full Platform List, and the Rise of AI Search",
   "published_at": "2026-05-12T02:06:45",
   "engine": "Claude",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "The Complete Search Engines Guide 2026: How They Work, Full Platform List, and the Rise of AI Search",
    "#### 13. Claude (Anthropic)",
    "[Claude](https://claude.ai) from Anthropic is increasingly used as a research and information-discovery tool, particularly in enterprise and professional contexts."
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://dageno.ai/blog/the-complete-search-engines-guide",
   "title": "The Complete Search Engines Guide 2026: How They Work, Full Platform List, and the Rise of AI Search",
   "published_at": "2026-05-12T02:06:45",
   "engine": "Grok",
   "launch_year": "2023",
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "The Complete Search Engines Guide 2026: How They Work, Full Platform List, and the Rise of AI Search",
    "#### 14. Grok (xAI)",
    "[Grok](https://grok.x.ai) is xAI's AI assistant with direct access to real-time X (Twitter) data \u2014 a unique advantage over competitors."
   ],
   "launch_year_evidence": [
    "The Complete Search Engines Guide 2026: How They Work, Full Platform List, and the Rise of AI Search",
    "#### 14. Grok (xAI)",
    "**Platform:** X (Twitter) and standalone | **Founded:** 2023"
   ],
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://dageno.ai/blog/the-complete-search-engines-guide",
   "title": "The Complete Search Engines Guide 2026: How They Work, Full Platform List, and the Rise of AI Search",
   "published_at": "2026-05-12T02:06:45",
   "engine": "Meta AI",
   "launch_year": "2024",
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "The Complete Search Engines Guide 2026: How They Work, Full Platform List, and the Rise of AI Search",
    "#### 15. Meta AI",
    "Meta AI is embedded directly into Meta's social platforms, making it accessible to billions of users without requiring any separate app download."
   ],
   "launch_year_evidence": [
    "The Complete Search Engines Guide 2026: How They Work, Full Platform List, and the Rise of AI Search",
    "#### 15. Meta AI",
    "**Platforms:** Facebook, Instagram, WhatsApp, Messenger | **Founded:** 2024"
   ],
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://geneo.app/blog/ai-first-content-strategy-ultimate-guide",
   "title": "AI-First Content Strategy: The Ultimate Guide to the Future of Search",
   "published_at": "2025-10-10T14:24:39",
   "engine": "Copilot Search",
   "launch_year": "2025",
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "# AI-First Content Strategy: How to Build for the Future of Search",
    "This guide shows you how to build an AI-first content strategy that works across Google (AI Overviews/AI Mode), Bing/Copilot Search, ChatGPT Search, and Perplexity\u2014so your brand is eligible to be cited, explored, and chosen.",
    "Microsoft\u2019s Copilot Search in Bing summarizes results and provides a \u201cLearn more\u201d cluster of references; Microsoft notes that web-grounded responses include links to sources beneath the answer, described in the Microsoft support explainer, [Copilot in Bing: Our approach to Responsible AI](https://support.microsoft.com/en-us/topic/copilot-in-bing-our-approach-to-responsible-ai-45b5eae8-7466-43e1-ae98-b48f8ff8fd44), and the April 2025 Bing blog announcement, [Introducing Copilot Search in Bing](https://blogs.bing.com/search/April-2025/Introducing-Copilot-Search-in-Bing)."
   ],
   "launch_year_evidence": [
    "# AI-First Content Strategy: How to Build for the Future of Search",
    "Microsoft\u2019s Copilot Search in Bing summarizes results and provides a \u201cLearn more\u201d cluster of references; Microsoft notes that web-grounded responses include links to sources beneath the answer, described in the Microsoft support explainer, [Copilot in Bing: Our approach to Responsible AI](https://support.microsoft.com/en-us/topic/copilot-in-bing-our-approach-to-responsible-ai-45b5eae8-7466-43e1-ae98-b48f8ff8fd44), and the April 2025 Bing blog announcement, [Introducing Copilot Search in Bing](https://blogs.bing.com/search/April-2025/Introducing-Copilot-Search-in-Bing)."
   ],
   "status_evidence": [
    "# AI-First Content Strategy: How to Build for the Future of Search",
    "This guide shows you how to build an AI-first content strategy that works across Google (AI Overviews/AI Mode), Bing/Copilot Search, ChatGPT Search, and Perplexity\u2014so your brand is eligible to be cited, explored, and chosen.",
    "Microsoft\u2019s Copilot Search in Bing summarizes results and provides a \u201cLearn more\u201d cluster of references; Microsoft notes that web-grounded responses include links to sources beneath the answer, described in the Microsoft support explainer, [Copilot in Bing: Our approach to Responsible AI](https://support.microsoft.com/en-us/topic/copilot-in-bing-our-approach-to-responsible-ai-45b5eae8-7466-43e1-ae98-b48f8ff8fd44), and the April 2025 Bing blog announcement, [Introducing Copilot Search in Bing](https://blogs.bing.com/search/April-2025/Introducing-Copilot-Search-in-Bing)."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://geneo.app/blog/ai-first-content-strategy-ultimate-guide",
   "title": "AI-First Content Strategy: The Ultimate Guide to the Future of Search",
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    "This guide shows you how to build an AI-first content strategy that works across Google (AI Overviews/AI Mode), Bing/Copilot Search, ChatGPT Search, and Perplexity\u2014so your brand is eligible to be cited, explored, and chosen.",
    "OpenAI\u2019s ChatGPT Search shows inline citations and a Sources button listing the links used, per the 2025 [ChatGPT search help article](https://help.openai.com/en/articles/9237897-chatgpt-search) and the updated February 2025 announcement, [Introducing ChatGPT Search](https://openai.com/index/introducing-chatgpt-search/)."
   ],
   "launch_year_evidence": [
    "# AI-First Content Strategy: How to Build for the Future of Search",
    "OpenAI\u2019s ChatGPT Search shows inline citations and a Sources button listing the links used, per the 2025 [ChatGPT search help article](https://help.openai.com/en/articles/9237897-chatgpt-search) and the updated February 2025 announcement, [Introducing ChatGPT Search](https://openai.com/index/introducing-chatgpt-search/)."
   ],
   "status_evidence": [
    "# AI-First Content Strategy: How to Build for the Future of Search",
    "This guide shows you how to build an AI-first content strategy that works across Google (AI Overviews/AI Mode), Bing/Copilot Search, ChatGPT Search, and Perplexity\u2014so your brand is eligible to be cited, explored, and chosen.",
    "OpenAI\u2019s ChatGPT Search shows inline citations and a Sources button listing the links used, per the 2025 [ChatGPT search help article](https://help.openai.com/en/articles/9237897-chatgpt-search) and the updated February 2025 announcement, [Introducing ChatGPT Search](https://openai.com/index/introducing-chatgpt-search/)."
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   "url": "https://geneo.app/blog/ai-first-content-strategy-ultimate-guide",
   "title": "AI-First Content Strategy: The Ultimate Guide to the Future of Search",
   "published_at": "2025-10-10T14:24:39",
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    "This guide shows you how to build an AI-first content strategy that works across Google (AI Overviews/AI Mode), Bing/Copilot Search, ChatGPT Search, and Perplexity\u2014so your brand is eligible to be cited, explored, and chosen.",
    "Perplexity consistently displays clickable citations so users can verify claims and dig deeper, per its help center pages, [How does Perplexity work?](https://www.perplexity.ai/help-center/en/articles/10352895-how-does-perplexity-work) and [What is Perplexity?](https://www.perplexity.ai/help-center/en/articles/10352155-what-is-perplexity), and its onboarding blog, [Getting started with Perplexity](https://www.perplexity.ai/hub/blog/getting-started-with-perplexity)."
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    "# AI-First Content Strategy: How to Build for the Future of Search",
    "This guide shows you how to build an AI-first content strategy that works across Google (AI Overviews/AI Mode), Bing/Copilot Search, ChatGPT Search, and Perplexity\u2014so your brand is eligible to be cited, explored, and chosen.",
    "Perplexity consistently displays clickable citations so users can verify claims and dig deeper, per its help center pages, [How does Perplexity work?](https://www.perplexity.ai/help-center/en/articles/10352895-how-does-perplexity-work) and [What is Perplexity?](https://www.perplexity.ai/help-center/en/articles/10352155-what-is-perplexity), and its onboarding blog, [Getting started with Perplexity](https://www.perplexity.ai/hub/blog/getting-started-with-perplexity)."
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  },
  {
   "url": "https://apps.apple.com/gb/app/kagi-assistant/id6755965340",
   "title": "Kagi Assistant App - App Store",
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   "engine": "Kagi Assistant",
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   "status": "active",
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   "engine_evidence": [
    "#",
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   "status_evidence": [
    "#",
    "Kagi Assistant",
    "Free \u00b7 In-App Purchases \u00b7 Designed for iPad. Not verified for macOS.",
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   "category_evidence": null
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  {
   "url": "https://aicensus.co/categories/research-search",
   "title": "Research & Search AI Tools \u2014 Best Research & Search Apps & Agents",
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   "engine": "Perplexity",
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    "# Research & Search Tools",
    "AI tools that help you find, analyze, and synthesize information from across the web and documents.",
    "Answer engines \u2014 Perplexity, You.com, Genspark, and Perplexity's Comet browser \u2014 synthesize web results into cited answers, replacing the open-ten-tabs workflow with a conversation that shows its work.",
    "### Perplexity",
    "AI answer engine for cited web research and fast synthesis."
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   "category_evidence": null
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  {
   "url": "https://aicensus.co/categories/research-search",
   "title": "Research & Search AI Tools \u2014 Best Research & Search Apps & Agents",
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   "category": null,
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    "# Research & Search Tools",
    "AI tools that help you find, analyze, and synthesize information from across the web and documents.",
    "Answer engines \u2014 Perplexity, You.com, Genspark, and Perplexity's Comet browser \u2014 synthesize web results into cited answers, replacing the open-ten-tabs workflow with a conversation that shows its work.",
    "### You.com",
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   "url": "https://aicensus.co/categories/research-search",
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    "AI tools that help you find, analyze, and synthesize information from across the web and documents.",
    "Answer engines \u2014 Perplexity, You.com, Genspark, and Perplexity's Comet browser \u2014 synthesize web results into cited answers, replacing the open-ten-tabs workflow with a conversation that shows its work.",
    "### Genspark",
    "AI super-agent for research, Sparkpages, slides, and multi-step web tasks."
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   "region_evidence": null,
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   "url": "https://aicensus.co/categories/research-search",
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    "Answer engines \u2014 Perplexity, You.com, Genspark, and Perplexity's Comet browser \u2014 synthesize web results into cited answers, replacing the open-ten-tabs workflow with a conversation that shows its work.",
    "### Perplexity Comet",
    "Free AI-native browser with Perplexity search, tab-aware answers, and agentic browsing."
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   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
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  },
  {
   "url": "https://aicensus.co/categories/research-search",
   "title": "Research & Search AI Tools \u2014 Best Research & Search Apps & Agents",
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    "### Consensus",
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   "status_evidence": null,
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   "category_evidence": null
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  {
   "url": "https://aicensus.co/categories/research-search",
   "title": "Research & Search AI Tools \u2014 Best Research & Search Apps & Agents",
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   "engine": "Elicit",
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    "### Elicit",
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   "launch_year_evidence": null,
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    "### Semantic Scholar",
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   "url": "https://aicensus.co/categories/research-search",
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  {
   "url": "https://note.com/hiro_seki/n/n4ce484c3f3cb?hl=en",
   "title": "\u30102026\u5e74\u6700\u65b0\u3011Genspark\u3068Felo\u3092\u5fb9\u5e95\u6bd4\u8f03\uff01\u6700\u5f37\u306eAI\u691c\u7d22\u30a8\u30f3\u30b8\u30f3\u306f\u3069\u3063\u3061\uff1f\u7279\u5fb4\u30fb\u6599\u91d1\u30fb\u6027\u80fd\u306e\u9055\u3044\u3092\u30d7\u30ed\u304c\u89e3\u8aac",
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    "# [2026 Latest] A Thorough Comparison of Genspark and Felo! Which is the Strongest AI Search Engine? A Professional's Guide to Differences in Features, Pricing, and Performance",
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    "# [2026 Latest] A Thorough Comparison of Genspark and Felo! Which is the Strongest AI Search Engine? A Professional's Guide to Differences in Features, Pricing, and Performance",
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   "url": "https://note.com/hiro_seki/n/n4ce484c3f3cb?hl=en",
   "title": "\u30102026\u5e74\u6700\u65b0\u3011Genspark\u3068Felo\u3092\u5fb9\u5e95\u6bd4\u8f03\uff01\u6700\u5f37\u306eAI\u691c\u7d22\u30a8\u30f3\u30b8\u30f3\u306f\u3069\u3063\u3061\uff1f\u7279\u5fb4\u30fb\u6599\u91d1\u30fb\u6027\u80fd\u306e\u9055\u3044\u3092\u30d7\u30ed\u304c\u89e3\u8aac",
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    "# [2026 Latest] A Thorough Comparison of Genspark and Felo! Which is the Strongest AI Search Engine? A Professional's Guide to Differences in Features, Pricing, and Performance",
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  {
   "url": "https://courionai.com/news/2026-08-25-mistral-agentic-search",
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    "Next story\n## Nvidia Is in Talks to Back Perplexity at Over $30 Billion\nNvidia is reportedly discussing an investment in the AI search startup that would value it above $30 billion, more than 50 percent higher than a year ago.\n![A magnifying glass hovering over a stack of coins next to a blank search bar](/heroes/2026-08-25-nvidia-perplexity-investment-talks-hero.webp) ](/news/2026-08-25-nvidia-perplexity-investment-talks/)"
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  {
   "url": "https://einnews.com/pr_news/923084645/answer-engine-a-new-open-source-tool-for-ai-and-semantic-search-that-cites-its-sources-or-says-i-don-t-know",
   "title": "Answer Engine: A New Open-Source Tool for AI and Semantic Search That Cites Its Sources \u2014 or Says \"I Don't",
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   "title": "Answer Engine: A New Open-Source Tool for AI and Semantic Search That Cites Its Sources \u2014 or Says \"I Don't",
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   "title": "Answer Engine: A New Open-Source Tool for AI and Semantic Search That Cites Its Sources \u2014 or Says \"I Don't",
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  {
   "url": "https://openpr.com/news/4612291/best-ai-search-optimization-agencies-ranked-in-dunstan-research",
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  {
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   "title": "iAsk AI Launches New Education-Based Hub to Help Students Learn with Artificial Intelligence",
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   "engine": "iAsk AI",
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    "Initially launched as an AI search engine in 2023, iAsk AI has seen over 750 million searches since then.",
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   "status_evidence": [
    "Presently, iAsk offers an AI search engine and [AI homework helper](https://iask.ai/) to assist students and researchers.",
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   "url": "https://ppc.land/google-ai-mode-completes-hotel-bookings-with-10-partners-in-us-rollout",
   "title": "Google AI Mode completes hotel bookings with 10 partners in US rollout",
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    "Google logo as AI Mode completes bookings](/content/images/size/w2000/2026/08/google-hotel.webp)\n\n# Google AI Mode completes hotel bookings with 10 partners in US rollout\n\nFlight alerts span 180 countries and five loyalty programs open award data, while hotels keep merchant of record - and EU availability remains an open question.\n\n[*Google*](https://ppc.land/?s=Google)* on August 27, 2026 added three transactional capabilities to* [*AI Mode*](https://ppc.land/?s=AI+Mode)* in Search: flight price tracking in more than 180 countries and territories, award pricing in points and miles across five loyalty programs, and a hotel checkout that completes through* [*Google Pay*](https://ppc.land/?s=Google+Pay)* with ten booking partners in the United States.*"
   ],
   "launch_year_evidence": [
    "Google AI Mode completes hotel bookings with 10 partners in US rollout",
    "[AI Mode itself has covered more than 200 countries and territories since October 2025](https://ppc.land/google-expands-ai-mode-to-over-40-countries-and-territories/), which leaves a gap the announcement does not itemize."
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   "status_evidence": [
    "Google AI Mode completes hotel bookings with 10 partners in US rollout",
    "Google logo as AI Mode completes bookings](/content/images/size/w2000/2026/08/google-hotel.webp)\n\n# Google AI Mode completes hotel bookings with 10 partners in US rollout\n\nFlight alerts span 180 countries and five loyalty programs open award data, while hotels keep merchant of record - and EU availability remains an open question.\n\n[*Google*](https://ppc.land/?s=Google)* on August 27, 2026 added three transactional capabilities to* [*AI Mode*](https://ppc.land/?s=AI+Mode)* in Search: flight price tracking in more than 180 countries and territories, award pricing in points and miles across five loyalty programs, and a hotel checkout that completes through* [*Google Pay*](https://ppc.land/?s=Google+Pay)* with ten booking partners in the United States.*"
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   "url": "https://www.newswire.com/news/iask-ai-search-engine-reaches-1-million-searches-daily-just-months-22194925",
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   "title": "Answer Engine: A New Open-Source Tool for AI and Semantic Search That Cites Its Sources \u2014 or Says \"I Don't",
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   "url": "https://hashmeta.com/blog/post-neeva-lessons-what-a-failed-ai-search-engine-teaches-marketers-about-the-future-of-search",
   "title": "Post-Neeva Lessons: What a Failed AI Search Engine Teaches Marketers About the Future of Search",
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  },
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   "url": "https://www.howtogeek.com/bing-added-a-separate-ai-copilot-search/",
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   ],
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  },
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   "url": "https://play.google.com/store/apps/details?id=ai.perplexity.comet&hl=en_US",
   "title": "Comet: AI Browser & Assistant - Apps on Google Play",
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   "engine": "Comet",
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   "status": "active",
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   "category": null,
   "engine_evidence": [
    "## About this app",
    "We\u2019re excited to bring you what our users have been asking for from day one of our Comet launch: Comet for Android, the first agentic AI browser built for mobile."
   ],
   "launch_year_evidence": null,
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   ],
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  },
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   "url": "https://slopereviews.com/blog/how-to-leave-google-search-2026",
   "title": "How to Leave Google Search in 2026 \u2014 Complete Migration Guide",
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   "launch_year_evidence": [
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  },
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   "url": "https://slopereviews.com/blog/how-to-leave-google-search-2026",
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   "status": "active",
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    "Kagi also includes a built-in AI assistant (Kagi Assistant) that works like a better, privacy-respecting version of Google's AI Overviews \u2014 but it only fires when you ask it to, using a keyboard shortcut.",
    "How to Leave Google Search in 2026 \u2014 Complete Migration Guide"
   ],
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    "Kagi also includes a built-in AI assistant (Kagi Assistant) that works like a better, privacy-respecting version of Google's AI Overviews \u2014 but it only fires when you ask it to, using a keyboard shortcut.",
    "How to Leave Google Search in 2026 \u2014 Complete Migration Guide"
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  },
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   "url": "https://slopereviews.com/blog/how-to-leave-google-search-2026",
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    "How to Leave Google Search in 2026 \u2014 Complete Migration Guide",
    "Brave Search \u2014 The Independent Index"
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   "status_evidence": [
    "The AI summary feature (Brave Search Summarizer) is also opt-in and notably less hallucinogenic than Google's.",
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   ],
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  },
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   "url": "https://en.ai-pedias.com/compare/genspark-vs-felo-vs-you",
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    "# Genspark vs Felo vs You.com \u2014 2026 AI Search Challenger Showdown",
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    "### Genspark",
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  },
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   "url": "https://en.ai-pedias.com/compare/genspark-vs-felo-vs-you",
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    "### Felo",
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   "launch_year_evidence": [
    "# Genspark vs Felo vs You.com \u2014 2026 AI Search Challenger Showdown",
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    "### Felo",
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  },
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   "url": "https://news.google.com/rss/articles/CBMiXEFVX3lxTE1udkxtNWRRTE5lWEZCVEY5UTNDaDhSSjgyOGVILUY3ckFmdTh6RXdLR1drb3plWUQxeFlkdGJQMTFYaDl4eEhXLXlwSU5NYUhUSTRRNnAta0s2YTc4?oc=5",
   "title": "ChatGPT Alternative 2026: 11 Best AI Tools Tested & Ranked (Gemini, Claude, DeepSeek & More)",
   "published_at": "2026-08-26T07:07:21",
   "engine": "Perplexity",
   "launch_year": null,
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   "region": null,
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   "engine_evidence": [
    "# ChatGPT Alternative 2026: 11 Best AI Tools Tested & Ranked (Gemini, Claude, DeepSeek & More)",
    "### **5. Perplexity \u2013 Best ChatGPT Alternative for Research**",
    "If your primary need is accurate, cited information, Perplexity is the ChatGPT alternative you\u2019ve been looking for."
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
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  },
  {
   "url": "https://news.google.com/rss/articles/CBMiXEFVX3lxTE1udkxtNWRRTE5lWEZCVEY5UTNDaDhSSjgyOGVILUY3ckFmdTh6RXdLR1drb3plWUQxeFlkdGJQMTFYaDl4eEhXLXlwSU5NYUhUSTRRNnAta0s2YTc4?oc=5",
   "title": "ChatGPT Alternative 2026: 11 Best AI Tools Tested & Ranked (Gemini, Claude, DeepSeek & More)",
   "published_at": "2026-08-26T07:07:21",
   "engine": "Perplexity",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "# ChatGPT Alternative 2026: 11 Best AI Tools Tested & Ranked (Gemini, Claude, DeepSeek & More)",
    "### **5. Perplexity \u2013 Best ChatGPT Alternative for Research**",
    "For students, journalists, and analysts, Perplexity is an unmatched ChatGPT alternative."
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://pcmag.com/picks/go-beyond-google-best-alternative-search-engines",
   "title": "Sick of Google's AI Overload? Try These Search Engines Instead",
   "published_at": "2026-05-20T15:58:27",
   "engine": "Brave Search",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "# Sick of Google's AI Overload? Try These Search Engines Instead",
    "### [ Brave Search ](https://cc.pcmag.com/v1/otc/01r1WRIAJykbQgN4oGQ8FSi?merchant=05jArCUQu1LyZSwYaxQURkK&url=https%3A%2F%2Fsearch.brave.com%2F&template=roundup-page&module=Best_Product_Card&element=roundup-product-card&item=product_name_offer&position=1&element_label=Brave+Search&u=https%3A%2F%2Fwww.pcmag.com%2Fpicks%2Fdont-just-google-it-smarter-search-engines-to-try&page_type=roundup&page_uuid=055Ksfj37j60m2mOcnTK8Kj&object_type=roundup&object_uuid=055Ksfj37j60m2mOcnTK8Kj&product_uuid=01KI55ixfq1IRn9nCRhgFLv)",
    "Brave now gives you a choice of AI-powered or standard web results via its Answer With AI button."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "# Sick of Google's AI Overload? Try These Search Engines Instead",
    "### [ Brave Search ](https://cc.pcmag.com/v1/otc/01r1WRIAJykbQgN4oGQ8FSi?merchant=05jArCUQu1LyZSwYaxQURkK&url=https%3A%2F%2Fsearch.brave.com%2F&template=roundup-page&module=Best_Product_Card&element=roundup-product-card&item=product_name_offer&position=1&element_label=Brave+Search&u=https%3A%2F%2Fwww.pcmag.com%2Fpicks%2Fdont-just-google-it-smarter-search-engines-to-try&page_type=roundup&page_uuid=055Ksfj37j60m2mOcnTK8Kj&object_type=roundup&object_uuid=055Ksfj37j60m2mOcnTK8Kj&product_uuid=01KI55ixfq1IRn9nCRhgFLv)",
    "Brave now gives you a choice of AI-powered or standard web results via its Answer With AI button."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://pcmag.com/picks/go-beyond-google-best-alternative-search-engines",
   "title": "Sick of Google's AI Overload? Try These Search Engines Instead",
   "published_at": "2026-05-20T15:58:27",
   "engine": "DuckDuckGo",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "# Sick of Google's AI Overload? Try These Search Engines Instead",
    "The primary DuckDuckGo search engine now includes two AI features: Assist, which generates a summary of answers for your query, and [Duck.ai](https://Duck.ai) Chat."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "# Sick of Google's AI Overload? Try These Search Engines Instead",
    "The primary DuckDuckGo search engine now includes two AI features: Assist, which generates a summary of answers for your query, and [Duck.ai](https://Duck.ai) Chat."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://pcmag.com/picks/go-beyond-google-best-alternative-search-engines",
   "title": "Sick of Google's AI Overload? Try These Search Engines Instead",
   "published_at": "2026-05-20T15:58:27",
   "engine": "Ecosia",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "# Sick of Google's AI Overload? Try These Search Engines Instead",
    "### [ Ecosia ](https://cc.pcmag.com/v1/otc/01r1WRIAJykbQgN4oGQ8FSi?merchant=05nsSsvNN3XYP198e7cJeAI&url=https%3A%2F%2Fwww.ecosia.org%2F&template=roundup-page&module=Best_Product_Card&element=roundup-product-card&item=product_name_offer&position=3&element_label=Ecosia&u=https%3A%2F%2Fwww.pcmag.com%2Fpicks%2Fdont-just-google-it-smarter-search-engines-to-try&page_type=roundup&page_uuid=055Ksfj37j60m2mOcnTK8Kj&object_type=roundup&object_uuid=055Ksfj37j60m2mOcnTK8Kj&product_uuid=05hB0D6WbsHYs45MHqm91NP)",
    "In addition to its altruistic endeavors, Ecosia is staying in the search game by adding AI tools."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "# Sick of Google's AI Overload? Try These Search Engines Instead",
    "### [ Ecosia ](https://cc.pcmag.com/v1/otc/01r1WRIAJykbQgN4oGQ8FSi?merchant=05nsSsvNN3XYP198e7cJeAI&url=https%3A%2F%2Fwww.ecosia.org%2F&template=roundup-page&module=Best_Product_Card&element=roundup-product-card&item=product_name_offer&position=3&element_label=Ecosia&u=https%3A%2F%2Fwww.pcmag.com%2Fpicks%2Fdont-just-google-it-smarter-search-engines-to-try&page_type=roundup&page_uuid=055Ksfj37j60m2mOcnTK8Kj&object_type=roundup&object_uuid=055Ksfj37j60m2mOcnTK8Kj&product_uuid=05hB0D6WbsHYs45MHqm91NP)",
    "In addition to its altruistic endeavors, Ecosia is staying in the search game by adding AI tools."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://pcmag.com/picks/go-beyond-google-best-alternative-search-engines",
   "title": "Sick of Google's AI Overload? Try These Search Engines Instead",
   "published_at": "2026-05-20T15:58:27",
   "engine": "Bing",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "# Sick of Google's AI Overload? Try These Search Engines Instead",
    "Bing incorporates the ChatGPT-powered [Copilot](https://www.pcmag.com/reviews/microsoft-copilot) AI search bot."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "# Sick of Google's AI Overload? Try These Search Engines Instead",
    "Bing incorporates the ChatGPT-powered [Copilot](https://www.pcmag.com/reviews/microsoft-copilot) AI search bot."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://pcmag.com/picks/go-beyond-google-best-alternative-search-engines",
   "title": "Sick of Google's AI Overload? Try These Search Engines Instead",
   "published_at": "2026-05-20T15:58:27",
   "engine": "Copilot Search",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "# Sick of Google's AI Overload? Try These Search Engines Instead",
    "Separate from that chatbot is Copilot Search, which you can access after you see results."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "# Sick of Google's AI Overload? Try These Search Engines Instead",
    "Separate from that chatbot is Copilot Search, which you can access after you see results."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://pcmag.com/picks/go-beyond-google-best-alternative-search-engines",
   "title": "Sick of Google's AI Overload? Try These Search Engines Instead",
   "published_at": "2026-05-20T15:58:27",
   "engine": "Presearch",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "# Sick of Google's AI Overload? Try These Search Engines Instead",
    "Presearch also offers its own AI result, which you can disable if you prefer."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "# Sick of Google's AI Overload? Try These Search Engines Instead",
    "Presearch also offers its own AI result, which you can disable if you prefer."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://pcmag.com/picks/go-beyond-google-best-alternative-search-engines",
   "title": "Sick of Google's AI Overload? Try These Search Engines Instead",
   "published_at": "2026-05-20T15:58:27",
   "engine": "Qwant",
   "launch_year": null,
   "status": "active",
   "region": "EU",
   "category": "Europe-centric search index",
   "engine_evidence": [
    "# Sick of Google's AI Overload? Try These Search Engines Instead",
    "### [ Qwant ](https://cc.pcmag.com/v1/otc/01r1WRIAJykbQgN4oGQ8FSi?merchant=02wx4J1tFHFdfMKi0D0SCRq&url=https%3A%2F%2Fwww.qwant.com%2F&template=roundup-page&module=Best_Product_Card&element=roundup-product-card&item=product_name_offer&position=7&element_label=Qwant&u=https%3A%2F%2Fwww.pcmag.com%2Fpicks%2Fdont-just-google-it-smarter-search-engines-to-try&page_type=roundup&page_uuid=055Ksfj37j60m2mOcnTK8Kj&object_type=roundup&object_uuid=055Ksfj37j60m2mOcnTK8Kj&product_uuid=050Aujef7CbxtM3AQjNZaxf)",
    "Like many other options here, Qwant is getting into the AI act, but you need to sign in to see AI-generated answers and summaries."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "# Sick of Google's AI Overload? Try These Search Engines Instead",
    "### [ Qwant ](https://cc.pcmag.com/v1/otc/01r1WRIAJykbQgN4oGQ8FSi?merchant=02wx4J1tFHFdfMKi0D0SCRq&url=https%3A%2F%2Fwww.qwant.com%2F&template=roundup-page&module=Best_Product_Card&element=roundup-product-card&item=product_name_offer&position=7&element_label=Qwant&u=https%3A%2F%2Fwww.pcmag.com%2Fpicks%2Fdont-just-google-it-smarter-search-engines-to-try&page_type=roundup&page_uuid=055Ksfj37j60m2mOcnTK8Kj&object_type=roundup&object_uuid=055Ksfj37j60m2mOcnTK8Kj&product_uuid=050Aujef7CbxtM3AQjNZaxf)",
    "Like many other options here, Qwant is getting into the AI act, but you need to sign in to see AI-generated answers and summaries."
   ],
   "region_evidence": [
    "# Sick of Google's AI Overload? Try These Search Engines Instead",
    "### [ Qwant ](https://cc.pcmag.com/v1/otc/01r1WRIAJykbQgN4oGQ8FSi?merchant=02wx4J1tFHFdfMKi0D0SCRq&url=https%3A%2F%2Fwww.qwant.com%2F&template=roundup-page&module=Best_Product_Card&element=roundup-product-card&item=product_name_offer&position=7&element_label=Qwant&u=https%3A%2F%2Fwww.pcmag.com%2Fpicks%2Fdont-just-google-it-smarter-search-engines-to-try&page_type=roundup&page_uuid=055Ksfj37j60m2mOcnTK8Kj&object_type=roundup&object_uuid=055Ksfj37j60m2mOcnTK8Kj&product_uuid=050Aujef7CbxtM3AQjNZaxf)",
    "The EU brings us the anti-Google search service, Qwant."
   ],
   "category_evidence": [
    "# Sick of Google's AI Overload? Try These Search Engines Instead",
    "### [ Qwant ](https://cc.pcmag.com/v1/otc/01r1WRIAJykbQgN4oGQ8FSi?merchant=02wx4J1tFHFdfMKi0D0SCRq&url=https%3A%2F%2Fwww.qwant.com%2F&template=roundup-page&module=Best_Product_Card&element=roundup-product-card&item=product_name_offer&position=7&element_label=Qwant&u=https%3A%2F%2Fwww.pcmag.com%2Fpicks%2Fdont-just-google-it-smarter-search-engines-to-try&page_type=roundup&page_uuid=055Ksfj37j60m2mOcnTK8Kj&object_type=roundup&object_uuid=055Ksfj37j60m2mOcnTK8Kj&product_uuid=050Aujef7CbxtM3AQjNZaxf)",
    "Qwant partnered with Ecosia (see above) in 2025 to develop a Europe-centric search index, aiming to reduce its reliance on anonymized Bing and other search index providers."
   ]
  },
  {
   "url": "https://pcmag.com/picks/go-beyond-google-best-alternative-search-engines",
   "title": "Sick of Google's AI Overload? Try These Search Engines Instead",
   "published_at": "2026-05-20T15:58:27",
   "engine": "Swisscows",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "# Sick of Google's AI Overload? Try These Search Engines Instead",
    "Like nearly all the other search services here, aside from Startpage, Swisscows now has AI summaries."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "# Sick of Google's AI Overload? Try These Search Engines Instead",
    "Like nearly all the other search services here, aside from Startpage, Swisscows now has AI summaries."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://pcmag.com/picks/go-beyond-google-best-alternative-search-engines",
   "title": "Sick of Google's AI Overload? Try These Search Engines Instead",
   "published_at": "2026-05-20T15:58:27",
   "engine": "Yahoo Search",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "# Sick of Google's AI Overload? Try These Search Engines Instead",
    "### [ Yahoo! ](https://cc.pcmag.com/v1/otc/01r1WRIAJykbQgN4oGQ8FSi?merchant=00uttZnWjEWDrcQdUtZzekw&url=https%3A%2F%2Fwww.yahoo.com%2F&template=roundup-page&module=Best_Product_Card&element=roundup-product-card&item=product_name_offer&position=10&element_label=Yahoo%21&u=https%3A%2F%2Fwww.pcmag.com%2Fpicks%2Fdont-just-google-it-smarter-search-engines-to-try&page_type=roundup&page_uuid=055Ksfj37j60m2mOcnTK8Kj&object_type=roundup&object_uuid=055Ksfj37j60m2mOcnTK8Kj&product_uuid=01VN6MPRLJxQlIqkYKMpUdM)",
    "Not to be left out of the AI party, Yahoo search includes Yahoo Scout, a [Claude](https://www.pcmag.com/reviews/claude)-based AI Chat option."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "# Sick of Google's AI Overload? Try These Search Engines Instead",
    "### [ Yahoo! ](https://cc.pcmag.com/v1/otc/01r1WRIAJykbQgN4oGQ8FSi?merchant=00uttZnWjEWDrcQdUtZzekw&url=https%3A%2F%2Fwww.yahoo.com%2F&template=roundup-page&module=Best_Product_Card&element=roundup-product-card&item=product_name_offer&position=10&element_label=Yahoo%21&u=https%3A%2F%2Fwww.pcmag.com%2Fpicks%2Fdont-just-google-it-smarter-search-engines-to-try&page_type=roundup&page_uuid=055Ksfj37j60m2mOcnTK8Kj&object_type=roundup&object_uuid=055Ksfj37j60m2mOcnTK8Kj&product_uuid=01VN6MPRLJxQlIqkYKMpUdM)",
    "Not to be left out of the AI party, Yahoo search includes Yahoo Scout, a [Claude](https://www.pcmag.com/reviews/claude)-based AI Chat option."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://zapier.com/blog/best-ai-search-engine/",
   "title": "The 4 best AI search engines in 2026",
   "published_at": "2024-07-09T02:45:28",
   "engine": "Perplexity",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "# The 4 best AI search engines in 2026",
    "Perplexity for the best AI search experience",
    "### [Perplexity](http://perplexity.ai) (Web, macOS, Windows, iOS, Android)"
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "# The 4 best AI search engines in 2026",
    "In the end, that left me with four AI search engines that I feel confident recommending.",
    "Still, Perplexity is a powerhouse."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://zapier.com/blog/best-ai-search-engine/",
   "title": "The 4 best AI search engines in 2026",
   "published_at": "2024-07-09T02:45:28",
   "engine": "Brave",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "# The 4 best AI search engines in 2026",
    "Brave for combining traditional search with AI",
    "### [Brave](https://search.brave.com) (Web)"
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "# The 4 best AI search engines in 2026",
    "In the end, that left me with four AI search engines that I feel confident recommending.",
    "[Brave](/blog/brave-browser-review/) is a privacy-focused browser and search engine."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://zapier.com/blog/best-ai-search-engine/",
   "title": "The 4 best AI search engines in 2026",
   "published_at": "2024-07-09T02:45:28",
   "engine": "Consensus",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "# The 4 best AI search engines in 2026",
    "Consensus for scientific and academic research search",
    "### [Consensus](https://consensus.app/) (Web)"
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "# The 4 best AI search engines in 2026",
    "In the end, that left me with four AI search engines that I feel confident recommending.",
    "Consensus is an AI search engine for academic papers."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://zapier.com/blog/best-ai-search-engine/",
   "title": "The 4 best AI search engines in 2026",
   "published_at": "2024-07-09T02:45:28",
   "engine": "Google",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "# The 4 best AI search engines in 2026",
    "Google for if you're already in the Google ecosystem",
    "### [**Google**](http://google.com)** (Web, iOS, Android)**"
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "# The 4 best AI search engines in 2026",
    "In the end, that left me with four AI search engines that I feel confident recommending.",
    "It's the most widely used search engine in the world, and it now offers AI search features."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://lumengeo.co/blog/ai-search-engines-complete-guide",
   "title": "The Complete List of AI Search Engines (2026): How Each One Cites Sources",
   "published_at": "2026-03-21T00:00:00",
   "engine": "ChatGPT Search",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "# The Complete List of AI Search Engines (2026): How Each One Cites Sources",
    "As of 2026, seven major AI search engines actively shape how consumers discover brands, products, and services: ChatGPT, Perplexity, Google Gemini and AI Overviews, Microsoft Copilot, Claude, Meta AI, and Grok.",
    "1. **ChatGPT Search (OpenAI)** \u2014 the largest dedicated AI search audience (400M+ weekly users); retrieves from the Bing index and cites ~8 sources per answer.",
    "### 1. ChatGPT Search (OpenAI)"
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "# The Complete List of AI Search Engines (2026): How Each One Cites Sources",
    "As of 2026, seven major AI search engines actively shape how consumers discover brands, products, and services: ChatGPT, Perplexity, Google Gemini and AI Overviews, Microsoft Copilot, Claude, Meta AI, and Grok."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://lumengeo.co/blog/ai-search-engines-complete-guide",
   "title": "The Complete List of AI Search Engines (2026): How Each One Cites Sources",
   "published_at": "2026-03-21T00:00:00",
   "engine": "Perplexity",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "# The Complete List of AI Search Engines (2026): How Each One Cites Sources",
    "As of 2026, seven major AI search engines actively shape how consumers discover brands, products, and services: ChatGPT, Perplexity, Google Gemini and AI Overviews, Microsoft Copilot, Claude, Meta AI, and Grok.",
    "2. **Perplexity** \u2014 the citation-first engine (100M+ monthly users); every answer is sourced, with heavy weighting toward Reddit, forums, and fresh content."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "# The Complete List of AI Search Engines (2026): How Each One Cites Sources",
    "As of 2026, seven major AI search engines actively shape how consumers discover brands, products, and services: ChatGPT, Perplexity, Google Gemini and AI Overviews, Microsoft Copilot, Claude, Meta AI, and Grok."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://lumengeo.co/blog/ai-search-engines-complete-guide",
   "title": "The Complete List of AI Search Engines (2026): How Each One Cites Sources",
   "published_at": "2026-03-21T00:00:00",
   "engine": "Google Gemini and AI Overviews",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "# The Complete List of AI Search Engines (2026): How Each One Cites Sources",
    "As of 2026, seven major AI search engines actively shape how consumers discover brands, products, and services: ChatGPT, Perplexity, Google Gemini and AI Overviews, Microsoft Copilot, Claude, Meta AI, and Grok.",
    "3. **Google AI Overviews & Gemini** \u2014 the biggest raw reach (1B+ users via Google Search); citations come almost entirely from pages already ranking on page 1."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "# The Complete List of AI Search Engines (2026): How Each One Cites Sources",
    "As of 2026, seven major AI search engines actively shape how consumers discover brands, products, and services: ChatGPT, Perplexity, Google Gemini and AI Overviews, Microsoft Copilot, Claude, Meta AI, and Grok."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
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   "url": "https://lumengeo.co/blog/ai-search-engines-complete-guide",
   "title": "The Complete List of AI Search Engines (2026): How Each One Cites Sources",
   "published_at": "2026-03-21T00:00:00",
   "engine": "Microsoft Copilot",
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   "status": "active",
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    "# The Complete List of AI Search Engines (2026): How Each One Cites Sources",
    "As of 2026, seven major AI search engines actively shape how consumers discover brands, products, and services: ChatGPT, Perplexity, Google Gemini and AI Overviews, Microsoft Copilot, Claude, Meta AI, and Grok.",
    "4. **Microsoft Copilot** \u2014 Bing-native and embedded in Windows, Edge, and Microsoft 365; the most selective citer of the major engines."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "# The Complete List of AI Search Engines (2026): How Each One Cites Sources",
    "As of 2026, seven major AI search engines actively shape how consumers discover brands, products, and services: ChatGPT, Perplexity, Google Gemini and AI Overviews, Microsoft Copilot, Claude, Meta AI, and Grok."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://lumengeo.co/blog/ai-search-engines-complete-guide",
   "title": "The Complete List of AI Search Engines (2026): How Each One Cites Sources",
   "published_at": "2026-03-21T00:00:00",
   "engine": "Claude",
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    "# The Complete List of AI Search Engines (2026): How Each One Cites Sources",
    "As of 2026, seven major AI search engines actively shape how consumers discover brands, products, and services: ChatGPT, Perplexity, Google Gemini and AI Overviews, Microsoft Copilot, Claude, Meta AI, and Grok.",
    "5. **Claude (Anthropic)** \u2014 web search grounded via the Brave Search index; favored by technical and professional audiences."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "# The Complete List of AI Search Engines (2026): How Each One Cites Sources",
    "As of 2026, seven major AI search engines actively shape how consumers discover brands, products, and services: ChatGPT, Perplexity, Google Gemini and AI Overviews, Microsoft Copilot, Claude, Meta AI, and Grok."
   ],
   "region_evidence": null,
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   "url": "https://lumengeo.co/blog/ai-search-engines-complete-guide",
   "title": "The Complete List of AI Search Engines (2026): How Each One Cites Sources",
   "published_at": "2026-03-21T00:00:00",
   "engine": "Meta AI",
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   "status": "active",
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    "# The Complete List of AI Search Engines (2026): How Each One Cites Sources",
    "As of 2026, seven major AI search engines actively shape how consumers discover brands, products, and services: ChatGPT, Perplexity, Google Gemini and AI Overviews, Microsoft Copilot, Claude, Meta AI, and Grok.",
    "6. **Meta AI** \u2014 embedded across WhatsApp, Instagram, and Facebook; massive passive reach, lighter citation behavior."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "# The Complete List of AI Search Engines (2026): How Each One Cites Sources",
    "As of 2026, seven major AI search engines actively shape how consumers discover brands, products, and services: ChatGPT, Perplexity, Google Gemini and AI Overviews, Microsoft Copilot, Claude, Meta AI, and Grok."
   ],
   "region_evidence": null,
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   "url": "https://lumengeo.co/blog/ai-search-engines-complete-guide",
   "title": "The Complete List of AI Search Engines (2026): How Each One Cites Sources",
   "published_at": "2026-03-21T00:00:00",
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    "As of 2026, seven major AI search engines actively shape how consumers discover brands, products, and services: ChatGPT, Perplexity, Google Gemini and AI Overviews, Microsoft Copilot, Claude, Meta AI, and Grok.",
    "7. **Grok (xAI)** \u2014 native to X (Twitter); real-time bias toward X posts and breaking news sources."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "# The Complete List of AI Search Engines (2026): How Each One Cites Sources",
    "As of 2026, seven major AI search engines actively shape how consumers discover brands, products, and services: ChatGPT, Perplexity, Google Gemini and AI Overviews, Microsoft Copilot, Claude, Meta AI, and Grok."
   ],
   "region_evidence": null,
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  },
  {
   "url": "https://lumengeo.co/blog/ai-search-engines-complete-guide",
   "title": "The Complete List of AI Search Engines (2026): How Each One Cites Sources",
   "published_at": "2026-03-21T00:00:00",
   "engine": "Arc Search",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "# The Complete List of AI Search Engines (2026): How Each One Cites Sources",
    "## 7. Emerging platforms: Grok, Arc Search, You.com",
    "**Arc Search (The Browser Company):** A mobile-first AI browser that generates a custom \"Browse for Me\" page summarizing search results."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "# The Complete List of AI Search Engines (2026): How Each One Cites Sources",
    "## 7. Emerging platforms: Grok, Arc Search, You.com",
    "**Arc Search (The Browser Company):** A mobile-first AI browser that generates a custom \"Browse for Me\" page summarizing search results."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://lumengeo.co/blog/ai-search-engines-complete-guide",
   "title": "The Complete List of AI Search Engines (2026): How Each One Cites Sources",
   "published_at": "2026-03-21T00:00:00",
   "engine": "You.com",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "# The Complete List of AI Search Engines (2026): How Each One Cites Sources",
    "## 7. Emerging platforms: Grok, Arc Search, You.com",
    "**You.com:** An AI search engine offering multiple modes (Smart, Genius, Research) with varying citation depths."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "# The Complete List of AI Search Engines (2026): How Each One Cites Sources",
    "## 7. Emerging platforms: Grok, Arc Search, You.com",
    "**You.com:** An AI search engine offering multiple modes (Smart, Genius, Research) with varying citation depths."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://lumengeo.co/blog/ai-search-engines-complete-guide",
   "title": "The Complete List of AI Search Engines (2026): How Each One Cites Sources",
   "published_at": "2026-03-21T00:00:00",
   "engine": "DuckDuckGo AI Chat",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "# The Complete List of AI Search Engines (2026): How Each One Cites Sources",
    "## 7. Emerging platforms: Grok, Arc Search, You.com",
    "**DuckDuckGo AI Chat:** A privacy-focused AI chat interface that proxies queries to underlying models (GPT-4, Claude, Llama)."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "# The Complete List of AI Search Engines (2026): How Each One Cites Sources",
    "## 7. Emerging platforms: Grok, Arc Search, You.com",
    "**DuckDuckGo AI Chat:** A privacy-focused AI chat interface that proxies queries to underlying models (GPT-4, Claude, Llama)."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://iphoneincanada.ca/2026/08/27/google-ai-mode-flight-tracking",
   "title": "Google AI Mode Tracks Flight Prices in Canada. Hotel Booking Is U.S. Only",
   "published_at": "2026-08-27T22:27:21",
   "engine": "AI Mode in Search",
   "launch_year": "2025",
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "Google AI Mode Tracks Flight Prices in Canada. Hotel Booking Is U.S. Only",
    "Google is adding flight price tracking, loyalty-point quotes, and in-chat hotel booking to AI Mode in Search, [*Google*](https://blog.google/products-and-platforms/products/search/book-travel-ai-mode/) said Thursday."
   ],
   "launch_year_evidence": [
    "Google AI Mode Tracks Flight Prices in Canada. Hotel Booking Is U.S. Only",
    "Canada [got AI Mode in Search last August](https://www.iphoneincanada.ca/2025/08/21/google-brings-ai-mode-to-search-in-canada/), so the tracker is in play here."
   ],
   "status_evidence": [
    "Google AI Mode Tracks Flight Prices in Canada. Hotel Booking Is U.S. Only",
    "Google is adding flight price tracking, loyalty-point quotes, and in-chat hotel booking to AI Mode in Search, [*Google*](https://blog.google/products-and-platforms/products/search/book-travel-ai-mode/) said Thursday."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://timewell.jp/en/columns/perplexity",
   "title": "Perplexity AI Complete Guide 2026: Comet, Deep Research, Pricing, and GEO to Get Cited",
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   "engine": "Sonar",
   "launch_year": "2025",
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "When I wrote this article six months ago, Perplexity was \"an AI search engine that answers with citations.\"",
    "Perplexity's search-specialized models are the \"Sonar\" family."
   ],
   "launch_year_evidence": [
    "The initial version stated flatly that they were \"based on Llama 3.3 70B,\" but that was the information as of the Sonar announcement in January 2025; Perplexity does not officially disclose the fine details of the current base models."
   ],
   "status_evidence": [
    "As of the official changelog in July 2026, the following models are available1."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
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   "url": "https://timewell.jp/en/columns/perplexity",
   "title": "Perplexity AI Complete Guide 2026: Comet, Deep Research, Pricing, and GEO to Get Cited",
   "published_at": "2026-01-21T00:00:00",
   "engine": "Perplexity",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "When I wrote this article six months ago, Perplexity was \"an AI search engine that answers with citations.\""
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "As of the official changelog in July 2026, the following models are available1."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://piunikaweb.com/2026/08/31/new-version-ask-brave-now-out",
   "title": "New version of Ask Brave is out with claimed speed and quality improvements",
   "published_at": "2026-08-31T09:30:44",
   "engine": "Ask Brave",
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   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "Browsing the web has recently changed from keyword-based search to a direct question-and-answer format.",
    "Ask Brave is essentially like Google\u2019s Ask AI mode, and it just got an update that claims to improve both speed and accuracy."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "Browsing the web has recently changed from keyword-based search to a direct question-and-answer format.",
    "Brave announced through a post on X that Ask Brave has been updated, and that it can provide better tailored responses, dive deep into complex requests, and also provide quick answers."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://iask.ai/",
   "title": "Ask Ai Questions (iAsk) - Learn Anything Alongside AI",
   "published_at": null,
   "engine": "iAsk AI",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": "AI search engine and AI homework helper",
   "engine_evidence": [
    "The **Ask AI** search engine built for students and researchers",
    "## What is iAsk (Ask Ai)?",
    "**iAsk AI** is a free AI search engine and AI homework helper that helps students ask homework questions and receive instant, accurate, cited answers without storing their data."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "**iAsk AI** is a free AI search engine and AI homework helper that helps students ask homework questions and receive instant, accurate, cited answers without storing their data."
   ],
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    "The **Ask AI** search engine built for students and researchers",
    "**iAsk AI** is a free AI search engine and AI homework helper that helps students ask homework questions and receive instant, accurate, cited answers without storing their data."
   ]
  },
  {
   "url": "https://play.google.com/store/apps/details?id=com.duckduckgo.mobile.android&hl=en_US",
   "title": "DuckDuckGo, optional Duck.ai - Apps on Google Play",
   "published_at": null,
   "engine": "Search Assist",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "# DuckDuckGo, optional Duck.ai",
    "While our optional integrated AI features, Search Assist and Duck.ai, are private and never use your data to train AI."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "# DuckDuckGo, optional Duck.ai",
    "While our optional integrated AI features, Search Assist and Duck.ai, are private and never use your data to train AI."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://mangools.com/blog/search-engines/",
   "title": "Search Engines List: 34 Most Popular Search Engines in 2026",
   "published_at": "2026-05-12T10:10:00",
   "engine": "Perplexity.ai",
   "launch_year": "2022",
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "In this comprehensive article, we will take a look at:",
    "### 22. Perplexity.ai",
    "**[Perplexity.ai](https://www.perplexity.ai/)** (which was launched in 2022) is an AI-powered conversational search engine designed to provide concise answers to user queries."
   ],
   "launch_year_evidence": [
    "In this comprehensive article, we will take a look at:",
    "### 22. Perplexity.ai",
    "**[Perplexity.ai](https://www.perplexity.ai/)** (which was launched in 2022) is an AI-powered conversational search engine designed to provide concise answers to user queries."
   ],
   "status_evidence": [
    "In this comprehensive article, we will take a look at:",
    "### 22. Perplexity.ai",
    "As of early 2026, Perplexity AI has currently [22 million active users](https://www.wearetenet.com/blog/perplexity-ai-statistics)."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://mangools.com/blog/search-engines/",
   "title": "Search Engines List: 34 Most Popular Search Engines in 2026",
   "published_at": "2026-05-12T10:10:00",
   "engine": "You.com",
   "launch_year": "2022",
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "In this comprehensive article, we will take a look at:",
    "### 23. You.com",
    "**[You.com](https://you.com/)** is an AI-powered conversational search engine launched in 2022."
   ],
   "launch_year_evidence": [
    "In this comprehensive article, we will take a look at:",
    "### 23. You.com",
    "**[You.com](https://you.com/)** is an AI-powered conversational search engine launched in 2022."
   ],
   "status_evidence": [
    "In this comprehensive article, we will take a look at:",
    "### 23. You.com",
    "[As of September 2025](https://www.bloomberg.com/news/articles/2025-09-03/you-com-becomes-a-unicorn-shifts-away-from-search-engine-plans), You.com has reached a valuation of $1.5 billion and processes approximately one billion queries every month across its platform and enterprise APIs."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://apps.apple.com/ba/app/perplexity-ai-search-chat/id1668000334",
   "title": "Perplexity - AI Search & Chat App - App Store",
   "published_at": "2026-02-27T17:17:25",
   "engine": "Perplexity",
   "launch_year": null,
   "status": "active",
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   "category": null,
   "engine_evidence": [
    "#",
    "Perplexity - AI Search & Chat",
    "Perplexity\u2014Where Knowledge Begins."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "#",
    "Perplexity - AI Search & Chat",
    "Download Perplexity now and continue your journey to better knowledge and understanding."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://aistoryland.com/best-ai-browser-companies-to-watch",
   "title": "10 Best AI Browser Companies to Watch in 2026",
   "published_at": "2026-08-26T02:37:00",
   "engine": "Neeva AI",
   "launch_year": null,
   "status": "discontinued",
   "region": null,
   "category": null,
   "engine_evidence": [
    "I will discuss the Best AI Browser Companies in this article.",
    "### 6. Neeva AI",
    "**Company:** Neeva | **Pricing:** Discontinued | **Research Capability:** Historically Very High. **Neeva AI** was one of the first instances to combine a search with AI to provide an answer, ultimately providing synthesized information."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "I will discuss the Best AI Browser Companies in this article.",
    "### 6. Neeva AI",
    "**Company:** Neeva | **Pricing:** Discontinued | **Research Capability:** Historically Very High. **Neeva AI** was one of the first instances to combine a search with AI to provide an answer, ultimately providing synthesized information.",
    "However, Neeva is **not an AI browser company in 2026**, so it would not be appropriate to rank Neeva in the company of other AI browsers that are active."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://sdgnewsgroup.marketminute.com/article/marketersmedia-2026-8-23-iask-ai-launches-new-education-based-hub-to-help-students-learn-with-artificial-intelligence",
   "title": "iAsk AI Launches New Education-Based Hub to Help Students Learn with Artificial Intelligence",
   "published_at": "2026-08-23T04:14:55",
   "engine": "iAsk AI",
   "launch_year": "2023",
   "status": "active",
   "region": null,
   "category": "AI-powered search and learning platform",
   "engine_evidence": [
    "Initially launched as an AI search engine in 2023, iAsk AI has seen over 750 million searches since then.",
    "**About iAsk AI**",
    "iAsk AI is an AI-powered search and learning platform launched in 2023."
   ],
   "launch_year_evidence": [
    "Initially launched as an AI search engine in 2023, iAsk AI has seen over 750 million searches since then.",
    "**About iAsk AI**",
    "iAsk AI is an AI-powered search and learning platform launched in 2023."
   ],
   "status_evidence": [
    "Presently, iAsk offers an AI search engine and [AI homework helper](https://iask.ai/) to assist students and researchers.",
    "**About iAsk AI**",
    "iAsk AI is an AI-powered search and learning platform launched in 2023."
   ],
   "region_evidence": null,
   "category_evidence": [
    "iAsk AI is an AI-powered search and learning platform launched in 2023.",
    "**About iAsk AI**"
   ]
  },
  {
   "url": "https://engagecoders.com/google-launches-ai-mode-to-all-u-s-searchers-with-new-features",
   "title": "Google launches AI Mode to all U.S. searchers with new features",
   "published_at": "2025-06-05T06:15:52",
   "engine": "Google AI Mode",
   "launch_year": "2025",
   "status": "active",
   "region": "U.S.",
   "category": "AI search",
   "engine_evidence": [
    "Google Launches AI Mode To All U.S. Searchers With New Features",
    "Google has officially rolled out AI Mode to all users in the U.S., removing the need to opt in through Search Labs."
   ],
   "launch_year_evidence": [
    "Google Launches AI Mode To All U.S. Searchers With New Features",
    "Initially launched in March, AI Mode was only accessible to users who manually enabled it, but now it\u2019s available by default."
   ],
   "status_evidence": [
    "Google Launches AI Mode To All U.S. Searchers With New Features",
    "Google has officially rolled out AI Mode to all users in the U.S., removing the need to opt in through Search Labs."
   ],
   "region_evidence": [
    "Google Launches AI Mode To All U.S. Searchers With New Features",
    "Google has officially rolled out AI Mode to all users in the U.S., removing the need to opt in through Search Labs."
   ],
   "category_evidence": [
    "Google Launches AI Mode To All U.S. Searchers With New Features",
    "With Deep Search, Google is pushing the boundaries of what a search engine can do, offering users not just answers, but insights."
   ]
  },
  {
   "url": "https://engagecoders.com/google-launches-ai-mode-to-all-u-s-searchers-with-new-features",
   "title": "Google launches AI Mode to all U.S. searchers with new features",
   "published_at": "2025-06-05T06:15:52",
   "engine": "Copilot Search",
   "launch_year": "2023",
   "status": "renamed",
   "region": null,
   "category": "AI search",
   "engine_evidence": [
    "Google Launches AI Mode To All U.S. Searchers With New Features",
    "Microsoft originally introduced an AI feature with the same name in December 2023 for Bing."
   ],
   "launch_year_evidence": [
    "Google Launches AI Mode To All U.S. Searchers With New Features",
    "Microsoft originally introduced an AI feature with the same name in December 2023 for Bing."
   ],
   "status_evidence": [
    "Google Launches AI Mode To All U.S. Searchers With New Features",
    "However, it has since been rebranded as Copilot Search."
   ],
   "region_evidence": null,
   "category_evidence": [
    "Google Launches AI Mode To All U.S. Searchers With New Features",
    "Microsoft originally introduced an AI feature with the same name in December 2023 for Bing."
   ]
  },
  {
   "url": "https://perplexityaimagazine.com/perplexity-hub/how-to-use-perplexity-ai-on-iphone-2",
   "title": "How to Use Perplexity AI on iPhone \u2014 The Complete Guide",
   "published_at": "2026-04-01T04:09:59",
   "engine": "Perplexity AI",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "How to Use Perplexity AI on iPhone \u2014 The Complete Guide",
    "Download Perplexity AI \u2014 Search & Chat"
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "There are now two free Perplexity apps for iPhone \u2014 the main AI search app and the Comet browser that launched in March 2026.",
    "How to Use Perplexity AI on iPhone \u2014 The Complete Guide"
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://perplexityaimagazine.com/perplexity-hub/how-to-use-perplexity-ai-on-iphone-2",
   "title": "How to Use Perplexity AI on iPhone \u2014 The Complete Guide",
   "published_at": "2026-04-01T04:09:59",
   "engine": "Comet",
   "launch_year": "2026",
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "There are now two free Perplexity apps for iPhone \u2014 the main AI search app and the Comet browser that launched in March 2026.",
    "How to Use Perplexity AI on iPhone \u2014 The Complete Guide"
   ],
   "launch_year_evidence": [
    "Search \u201cComet Perplexity\u201d in the App Store.",
    "Launched March 18, 2026.",
    "How to Use Perplexity AI on iPhone \u2014 The Complete Guide"
   ],
   "status_evidence": [
    "There are now two free Perplexity apps for iPhone \u2014 the main AI search app and the Comet browser that launched in March 2026.",
    "How to Use Perplexity AI on iPhone \u2014 The Complete Guide"
   ],
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   "category_evidence": null
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   "url": "https://serchai.com/en/alternatives/brave-search",
   "title": "The best alternatives to Brave Search | Serchai",
   "published_at": "2026-08-10T00:00:00",
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    "# The best alternatives to Brave Search",
    "Brave Search might not be the right fit: the price, a missing feature or a payment model you don't like.",
    "| [**Brave Search**](/en/reviews/brave-search/) | Free + from $3 | No | Web | | [VisitBrave Search (opens in a new tab)](https://search.brave.com/?utm_source=serchai&utm_medium=web&utm_content=alternativas-tabla-brave-search) |",
    "| Tool | Price | Free trial | Platforms | Rating | Link |"
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    "# The best alternatives to Brave Search",
    "These are the closest alternatives in our catalog, ordered by rating, with the full review of each one.",
    "| [**Brave Search**](/en/reviews/brave-search/) | Free + from $3 | No | Web | | [VisitBrave Search (opens in a new tab)](https://search.brave.com/?utm_source=serchai&utm_medium=web&utm_content=alternativas-tabla-brave-search) |",
    "| Tool | Price | Free trial | Platforms | Rating | Link |"
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   "url": "https://serchai.com/en/alternatives/brave-search",
   "title": "The best alternatives to Brave Search | Serchai",
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   "engine_evidence": [
    "# The best alternatives to Brave Search",
    "### [Kagi](/en/reviews/kagi/) 4/5 \u00b7 Free trial \u00b7 from $5",
    "| [**Kagi**](/en/reviews/kagi/) | Free trial \u00b7 from $5 | Yes | Web, iOS, Android, macOS, Windows, Chrome | | [VisitKagi (opens in a new tab)](https://kagi.com/?aff=serchai&utm_source=serchai&utm_medium=web&utm_content=alternativas-tabla-kagi) |",
    "| Tool | Price | Free trial | Platforms | Rating | Link |"
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    "# The best alternatives to Brave Search",
    "These are the closest alternatives in our catalog, ordered by rating, with the full review of each one.",
    "### [Kagi](/en/reviews/kagi/) 4/5 \u00b7 Free trial \u00b7 from $5",
    "| [**Kagi**](/en/reviews/kagi/) | Free trial \u00b7 from $5 | Yes | Web, iOS, Android, macOS, Windows, Chrome | | [VisitKagi (opens in a new tab)](https://kagi.com/?aff=serchai&utm_source=serchai&utm_medium=web&utm_content=alternativas-tabla-kagi) |",
    "| Tool | Price | Free trial | Platforms | Rating | Link |"
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   "url": "https://serchai.com/en/alternatives/brave-search",
   "title": "The best alternatives to Brave Search | Serchai",
   "published_at": "2026-08-10T00:00:00",
   "engine": "Andi",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "# The best alternatives to Brave Search",
    "### [Andi](/en/reviews/andi/) 2.9/5 \u00b7 Free",
    "| [**Andi**](/en/reviews/andi/) | Free | No | Web, Chrome | | [VisitAndi (opens in a new tab)](https://andisearch.com/?utm_source=serchai&utm_medium=web&utm_content=alternativas-tabla-andi) |",
    "| Tool | Price | Free trial | Platforms | Rating | Link |"
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "# The best alternatives to Brave Search",
    "These are the closest alternatives in our catalog, ordered by rating, with the full review of each one.",
    "### [Andi](/en/reviews/andi/) 2.9/5 \u00b7 Free",
    "| [**Andi**](/en/reviews/andi/) | Free | No | Web, Chrome | | [VisitAndi (opens in a new tab)](https://andisearch.com/?utm_source=serchai&utm_medium=web&utm_content=alternativas-tabla-andi) |",
    "| Tool | Price | Free trial | Platforms | Rating | Link |"
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://toolfreebie.com/tavily-vs-brave-vs-exa-search",
   "title": "Tavily vs Brave vs Exa: Free Search APIs for AI Agents",
   "published_at": "2026-05-25T00:00:00",
   "engine": "Tavily",
   "launch_year": "2023",
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "Tavily vs Brave vs Exa: Free Search APIs for AI Agents",
    "**Tavily** \u2014 purpose-built for LLM retrieval, 1,000 free API credits per month, no credit card",
    "What Is Tavily?",
    "Tavily is a search API built specifically for LLMs and AI agents."
   ],
   "launch_year_evidence": [
    "What Is Tavily?",
    "Founded in 2023 and now used by tens of thousands of developers, it has become the default search tool in LangChain, the recommended tool in the CrewAI documentation, and the example most MCP search servers ship with."
   ],
   "status_evidence": [
    "What Is Tavily?",
    "Founded in 2023 and now used by tens of thousands of developers, it has become the default search tool in LangChain, the recommended tool in the CrewAI documentation, and the example most MCP search servers ship with."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://toolfreebie.com/tavily-vs-brave-vs-exa-search",
   "title": "Tavily vs Brave vs Exa: Free Search APIs for AI Agents",
   "published_at": "2026-05-25T00:00:00",
   "engine": "Brave Search API",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "Tavily vs Brave vs Exa: Free Search APIs for AI Agents",
    "**Brave Search API** \u2014 independent web index, 2,000 free queries per month at 1 query/second, no credit card",
    "What Is Brave Search API?",
    "Brave Search API is the developer-facing endpoint of the same search index that powers the Brave Browser\u2019s default search."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "What Is Brave Search API?",
    "Brave Search API is the developer-facing endpoint of the same search index that powers the Brave Browser\u2019s default search."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://toolfreebie.com/tavily-vs-brave-vs-exa-search",
   "title": "Tavily vs Brave vs Exa: Free Search APIs for AI Agents",
   "published_at": "2026-05-25T00:00:00",
   "engine": "Exa",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "Tavily vs Brave vs Exa: Free Search APIs for AI Agents",
    "**Exa** \u2014 neural search engine designed for AI, $10 of free signup credit (\u22481,000 searches), email signup only",
    "What Is Exa?",
    "Exa (formerly Metaphor Systems) is a semantic search engine built around dense vector embeddings rather than keyword inversion."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "What Is Exa?",
    "Exa (formerly Metaphor Systems) is a semantic search engine built around dense vector embeddings rather than keyword inversion."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://3rk.net/ai/tools/best-ai-search-engines-2026",
   "title": "Best AI Search Engines in 2026 Compared: Perplexity, Google AI Mode, Felo, and Genspark",
   "published_at": "2026-05-27T05:07:32",
   "engine": "Perplexity",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "Best AI Search Engines in 2026 Compared: Perplexity, Google AI Mode, Felo, and Genspark",
    "Perplexity is one of the clearest examples of an AI answer engine."
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://3rk.net/ai/tools/best-ai-search-engines-2026",
   "title": "Best AI Search Engines in 2026 Compared: Perplexity, Google AI Mode, Felo, and Genspark",
   "published_at": "2026-05-27T05:07:32",
   "engine": "Google AI Mode",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "Best AI Search Engines in 2026 Compared: Perplexity, Google AI Mode, Felo, and Genspark",
    "Google AI Mode is important because it brings AI search into Google Search itself."
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://3rk.net/ai/tools/best-ai-search-engines-2026",
   "title": "Best AI Search Engines in 2026 Compared: Perplexity, Google AI Mode, Felo, and Genspark",
   "published_at": "2026-05-27T05:07:32",
   "engine": "Felo",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "Best AI Search Engines in 2026 Compared: Perplexity, Google AI Mode, Felo, and Genspark",
    "Felo positions itself around AI search and real-time translation."
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://3rk.net/ai/tools/best-ai-search-engines-2026",
   "title": "Best AI Search Engines in 2026 Compared: Perplexity, Google AI Mode, Felo, and Genspark",
   "published_at": "2026-05-27T05:07:32",
   "engine": "Genspark",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "Best AI Search Engines in 2026 Compared: Perplexity, Google AI Mode, Felo, and Genspark",
    "Genspark is closer to an AI research workspace than a simple search box."
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://www.evergreen.media/en/guide/answer-engine-optimization/",
   "title": "Answer Engine Optimization (AEO): AI visibility in 2026",
   "published_at": "2026-01-21T19:17:49",
   "engine": "ChatGPT",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "Answer Engine Optimization (AEO): AI visibility in 2026",
    "Answer Engine Optimization (AEO) increases a brand\u2019s visibility in AI-powered answer engines like ChatGPT, Perplexity, and Microsoft Copilot.",
    "- **ChatGPT (OpenAI):** Over 700 million weekly users (Source: [Nick Turley](https://x.com/nickaturley))"
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "Answer Engine Optimization (AEO): AI visibility in 2026",
    "- **ChatGPT (OpenAI):** Over 700 million weekly users (Source: [Nick Turley](https://x.com/nickaturley))",
    "ChatGPT now records 700 million weekly users and processes over 2.5 billion prompts daily according to [Exploding Topics](https://explodingtopics.com/blog/chatgpt-users)."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://www.evergreen.media/en/guide/answer-engine-optimization/",
   "title": "Answer Engine Optimization (AEO): AI visibility in 2026",
   "published_at": "2026-01-21T19:17:49",
   "engine": "Perplexity",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "Answer Engine Optimization (AEO): AI visibility in 2026",
    "Answer Engine Optimization (AEO) increases a brand\u2019s visibility in AI-powered answer engines like ChatGPT, Perplexity, and Microsoft Copilot."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "Answer Engine Optimization (AEO): AI visibility in 2026",
    "A comprehensive [study by **xfunnel.ai** ](https://www.xfunnel.ai/blog/what-sources-do-ai-search-engines-choose)analyzed **40,000 AI answers** from models like ChatGPT, Perplexity, and Gemini and reached the following average results:"
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://www.evergreen.media/en/guide/answer-engine-optimization/",
   "title": "Answer Engine Optimization (AEO): AI visibility in 2026",
   "published_at": "2026-01-21T19:17:49",
   "engine": "Microsoft Copilot",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "Answer Engine Optimization (AEO): AI visibility in 2026",
    "Answer Engine Optimization (AEO) increases a brand\u2019s visibility in AI-powered answer engines like ChatGPT, Perplexity, and Microsoft Copilot.",
    "- **Microsoft Copilot:** Integrated into Windows and Office products"
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "Answer Engine Optimization (AEO): AI visibility in 2026",
    "- **Microsoft Copilot:** Integrated into Windows and Office products"
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://www.evergreen.media/en/guide/answer-engine-optimization/",
   "title": "Answer Engine Optimization (AEO): AI visibility in 2026",
   "published_at": "2026-01-21T19:17:49",
   "engine": "Google AI Overviews",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "Answer Engine Optimization (AEO): AI visibility in 2026",
    "**Platforms vary:** [ChatGPT](https://www.evergreen.media/en/guide/chatgpt-search/), [Google AI Overviews](https://www.evergreen.media/en/guide/google-ai-overviews/), and Perplexity have different preferences when selecting sources.",
    "- **Google AI Overviews:** AI-generated summaries in Google search results"
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "Answer Engine Optimization (AEO): AI visibility in 2026",
    "- **Google AI Overviews:** AI-generated summaries in Google search results",
    "At the same time, Google has rolled out [Google AI Overviews](https://www.evergreen.media/en/guide/google-ai-overviews/) and the ChatGPT-like [AI Mode](https://www.evergreen.media/en/guide/google-ai-mode/) globally."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://www.evergreen.media/en/guide/answer-engine-optimization/",
   "title": "Answer Engine Optimization (AEO): AI visibility in 2026",
   "published_at": "2026-01-21T19:17:49",
   "engine": "Google AI Mode",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "Answer Engine Optimization (AEO): AI visibility in 2026",
    "- **Google AI Mode**: Integrated into Google search (separate tab)"
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "Answer Engine Optimization (AEO): AI visibility in 2026",
    "- **Google AI Mode**: Integrated into Google search (separate tab)",
    "At the same time, Google has rolled out [Google AI Overviews](https://www.evergreen.media/en/guide/google-ai-overviews/) and the ChatGPT-like [AI Mode](https://www.evergreen.media/en/guide/google-ai-mode/) globally."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://rip.so/neeva.html",
   "title": "Neeva (2019 - 2023)",
   "published_at": "2026-07-13T01:28:09",
   "engine": "neeva",
   "launch_year": "2021",
   "status": "discontinued",
   "region": null,
   "category": null,
   "engine_evidence": [
    "# Neeva",
    "neeva was a paid, ad-free, privacy-first search engine built by two ex-google ads executives.",
    "by early '23 neeva had folded a generative-ai answer layer on top of the search results, which arguably beat google to shipping a mainstream AI search product."
   ],
   "launch_year_evidence": [
    "# Neeva",
    "it launched to the us public in june 2021 for $4.95 a month, added generative-ai answers in january 2023, then announced the consumer shutdown on 20 may 2023."
   ],
   "status_evidence": [
    "# Neeva",
    "it launched to the us public in june 2021 for $4.95 a month, added generative-ai answers in january 2023, then announced the consumer shutdown on 20 may 2023."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://tooldirectory.ai/best-ai-collections/best-ai-search-engines-2026",
   "title": "Best AI Search Engines (2026)",
   "published_at": "2026-06-19T14:57:32",
   "engine": "Perplexity.ai",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "# Best AI Search Engines (2026)",
    "This guide ranks nine AI search engines across general answers, academic research, and developer work, so you can pick the right one for the question you have.",
    "1. Perplexity.ai \u2014 Best overall AI search engine",
    "[Perplexity.ai](https://tooldirectory.ai/tools/perplexity-ai) is the answer engine we reach for first."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "# Best AI Search Engines (2026)",
    "This guide ranks nine AI search engines across general answers, academic research, and developer work, so you can pick the right one for the question you have.",
    "1. Perplexity.ai \u2014 Best overall AI search engine",
    "[Perplexity.ai](https://tooldirectory.ai/tools/perplexity-ai) is the answer engine we reach for first."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://tooldirectory.ai/best-ai-collections/best-ai-search-engines-2026",
   "title": "Best AI Search Engines (2026)",
   "published_at": "2026-06-19T14:57:32",
   "engine": "You.com",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "# Best AI Search Engines (2026)",
    "This guide ranks nine AI search engines across general answers, academic research, and developer work, so you can pick the right one for the question you have.",
    "2. You.com \u2014 AI search with model choice and an enterprise tilt",
    "[You.com](https://tooldirectory.ai/tools/you-com) lets you pick the model and mode behind your answer rather than locking you to one: switch among multiple large language models, run a research mode for longer questions, or use a quick mode for fast facts, all with citations attached."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "# Best AI Search Engines (2026)",
    "This guide ranks nine AI search engines across general answers, academic research, and developer work, so you can pick the right one for the question you have.",
    "2. You.com \u2014 AI search with model choice and an enterprise tilt",
    "[You.com](https://tooldirectory.ai/tools/you-com) lets you pick the model and mode behind your answer rather than locking you to one: switch among multiple large language models, run a research mode for longer questions, or use a quick mode for fast facts, all with citations attached."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://tooldirectory.ai/best-ai-collections/best-ai-search-engines-2026",
   "title": "Best AI Search Engines (2026)",
   "published_at": "2026-06-19T14:57:32",
   "engine": "Andi Search",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "# Best AI Search Engines (2026)",
    "This guide ranks nine AI search engines across general answers, academic research, and developer work, so you can pick the right one for the question you have.",
    "3. Andi Search \u2014 Ad-free conversational answers, free",
    "[Andi Search](https://tooldirectory.ai/tools/andi-search-ai-assistant) answers like a friend texting you back: a direct, conversational reply instead of a wall of links, in a clean interface with visual cards."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "# Best AI Search Engines (2026)",
    "This guide ranks nine AI search engines across general answers, academic research, and developer work, so you can pick the right one for the question you have.",
    "3. Andi Search \u2014 Ad-free conversational answers, free",
    "[Andi Search](https://tooldirectory.ai/tools/andi-search-ai-assistant) answers like a friend texting you back: a direct, conversational reply instead of a wall of links, in a clean interface with visual cards."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://tooldirectory.ai/best-ai-collections/best-ai-search-engines-2026",
   "title": "Best AI Search Engines (2026)",
   "published_at": "2026-06-19T14:57:32",
   "engine": "Kagi",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "# Best AI Search Engines (2026)",
    "This guide ranks nine AI search engines across general answers, academic research, and developer work, so you can pick the right one for the question you have.",
    "4. Kagi \u2014 Premium, ad-free search with AI on top",
    "[Kagi](https://tooldirectory.ai/tools/kagi) sells the opposite of ad-funded search: you pay a subscription, and in return get no ads, no tracking, and results you can customize by raising or lowering domains you trust."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "# Best AI Search Engines (2026)",
    "This guide ranks nine AI search engines across general answers, academic research, and developer work, so you can pick the right one for the question you have.",
    "4. Kagi \u2014 Premium, ad-free search with AI on top",
    "[Kagi](https://tooldirectory.ai/tools/kagi) sells the opposite of ad-funded search: you pay a subscription, and in return get no ads, no tracking, and results you can customize by raising or lowering domains you trust."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://tooldirectory.ai/best-ai-collections/best-ai-search-engines-2026",
   "title": "Best AI Search Engines (2026)",
   "published_at": "2026-06-19T14:57:32",
   "engine": "Genspark",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "# Best AI Search Engines (2026)",
    "This guide ranks nine AI search engines across general answers, academic research, and developer work, so you can pick the right one for the question you have.",
    "5. Genspark \u2014 Agentic search that builds Sparkpages",
    "[Genspark](https://tooldirectory.ai/tools/genspark) takes a different shape from a chat box."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "# Best AI Search Engines (2026)",
    "This guide ranks nine AI search engines across general answers, academic research, and developer work, so you can pick the right one for the question you have.",
    "5. Genspark \u2014 Agentic search that builds Sparkpages",
    "[Genspark](https://tooldirectory.ai/tools/genspark) takes a different shape from a chat box."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://tooldirectory.ai/best-ai-collections/best-ai-search-engines-2026",
   "title": "Best AI Search Engines (2026)",
   "published_at": "2026-06-19T14:57:32",
   "engine": "Elicit",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "# Best AI Search Engines (2026)",
    "This guide ranks nine AI search engines across general answers, academic research, and developer work, so you can pick the right one for the question you have.",
    "6. Elicit \u2014 AI research assistant over academic papers",
    "[Elicit](https://tooldirectory.ai/tools/elicit-ai-research-automation-data-analysis) is built for real literature work."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "# Best AI Search Engines (2026)",
    "This guide ranks nine AI search engines across general answers, academic research, and developer work, so you can pick the right one for the question you have.",
    "6. Elicit \u2014 AI research assistant over academic papers",
    "[Elicit](https://tooldirectory.ai/tools/elicit-ai-research-automation-data-analysis) is built for real literature work."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://tooldirectory.ai/best-ai-collections/best-ai-search-engines-2026",
   "title": "Best AI Search Engines (2026)",
   "published_at": "2026-06-19T14:57:32",
   "engine": "Consensus App",
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    "# Best AI Search Engines (2026)",
    "This guide ranks nine AI search engines across general answers, academic research, and developer work, so you can pick the right one for the question you have.",
    "7. Consensus App \u2014 Evidence from peer-reviewed studies",
    "[Consensus App](https://tooldirectory.ai/tools/consensus-app-decision-making) answers a specific kind of question: \"what does the research actually say about this?\""
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   "status_evidence": [
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    "7. Consensus App \u2014 Evidence from peer-reviewed studies",
    "[Consensus App](https://tooldirectory.ai/tools/consensus-app-decision-making) answers a specific kind of question: \"what does the research actually say about this?\""
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  {
   "url": "https://tooldirectory.ai/best-ai-collections/best-ai-search-engines-2026",
   "title": "Best AI Search Engines (2026)",
   "published_at": "2026-06-19T14:57:32",
   "engine": "scite",
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    "# Best AI Search Engines (2026)",
    "This guide ranks nine AI search engines across general answers, academic research, and developer work, so you can pick the right one for the question you have.",
    "8. scite \u2014 Smart Citations that show context",
    "[scite](https://tooldirectory.ai/tools/scite-smart-citations-research) tackles a problem raw citation counts hide: not all citations are endorsements."
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   "launch_year_evidence": null,
   "status_evidence": [
    "# Best AI Search Engines (2026)",
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    "8. scite \u2014 Smart Citations that show context",
    "[scite](https://tooldirectory.ai/tools/scite-smart-citations-research) tackles a problem raw citation counts hide: not all citations are endorsements."
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   "region_evidence": null,
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  {
   "url": "https://tooldirectory.ai/best-ai-collections/best-ai-search-engines-2026",
   "title": "Best AI Search Engines (2026)",
   "published_at": "2026-06-19T14:57:32",
   "engine": "Phind",
   "launch_year": null,
   "status": "discontinued",
   "region": null,
   "category": null,
   "engine_evidence": [
    "# Best AI Search Engines (2026)",
    "This guide ranks nine AI search engines across general answers, academic research, and developer work, so you can pick the right one for the question you have.",
    "What changed in 2026 is that answer-style results went mainstream. Google's AI Overviews and AI Mode, ChatGPT Search, and Gemini now put a synthesized answer above the link list, raising the bar on citation quality and source freshness. The flip side: some standalone answer engines got squeezed, and one former developer favorite, Phind, shut down in early 2026 as a direct result."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "# Best AI Search Engines (2026)",
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   "region_evidence": null,
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  {
   "url": "https://tooldirectory.ai/best-ai-collections/best-ai-search-engines-2026",
   "title": "Best AI Search Engines (2026)",
   "published_at": "2026-06-19T14:57:32",
   "engine": "Exa",
   "launch_year": null,
   "status": "active",
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   "category": null,
   "engine_evidence": [
    "# Best AI Search Engines (2026)",
    "This guide ranks nine AI search engines across general answers, academic research, and developer work, so you can pick the right one for the question you have.",
    "9. Exa \u2014 Neural search API for AI apps",
    "[Exa](https://tooldirectory.ai/tools/exa) is less a website you visit and more the search layer other AI products are built on."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "# Best AI Search Engines (2026)",
    "This guide ranks nine AI search engines across general answers, academic research, and developer work, so you can pick the right one for the question you have.",
    "9. Exa \u2014 Neural search API for AI apps",
    "[Exa](https://tooldirectory.ai/tools/exa) is less a website you visit and more the search layer other AI products are built on."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://openai.com/index/introducing-chatgpt-search/",
   "title": "Introducing ChatGPT search",
   "published_at": null,
   "engine": "ChatGPT search",
   "launch_year": "2024",
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "Introducing ChatGPT search",
    "# Introducing ChatGPT search",
    "Get fast, timely answers with links to relevant web sources."
   ],
   "launch_year_evidence": [
    "OpenAI",
    "October 31, 2024",
    "# Introducing ChatGPT search",
    "Get fast, timely answers with links to relevant web sources."
   ],
   "status_evidence": [
    "# Introducing ChatGPT search",
    "Get fast, timely answers with links to relevant web sources.",
    "Update on February 5, 2025: ChatGPT search is now available to everyone in regions where ChatGPT is available."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://dev.to/build996/tavily-vs-brave-vs-exa-free-search-apis-for-ai-agents-59m1",
   "title": "Tavily vs Brave vs Exa: Free Search APIs for AI Agents",
   "published_at": "2026-05-28T09:08:05",
   "engine": "Tavily",
   "launch_year": "2023",
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "Every AI Agent Needs a Search Tool \u2014 Here Are the Three Free Ones That Actually Work",
    "**Tavily** \u2014 purpose-built for LLM retrieval, 1,000 free API credits per month, no credit card",
    "What Is Tavily?",
    "Tavily is a search API built specifically for LLMs and AI agents."
   ],
   "launch_year_evidence": [
    "Every AI Agent Needs a Search Tool \u2014 Here Are the Three Free Ones That Actually Work",
    "What Is Tavily?",
    "Founded in 2023 and now used by tens of thousands of developers, it has become the default search tool in LangChain, the recommended tool in the CrewAI documentation, and the example most MCP search servers ship with."
   ],
   "status_evidence": [
    "Every AI Agent Needs a Search Tool \u2014 Here Are the Three Free Ones That Actually Work",
    "What Is Tavily?",
    "Tavily is a search API built specifically for LLMs and AI agents."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://dev.to/build996/tavily-vs-brave-vs-exa-free-search-apis-for-ai-agents-59m1",
   "title": "Tavily vs Brave vs Exa: Free Search APIs for AI Agents",
   "published_at": "2026-05-28T09:08:05",
   "engine": "Exa",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": "neural search engine",
   "engine_evidence": [
    "Every AI Agent Needs a Search Tool \u2014 Here Are the Three Free Ones That Actually Work",
    "**Exa** \u2014 neural search engine designed for AI, $10 of free signup credit (\u22481,000 searches), email signup only",
    "What Is Exa?",
    "Exa (formerly Metaphor Systems) is a semantic search engine built around dense vector embeddings rather than keyword inversion."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "Every AI Agent Needs a Search Tool \u2014 Here Are the Three Free Ones That Actually Work",
    "**Exa** \u2014 neural search engine designed for AI, $10 of free signup credit (\u22481,000 searches), email signup only",
    "What Is Exa?",
    "Exa (formerly Metaphor Systems) is a semantic search engine built around dense vector embeddings rather than keyword inversion."
   ],
   "region_evidence": null,
   "category_evidence": [
    "Every AI Agent Needs a Search Tool \u2014 Here Are the Three Free Ones That Actually Work",
    "**Exa** \u2014 neural search engine designed for AI, $10 of free signup credit (\u22481,000 searches), email signup only",
    "What Is Exa?",
    "Exa (formerly Metaphor Systems) is a semantic search engine built around dense vector embeddings rather than keyword inversion."
   ]
  },
  {
   "url": "https://wbnstv.marketminute.com/article/marketersmedia-2026-8-23-iask-ai-launches-new-education-based-hub-to-help-students-learn-with-artificial-intelligence",
   "title": "iAsk AI Launches New Education-Based Hub to Help Students Learn with Artificial Intelligence",
   "published_at": "2026-08-23T04:14:55",
   "engine": "iAsk AI",
   "launch_year": "2023",
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "iAsk AI is an AI-powered search and learning platform launched in 2023.",
    "-- iAsk AI is launching an expansion of its platform into an education-based AI hub aimed at helping students use artificial intelligence as a means of learning rather than just getting answers."
   ],
   "launch_year_evidence": [
    "iAsk AI is an AI-powered search and learning platform launched in 2023.",
    "-- iAsk AI is launching an expansion of its platform into an education-based AI hub aimed at helping students use artificial intelligence as a means of learning rather than just getting answers."
   ],
   "status_evidence": [
    "iAsk AI is an AI-powered search and learning platform launched in 2023.",
    "-- iAsk AI is launching an expansion of its platform into an education-based AI hub aimed at helping students use artificial intelligence as a means of learning rather than just getting answers."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://startupfortune.com/googles-ai-mode-now-tracks-flight-prices-and-books-your-hotel",
   "title": "Google's AI Mode Now Tracks Flight Prices and Books Your Hotel",
   "published_at": "2026-08-27T23:40:11",
   "engine": "AI Mode",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "Google has moved AI Mode from travel advice into hotel checkout.",
    "Google has moved AI Mode from travel advice into hotel checkout. If you plan trips through Search, the booking fight is now happening inside the answer box."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "Google has moved AI Mode from travel advice into hotel checkout.",
    "Google has moved AI Mode from travel advice into hotel checkout. If you plan trips through Search, the booking fight is now happening inside the answer box."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://news.ycombinator.com/item?id=41448985",
   "title": "Kagi Assistant | Hacker News",
   "published_at": "2024-09-04T18:35:53",
   "engine": "Kagi FastGPT",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "To repeat myself from a recent HN thread:",
    "I cancelled my Perplexity Pro since for any use case I had for it, I would instead use Kagi FastGPT."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "To repeat myself from a recent HN thread:",
    "I cancelled my Perplexity Pro since for any use case I had for it, I would instead use Kagi FastGPT."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://felo.ai/tools/grok-4-5",
   "title": "Free Grok 4.5 Trial on Felo Search | Felo AI",
   "published_at": null,
   "engine": "Felo Search",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "# Try Grok 4.5 Freein Felo Search",
    "Felo Search now supports SpaceXAI\u2019s Grok 4.5 model.",
    "![Grok 4.5 on Felo Search](/img-skills/images/generated-ai/tools-index/tool-cards/grok-4-5.webp)",
    "Try Grok 4.5 free online from July 9 to July 16, 2026."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "# Try Grok 4.5 Freein Felo Search",
    "Felo Search now supports SpaceXAI\u2019s Grok 4.5 model.",
    "Felo Pro subscribers can try Grok 4.5 free for 7 days, from July 9 to July 16, 2026."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://newsbreaks.infotoday.com/Digest/Neeva-Search-Engine-to-Shut-Down-Company-to-Pivot-158756.asp",
   "title": "Neeva Search Engine to Shut Down; Company to Pivot",
   "published_at": "2023-05-23T00:00:00",
   "engine": "Neeva",
   "launch_year": null,
   "status": "shutting down",
   "region": null,
   "category": null,
   "engine_evidence": [
    "Neeva Search Engine to Shut Down; Company to Pivot",
    "The Neeva search engine announced that it is shutting down on June 2, 2023."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "Neeva Search Engine to Shut Down; Company to Pivot",
    "The Neeva search engine announced that it is shutting down on June 2, 2023."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://nonofojoel.com/ai-search-engines",
   "title": "The Best 10 AI Search Engines in 2026",
   "published_at": "2026-04-28T19:57:45",
   "engine": "Google AI Overviews / AI Mode",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": "AI search surface",
   "engine_evidence": [
    "This guide compares the best top 10 AI search engines in 2026 and focuses on three questions that actually matter.",
    "| **#** | **Engine** | **Latest public usage stat** | **Why it matters** |",
    "| **1** | Google AI Overviews / AI Mode | 1.5B+ monthly users for AI Overviews (Google, Apr 24 2025) | The biggest AI search surface because it sits inside Google Search itself. |"
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "This guide compares the best top 10 AI search engines in 2026 and focuses on three questions that actually matter.",
    "| **#** | **Engine** | **Latest public usage stat** | **Why it matters** |",
    "| **1** | Google AI Overviews / AI Mode | 1.5B+ monthly users for AI Overviews (Google, Apr 24 2025) | The biggest AI search surface because it sits inside Google Search itself. |"
   ],
   "region_evidence": null,
   "category_evidence": [
    "This guide compares the best top 10 AI search engines in 2026 and focuses on three questions that actually matter.",
    "| **#** | **Engine** | **Latest public usage stat** | **Why it matters** |",
    "| **1** | Google AI Overviews / AI Mode | 1.5B+ monthly users for AI Overviews (Google, Apr 24 2025) | The biggest AI search surface because it sits inside Google Search itself. |",
    "**Best for:** Sheer reach, mainstream discovery, and product or service queries that already sit inside Google demand."
   ]
  },
  {
   "url": "https://nonofojoel.com/ai-search-engines",
   "title": "The Best 10 AI Search Engines in 2026",
   "published_at": "2026-04-28T19:57:45",
   "engine": "ChatGPT Search",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": "AI-native discovery layer",
   "engine_evidence": [
    "This guide compares the best top 10 AI search engines in 2026 and focuses on three questions that actually matter.",
    "| **#** | **Engine** | **Latest public usage stat** | **Why it matters** |",
    "| **2** | ChatGPT Search | 700M weekly active users for ChatGPT (OpenAI study, Sep 2025); ~5.35B web visits in Feb 2026 (Similarweb) | The strongest AI-native discovery layer after Google. |"
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "This guide compares the best top 10 AI search engines in 2026 and focuses on three questions that actually matter.",
    "| **#** | **Engine** | **Latest public usage stat** | **Why it matters** |",
    "| **2** | ChatGPT Search | 700M weekly active users for ChatGPT (OpenAI study, Sep 2025); ~5.35B web visits in Feb 2026 (Similarweb) | The strongest AI-native discovery layer after Google. |"
   ],
   "region_evidence": null,
   "category_evidence": [
    "This guide compares the best top 10 AI search engines in 2026 and focuses on three questions that actually matter.",
    "| **#** | **Engine** | **Latest public usage stat** | **Why it matters** |",
    "| **2** | ChatGPT Search | 700M weekly active users for ChatGPT (OpenAI study, Sep 2025); ~5.35B web visits in Feb 2026 (Similarweb) | The strongest AI-native discovery layer after Google. |",
    "**Best for:** Research-led queries, product discovery, comparison searches, and answer-first exploration before a user clicks through."
   ]
  },
  {
   "url": "https://nonofojoel.com/ai-search-engines",
   "title": "The Best 10 AI Search Engines in 2026",
   "published_at": "2026-04-28T19:57:45",
   "engine": "Perplexity",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": "pure-play answer engine",
   "engine_evidence": [
    "This guide compares the best top 10 AI search engines in 2026 and focuses on three questions that actually matter.",
    "| **#** | **Engine** | **Latest public usage stat** | **Why it matters** |",
    "| **3** | Perplexity | 200M daily queries (Perplexity research, Sep 2025); ~170M monthly visits (Similarweb, Jan 2026 data cited Mar 2026) | Still the clearest pure-play answer engine. |"
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "This guide compares the best top 10 AI search engines in 2026 and focuses on three questions that actually matter.",
    "| **#** | **Engine** | **Latest public usage stat** | **Why it matters** |",
    "| **3** | Perplexity | 200M daily queries (Perplexity research, Sep 2025); ~170M monthly visits (Similarweb, Jan 2026 data cited Mar 2026) | Still the clearest pure-play answer engine. |"
   ],
   "region_evidence": null,
   "category_evidence": [
    "This guide compares the best top 10 AI search engines in 2026 and focuses on three questions that actually matter.",
    "| **#** | **Engine** | **Latest public usage stat** | **Why it matters** |",
    "| **3** | Perplexity | 200M daily queries (Perplexity research, Sep 2025); ~170M monthly visits (Similarweb, Jan 2026 data cited Mar 2026) | Still the clearest pure-play answer engine. |",
    "**Best for:** Research-heavy users, citation-driven answers, and users who want a fast answer engine rather than a classic search page."
   ]
  },
  {
   "url": "https://nonofojoel.com/ai-search-engines",
   "title": "The Best 10 AI Search Engines in 2026",
   "published_at": "2026-04-28T19:57:45",
   "engine": "Microsoft Copilot / Bing Generative Search",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": "assistant",
   "engine_evidence": [
    "This guide compares the best top 10 AI search engines in 2026 and focuses on three questions that actually matter.",
    "| **#** | **Engine** | **Latest public usage stat** | **Why it matters** |",
    "| **4** | Microsoft Copilot / Bing Generative Search | bing.com had 3.2B global visits in Feb 2026 (Similarweb); Microsoft says Copilot daily active usage is up 10x YoY (Mar 2026) | Massive distribution through Bing, Windows, Edge, and Microsoft 365. |"
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "This guide compares the best top 10 AI search engines in 2026 and focuses on three questions that actually matter.",
    "| **#** | **Engine** | **Latest public usage stat** | **Why it matters** |",
    "| **4** | Microsoft Copilot / Bing Generative Search | bing.com had 3.2B global visits in Feb 2026 (Similarweb); Microsoft says Copilot daily active usage is up 10x YoY (Mar 2026) | Massive distribution through Bing, Windows, Edge, and Microsoft 365. |"
   ],
   "region_evidence": null,
   "category_evidence": [
    "This guide compares the best top 10 AI search engines in 2026 and focuses on three questions that actually matter.",
    "| **#** | **Engine** | **Latest public usage stat** | **Why it matters** |",
    "| **4** | Microsoft Copilot / Bing Generative Search | bing.com had 3.2B global visits in Feb 2026 (Similarweb); Microsoft says Copilot daily active usage is up 10x YoY (Mar 2026) | Massive distribution through Bing, Windows, Edge, and Microsoft 365. |",
    "**Best for:** Windows and Edge users, Bing-heavy markets, enterprise workflows, and search journeys influenced by Microsoft\u2019s ecosystem."
   ]
  },
  {
   "url": "https://nonofojoel.com/ai-search-engines",
   "title": "The Best 10 AI Search Engines in 2026",
   "published_at": "2026-04-28T19:57:45",
   "engine": "Google Gemini",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": "assistant",
   "engine_evidence": [
    "This guide compares the best top 10 AI search engines in 2026 and focuses on three questions that actually matter.",
    "| **#** | **Engine** | **Latest public usage stat** | **Why it matters** |",
    "| **5** | Google Gemini | 400M monthly active users for the Gemini app (Google I/O 2025); 1.1B monthly visits by Sep 2025 (Similarweb) | A major assistant with strong Google grounding and distribution. |"
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "This guide compares the best top 10 AI search engines in 2026 and focuses on three questions that actually matter.",
    "| **#** | **Engine** | **Latest public usage stat** | **Why it matters** |",
    "| **5** | Google Gemini | 400M monthly active users for the Gemini app (Google I/O 2025); 1.1B monthly visits by Sep 2025 (Similarweb) | A major assistant with strong Google grounding and distribution. |"
   ],
   "region_evidence": null,
   "category_evidence": [
    "This guide compares the best top 10 AI search engines in 2026 and focuses on three questions that actually matter.",
    "| **#** | **Engine** | **Latest public usage stat** | **Why it matters** |",
    "| **5** | Google Gemini | 400M monthly active users for the Gemini app (Google I/O 2025); 1.1B monthly visits by Sep 2025 (Similarweb) | A major assistant with strong Google grounding and distribution. |",
    "**Best for:** Users who want an assistant experience grounded in Google\u2019s ecosystem, especially for productivity, planning, and follow-up research."
   ]
  },
  {
   "url": "https://nonofojoel.com/ai-search-engines",
   "title": "The Best 10 AI Search Engines in 2026",
   "published_at": "2026-04-28T19:57:45",
   "engine": "Claude",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": "assistant",
   "engine_evidence": [
    "This guide compares the best top 10 AI search engines in 2026 and focuses on three questions that actually matter.",
    "| **#** | **Engine** | **Latest public usage stat** | **Why it matters** |",
    "| **6** | Claude | ~157M monthly visits (Similarweb, Jan 2026 data cited Mar 2026) | A fast-growing assistant with web search and strong trust among knowledge workers. |"
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "This guide compares the best top 10 AI search engines in 2026 and focuses on three questions that actually matter.",
    "| **#** | **Engine** | **Latest public usage stat** | **Why it matters** |",
    "| **6** | Claude | ~157M monthly visits (Similarweb, Jan 2026 data cited Mar 2026) | A fast-growing assistant with web search and strong trust among knowledge workers. |"
   ],
   "region_evidence": null,
   "category_evidence": [
    "This guide compares the best top 10 AI search engines in 2026 and focuses on three questions that actually matter.",
    "| **#** | **Engine** | **Latest public usage stat** | **Why it matters** |",
    "| **6** | Claude | ~157M monthly visits (Similarweb, Jan 2026 data cited Mar 2026) | A fast-growing assistant with web search and strong trust among knowledge workers. |",
    "**Best for:** Knowledge workers, researchers, and users who value careful answers, source citations, and a calmer assistant experience."
   ]
  },
  {
   "url": "https://nonofojoel.com/ai-search-engines",
   "title": "The Best 10 AI Search Engines in 2026",
   "published_at": "2026-04-28T19:57:45",
   "engine": "DuckDuckGo AI Search",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": "privacy-first search engine",
   "engine_evidence": [
    "This guide compares the best top 10 AI search engines in 2026 and focuses on three questions that actually matter.",
    "| **#** | **Engine** | **Latest public usage stat** | **Why it matters** |",
    "| **7** | DuckDuckGo AI Search | DuckDuckGo says it handles 3B monthly searches | A privacy-first search engine now layering AI answers into search. |"
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "This guide compares the best top 10 AI search engines in 2026 and focuses on three questions that actually matter.",
    "| **#** | **Engine** | **Latest public usage stat** | **Why it matters** |",
    "| **7** | DuckDuckGo AI Search | DuckDuckGo says it handles 3B monthly searches | A privacy-first search engine now layering AI answers into search. |"
   ],
   "region_evidence": null,
   "category_evidence": [
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   "url": "https://nonofojoel.com/ai-search-engines",
   "title": "The Best 10 AI Search Engines in 2026",
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    "**Best for:** Real-time, newsy, trend-driven queries where X posts and web search together create a different answer environment from Google-style search."
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   "url": "https://nonofojoel.com/ai-search-engines",
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    "| **10** | You.com | 10M+ daily queries served and 1B+ API calls monthly (You.com official) | Less consumer-famous, but highly relevant in the agentic search stack. |"
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    "**Best for:** Agentic search infrastructure, developer workflows, enterprise AI products, and web-grounded agents."
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   "url": "http://www.shacknews.com/article/134065/chatgpt-ai-bing-search-trial-launch",
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   "url": "https://serchai.com/en/alternatives/kagi",
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    "The best alternatives to Kagi",
    "### [Brave Search](/en/reviews/brave-search/) 3.7/5 \u00b7 Free + from $3",
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    "### [Brave Search](/en/reviews/brave-search/) 3.7/5 \u00b7 Free + from $3",
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    "### [Brave Search](/en/reviews/brave-search/) 3.7/5 \u00b7 Free + from $3",
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    "The best alternatives to Kagi",
    "### [Andi](/en/reviews/andi/) 2.9/5 \u00b7 Free",
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    "### [Andi](/en/reviews/andi/) 2.9/5 \u00b7 Free",
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   "url": "https://aitoolpick.org/top/ai-search",
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    "| 2 | [Perplexity](/tools/perplexity-ai/) | \u2605 4.6 | \u2713 | Free / $20+ | researchers, knowledge workers |"
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    "| 3 | [Perplexity AI](/tools/perplexity/) | \u2605 4.5 | \u2713 | Free / $20+ | researchers, students |"
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    "| 4 | [Elicit](/tools/elicit/) | \u2605 4.5 | \u2713 | Free / $10+ | researchers, academics |"
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    "| 5 | [Casetext (CoCounsel)](/tools/casetext/) | \u2605 4.5 | \u2717 | $110+ | solo practitioners, small law firms |"
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   "url": "https://aitoolpick.org/top/ai-search",
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    "# Top 10 Best AI Search Tools",
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    "| 6 | [Consensus](/tools/consensus/) | \u2605 4.4 | \u2713 | Free / $8.99+ | researchers, students |"
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   "url": "https://aitoolpick.org/top/ai-search",
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    "| 8 | [Tavily](/tools/tavily/) | \u2605 4.3 | \u2713 | Free / $50+ | ai developers, llm builders |"
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   "url": "https://aitoolpick.org/top/ai-search",
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    "| 9 | [Scite](/tools/scite/) | \u2605 4.3 | \u2713 | Free / $15+ | academic researchers, phd students |"
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   "url": "https://aitoolpick.org/top/ai-search",
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    "| 10 | [Phind](/tools/phind/) | \u2605 4.3 | \u2713 | Free / $17+ | developers, engineers |"
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  {
   "url": "https://finance.yahoo.com/news/iask-ai-search-engine-reaches-125500427.html",
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   "status": "active",
   "region": "CHICAGO, IL",
   "category": "Research Answer Engine",
   "engine_evidence": [
    "This is a paid press release.",
    "iAsk AI Search Engine Reaches 1 Million Searches Daily Just Months After Launch",
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    "This is a paid press release.",
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   ],
   "status_evidence": [
    "This is a paid press release.",
    "iAsk AI Search Engine Reaches 1 Million Searches Daily Just Months After Launch",
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   ],
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    "iAsk AI Search Engine Reaches 1 Million Searches Daily Just Months After Launch",
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   ],
   "category_evidence": [
    "This is a paid press release.",
    "iAsk AI Search Engine Reaches 1 Million Searches Daily Just Months After Launch",
    "It has become the go-to Research Answer Engine for college students and younger tech-savvy professionals, who are often early adopters of generative AI technology."
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  {
   "url": "https://bakersfield.marketminute.com/article/abnewswire-2026-8-25-best-ai-search-optimization-agencies-ranked-in-dunstan-research-report",
   "title": "Best AI Search Optimization Agencies Ranked In Dunstan Research Report",
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   "url": "https://bakersfield.marketminute.com/article/abnewswire-2026-8-25-best-ai-search-optimization-agencies-ranked-in-dunstan-research-report",
   "title": "Best AI Search Optimization Agencies Ranked In Dunstan Research Report",
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    "Best AI Search Optimization Agencies Ranked In Dunstan Research Report",
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   ],
   "launch_year_evidence": null,
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  {
   "url": "https://freeseoauditservices.com/seo-news-reviews-articles/bing-ai-overviews-test-copies-googles-naming",
   "title": "Bing AI Overviews Test Copies Googles Naming",
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   "status": "renamed",
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   "category": null,
   "engine_evidence": [
    "## TL;DR Summary:",
    "**New Bing Label**: Microsoft is testing a rename of Bing\u2019s top AI answer box from Copilot Search to AI Overview, while keeping the Copilot logo in place.",
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   "status_evidence": [
    "## TL;DR Summary:",
    "**New Bing Label**: Microsoft is testing a rename of Bing\u2019s top AI answer box from Copilot Search to AI Overview, while keeping the Copilot logo in place."
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  {
   "url": "https://cryptobriefing.com/perplexity-tops-artificial-analysis-search-index",
   "title": "Perplexity tops Artificial Analysis Search Index with new API, beating rivals by wide margin",
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   "engine": "Perplexity Search API",
   "launch_year": "2025",
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   "engine_evidence": [
    "For context, the underlying Search API itself, which Perplexity launched on September 25, 2025, prices out at $5 per 1,000 requests for raw ranked web results.",
    "The AI search company scored 80 on the new benchmark, a 47-point improvement over baseline performance and five points ahead of its nearest competitor."
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    "For context, the underlying Search API itself, which Perplexity launched on September 25, 2025, prices out at $5 per 1,000 requests for raw ranked web results.",
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    "For context, the underlying Search API itself, which Perplexity launched on September 25, 2025, prices out at $5 per 1,000 requests for raw ranked web results.",
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  },
  {
   "url": "https://tigi.global/articles/genspark-s-2-6-billion-valuation-shows-the-ai-funding-frenzy-isn-t-slowing",
   "title": "How Genspark Went From $0 to $2.6 Billion in Under Two Years \u2014 and What It Reveals About the AI Funding Frenzy \u2014 TIGI - The Impactful Global Icon",
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   "engine": "Genspark",
   "launch_year": "2024",
   "status": "renamed",
   "region": null,
   "category": null,
   "engine_evidence": [
    "## The Company Nobody Was Watching Just Became Worth $2.6 Billion",
    "Genspark launched in June 2024 as an AI-powered search engine that generated custom result pages called \"Sparkpages\" instead of returning links."
   ],
   "launch_year_evidence": [
    "## The Company Nobody Was Watching Just Became Worth $2.6 Billion",
    "Genspark launched in June 2024 as an AI-powered search engine that generated custom result pages called \"Sparkpages\" instead of returning links."
   ],
   "status_evidence": [
    "## The Company Nobody Was Watching Just Became Worth $2.6 Billion",
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   ],
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  },
  {
   "url": "https://unitedkingdomnewswatch.com/article/923084645-answer-engine-a-new-open-source-tool-for-ai-and-semantic-search-that-cites-its-sources-or-says-i-don-t-know",
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    "# Answer Engine: A New Open-Source Tool for AI and Semantic Search That Cites Its Sources \u2014 or Says \"I Don't Know\"",
    "As AI answer engines like Google's AI Overviews, Perplexity, ChatGPT, Copilot, and Gemini replace the list of links with a single composed answer, a new failure has come with them: these tools can return confident judgments in their own voice, sometimes citing sources that do not support the claim, sometimes describing work that does not exist, and often without a clear author a reader can question."
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   "url": "https://arxiv.org/pdf/2602.00006",
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   "launch_year_evidence": [
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    "Embeddings were generated\nfor each of the 1,247 AI-enabled devices listed by the\nFDA as of July 10th, 2025 (Figure 1)."
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   "status_evidence": [
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  {
   "url": "https://www.pcmag.com/picks/the-best-ai-search-engines",
   "title": "The Best AI Search Engines for 2026",
   "published_at": "2026-06-24T21:16:49",
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   "url": "https://www.pcmag.com/picks/the-best-ai-search-engines",
   "title": "The Best AI Search Engines for 2026",
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  {
   "url": "https://www.pcmag.com/picks/the-best-ai-search-engines",
   "title": "The Best AI Search Engines for 2026",
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   "url": "https://www.pcmag.com/picks/the-best-ai-search-engines",
   "title": "The Best AI Search Engines for 2026",
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    "If you're weary of AI services because of privacy concerns, DuckDuckGo's privacy protections extend to its AI features, including Search Assist (which generates answers to search queries)."
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   "url": "https://www.pcmag.com/picks/the-best-ai-search-engines",
   "title": "The Best AI Search Engines for 2026",
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   "url": "https://www.pcmag.com/picks/the-best-ai-search-engines",
   "title": "The Best AI Search Engines for 2026",
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  {
   "url": "https://totalauthority.com/ai-search-updates",
   "title": "AI Search Algorithm and Platform Change Tracker",
   "published_at": "2026-07-13T21:40:00",
   "engine": "ChatGPT search",
   "launch_year": "2024",
   "status": "active",
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   "engine_evidence": [
    "A sourced tracker of material AI search platform changes affecting publisher eligibility, citations, measurement and user discovery.",
    "### 31 October 2024 \u2014 OpenAI launches ChatGPT search",
    "OpenAI introduced ChatGPT search with timely answers and links to web sources."
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   "launch_year_evidence": [
    "A sourced tracker of material AI search platform changes affecting publisher eligibility, citations, measurement and user discovery.",
    "### 31 October 2024 \u2014 OpenAI launches ChatGPT search",
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   "status_evidence": [
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  {
   "url": "https://totalauthority.com/ai-search-updates",
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    "A sourced tracker of material AI search platform changes affecting publisher eligibility, citations, measurement and user discovery.",
    "### 5 March 2025 \u2014 Google introduces AI Mode in Labs",
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   "url": "https://totalauthority.com/ai-search-updates",
   "title": "AI Search Algorithm and Platform Change Tracker",
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    "### 20 March and 27 May 2025 \u2014 Claude web search launches and expands globally",
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   ],
   "launch_year_evidence": [
    "A sourced tracker of material AI search platform changes affecting publisher eligibility, citations, measurement and user discovery.",
    "### 20 March and 27 May 2025 \u2014 Claude web search launches and expands globally",
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   ],
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  {
   "url": "https://wyow.marketminute.com/article/marketersmedia-2026-8-23-iask-ai-launches-new-education-based-hub-to-help-students-learn-with-artificial-intelligence",
   "title": "iAsk AI Launches New Education-Based Hub to Help Students Learn with Artificial Intelligence",
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   "engine": "iAsk AI",
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    "About iAsk AI"
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  {
   "url": "https://mashable.com/article/duckduckgo-ai-chatgpt-assistant",
   "title": "DuckDuckGo is the latest search engine to launch an AI assistant",
   "published_at": "2023-03-08T14:19:48",
   "engine": "DuckAssist",
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   "category": null,
   "engine_evidence": [
    "# DuckDuckGo is the latest search engine to launch an AI assistant",
    "Called DuckAssist, the new [feature](https://spreadprivacy.com/duckassist-launch/) uses generative AI, developed in partnership with ChatGPT creator OpenAI and AI research company Anthropic, to answer users' queries in a more conversational way."
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  {
   "url": "https://toolchase.com/tool/neeva-ai",
   "title": "Neeva AI (now part of Snowflake) Review 2026 | ToolChase",
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   "launch_year": "2020",
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   ],
   "launch_year_evidence": [
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   ],
   "status_evidence": [
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   "url": "https://nesyona.com/articles/best-ai-search-engines",
   "title": "Best AI Search Engines: Perplexity vs Google AI (2026)",
   "published_at": "2026-05-21T05:27:45",
   "engine": "Perplexity AI",
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   "title": "Best AI Search Engines: Perplexity vs Google AI (2026)",
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   "engine": "ChatGPT Search",
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   "url": "https://nesyona.com/articles/best-ai-search-engines",
   "title": "Best AI Search Engines: Perplexity vs Google AI (2026)",
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  {
   "url": "https://davidpblross.substack.com/p/ai-search-tools-in-the-classroom",
   "title": "AI Search Tools in the Classroom: Comet, Gemini, and ChatGPT for Busy Teachers",
   "published_at": "2025-08-12T15:05:51",
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    "### 2. DuckDuckGo Optional AI",
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    "### 3. Brave Search AI optional",
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    "### 7. Kagi AI-Integrated Paid",
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    "### 8. Ecosia AI Added",
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    "# The best AI search engine in 2026? I tested 6 of them",
    "### 1. Microsoft Copilot",
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    "In the next section, I\u2019ll explore 6 leading AI-powered search platforms, sharing expert insights, industry research, and firsthand experiences to provide a well-rounded comparison.",
    "# The best AI search engine in 2026? I tested 6 of them",
    "### 1. Microsoft Copilot"
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   "title": "The best AI search engine in 2026? I tested 6 of them",
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    "### 2. Gemini",
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    "# The best AI search engine in 2026? I tested 6 of them",
    "### 2. Gemini",
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    "# The best AI search engine in 2026? I tested 6 of them",
    "### 2. Gemini"
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   "title": "The best AI search engine in 2026? I tested 6 of them",
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    "### 3. You.com",
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    "# The best AI search engine in 2026? I tested 6 of them",
    "### 3. You.com",
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    "# The best AI search engine in 2026? I tested 6 of them",
    "### 3. You.com"
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   "title": "The best AI search engine in 2026? I tested 6 of them",
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    "### 4. ChatGPT",
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    "# The best AI search engine in 2026? I tested 6 of them",
    "### 4. ChatGPT",
    "Developed by OpenAI, [ChatGPT](https://chatgpt.com/) represents a leap toward intelligent search tools that behave like conversation partners."
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    "# The best AI search engine in 2026? I tested 6 of them",
    "### 4. ChatGPT"
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   "title": "The best AI search engine in 2026? I tested 6 of them",
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   "engine": "Perplexity AI",
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    "### 5. Perplexity AI",
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    "# The best AI search engine in 2026? I tested 6 of them",
    "### 5. Perplexity AI",
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    "# The best AI search engine in 2026? I tested 6 of them",
    "### 5. Perplexity AI"
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   "title": "The best AI search engine in 2026? I tested 6 of them",
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   "engine": "Brave Search",
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   "engine_evidence": [
    "### 6. Brave Search",
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    "# The best AI search engine in 2026? I tested 6 of them",
    "### 6. Brave Search",
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    "# The best AI search engine in 2026? I tested 6 of them",
    "### 6. Brave Search"
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   "title": "12 Best AI Search Engine Tools in 2026 (Tested & Ranked)",
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    "| Tool | Best for | Type | Pricing |",
    "| Perplexity | Best overall AI answer engine | General | Free / paid |",
    "### 1. Perplexity, best overall AI answer engine"
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   "url": "https://insideaimedia.com/blogs/best-ai-search-engine-tools",
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    "For most people, **Perplexity** is the best overall AI answer engine, with **ChatGPT Search** strong for conversational follow-ups and **Google\u2019s AI Mode** and **Microsoft Copilot** best if you live in those ecosystems.",
    "| Tool | Best for | Type | Pricing |",
    "| ChatGPT Search | Conversational search | General | Free / paid |",
    "### 2. ChatGPT Search, best for conversational search"
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    "12 Best AI Search Engine Tools in 2026 (Tested & Ranked)",
    "For most people, **Perplexity** is the best overall AI answer engine, with **ChatGPT Search** strong for conversational follow-ups and **Google\u2019s AI Mode** and **Microsoft Copilot** best if you live in those ecosystems.",
    "| Tool | Best for | Type | Pricing |",
    "| Google AI Mode | Mainstream, integrated search | General | Free |",
    "### 3. Google AI Mode, best mainstream integrated search"
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  },
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   "title": "12 Best AI Search Engine Tools in 2026 (Tested & Ranked)",
   "published_at": "2026-06-24T09:02:45",
   "engine": "Microsoft Copilot",
   "launch_year": null,
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   "category": null,
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    "12 Best AI Search Engine Tools in 2026 (Tested & Ranked)",
    "For most people, **Perplexity** is the best overall AI answer engine, with **ChatGPT Search** strong for conversational follow-ups and **Google\u2019s AI Mode** and **Microsoft Copilot** best if you live in those ecosystems.",
    "| Tool | Best for | Type | Pricing |",
    "| Microsoft Copilot | Microsoft and Bing integration | General | Free / paid |",
    "### 4. Microsoft Copilot, best Microsoft and Bing integration"
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   "url": "https://insideaimedia.com/blogs/best-ai-search-engine-tools",
   "title": "12 Best AI Search Engine Tools in 2026 (Tested & Ranked)",
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   "engine_evidence": [
    "12 Best AI Search Engine Tools in 2026 (Tested & Ranked)",
    "| Tool | Best for | Type | Pricing |",
    "| You.com | Customizable, multi-model search | General | Free / paid |",
    "### 5. You.com, best customizable, multi-model search"
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   "category_evidence": null
  },
  {
   "url": "https://insideaimedia.com/blogs/best-ai-search-engine-tools",
   "title": "12 Best AI Search Engine Tools in 2026 (Tested & Ranked)",
   "published_at": "2026-06-24T09:02:45",
   "engine": "Brave Search",
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   "engine_evidence": [
    "12 Best AI Search Engine Tools in 2026 (Tested & Ranked)",
    "For privacy, **Brave Search** and **Andi** lead, and for specialized work, **Phind** (developers), **Consensus** (research), and **Exa** (builders) stand out.",
    "| Tool | Best for | Type | Pricing |",
    "| Brave Search | Private, independent index | Privacy | Free / paid |",
    "### 6. Brave Search, best private, independent search"
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   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://insideaimedia.com/blogs/best-ai-search-engine-tools",
   "title": "12 Best AI Search Engine Tools in 2026 (Tested & Ranked)",
   "published_at": "2026-06-24T09:02:45",
   "engine": "Andi",
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   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "12 Best AI Search Engine Tools in 2026 (Tested & Ranked)",
    "For privacy, **Brave Search** and **Andi** lead, and for specialized work, **Phind** (developers), **Consensus** (research), and **Exa** (builders) stand out.",
    "| Tool | Best for | Type | Pricing |",
    "| Andi | Ad-free, friendly answers | Privacy | Free |",
    "### 7. Andi, best ad-free, friendly answers"
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   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://insideaimedia.com/blogs/best-ai-search-engine-tools",
   "title": "12 Best AI Search Engine Tools in 2026 (Tested & Ranked)",
   "published_at": "2026-06-24T09:02:45",
   "engine": "Komo",
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   "status": null,
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   "category": null,
   "engine_evidence": [
    "12 Best AI Search Engine Tools in 2026 (Tested & Ranked)",
    "| Tool | Best for | Type | Pricing |",
    "| Komo | Fast, distraction-free search | Privacy | Free / paid |",
    "### 8. Komo, best fast, distraction-free search"
   ],
   "launch_year_evidence": null,
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  },
  {
   "url": "https://insideaimedia.com/blogs/best-ai-search-engine-tools",
   "title": "12 Best AI Search Engine Tools in 2026 (Tested & Ranked)",
   "published_at": "2026-06-24T09:02:45",
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   "launch_year": null,
   "status": null,
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   "category": null,
   "engine_evidence": [
    "12 Best AI Search Engine Tools in 2026 (Tested & Ranked)",
    "For privacy, **Brave Search** and **Andi** lead, and for specialized work, **Phind** (developers), **Consensus** (research), and **Exa** (builders) stand out.",
    "| Tool | Best for | Type | Pricing |",
    "| Phind | Developer and technical search | Specialized | Free / paid |",
    "### 9. Phind, best for developer and technical search"
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://insideaimedia.com/blogs/best-ai-search-engine-tools",
   "title": "12 Best AI Search Engine Tools in 2026 (Tested & Ranked)",
   "published_at": "2026-06-24T09:02:45",
   "engine": "Consensus",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "12 Best AI Search Engine Tools in 2026 (Tested & Ranked)",
    "For privacy, **Brave Search** and **Andi** lead, and for specialized work, **Phind** (developers), **Consensus** (research), and **Exa** (builders) stand out.",
    "| Tool | Best for | Type | Pricing |",
    "| Consensus | Scientific and academic research | Specialized | Free / paid |",
    "### 10. Consensus, best for scientific and academic research"
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://insideaimedia.com/blogs/best-ai-search-engine-tools",
   "title": "12 Best AI Search Engine Tools in 2026 (Tested & Ranked)",
   "published_at": "2026-06-24T09:02:45",
   "engine": "Exa",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "12 Best AI Search Engine Tools in 2026 (Tested & Ranked)",
    "For privacy, **Brave Search** and **Andi** lead, and for specialized work, **Phind** (developers), **Consensus** (research), and **Exa** (builders) stand out.",
    "| Tool | Best for | Type | Pricing |",
    "| Exa | AI search API for builders | Specialized | Free / paid |",
    "### 11. Exa, best AI search API for builders"
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://insideaimedia.com/blogs/best-ai-search-engine-tools",
   "title": "12 Best AI Search Engine Tools in 2026 (Tested & Ranked)",
   "published_at": "2026-06-24T09:02:45",
   "engine": "Genspark",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "12 Best AI Search Engine Tools in 2026 (Tested & Ranked)",
    "| Tool | Best for | Type | Pricing |",
    "| Genspark | Agentic search that builds pages | Specialized | Free / paid |",
    "### 12. Genspark, best agentic search that builds pages"
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://urlshor.com/dOdra",
   "title": "Bing Is Testing the \u2018AI Overviews\u2019 Name \u2014 Is Google\u2019s Language Becoming the Language of AI Search?",
   "published_at": "2026-08-28T08:52:14",
   "engine": "Copilot Search",
   "launch_year": "2025",
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "Bing Is Testing the \u2018AI Overviews\u2019 Name \u2014 Is Google\u2019s Language Becoming the Language of AI Search?",
    "Microsoft is testing a surprisingly familiar label for generative answers in Bing: \u201cAI Overviews.\u201d",
    "According to [Search Engine Roundtable](https://www.seroundtable.com/bing-testing-copilot-search-ai-overviews-41953.html), some Bing users have seen the name appear above an AI-generated answer box that would normally be identified as Copilot Search."
   ],
   "launch_year_evidence": [
    "Bing Is Testing the \u2018AI Overviews\u2019 Name \u2014 Is Google\u2019s Language Becoming the Language of AI Search?",
    "Microsoft's own [documentation still describes the experience as Copilot Search](https://blogs.bing.com/search/April-2025/Introducing-Copilot-Search-in-Bing), a combination of traditional search and generative answers with prominent citations and links to publishers."
   ],
   "status_evidence": [
    "Bing Is Testing the \u2018AI Overviews\u2019 Name \u2014 Is Google\u2019s Language Becoming the Language of AI Search?",
    "Microsoft's own [documentation still describes the experience as Copilot Search](https://blogs.bing.com/search/April-2025/Introducing-Copilot-Search-in-Bing), a combination of traditional search and generative answers with prominent citations and links to publishers."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://urlshor.com/dOdra",
   "title": "Bing Is Testing the \u2018AI Overviews\u2019 Name \u2014 Is Google\u2019s Language Becoming the Language of AI Search?",
   "published_at": "2026-08-28T08:52:14",
   "engine": "AI Overviews",
   "launch_year": "2024",
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "Bing Is Testing the \u2018AI Overviews\u2019 Name \u2014 Is Google\u2019s Language Becoming the Language of AI Search?",
    "Google introduced AI Overviews broadly in 2024 and has since expanded the feature across markets while developing AI Mode as a more conversational search experience."
   ],
   "launch_year_evidence": [
    "Bing Is Testing the \u2018AI Overviews\u2019 Name \u2014 Is Google\u2019s Language Becoming the Language of AI Search?",
    "Google introduced AI Overviews broadly in 2024 and has since expanded the feature across markets while developing AI Mode as a more conversational search experience."
   ],
   "status_evidence": [
    "Bing Is Testing the \u2018AI Overviews\u2019 Name \u2014 Is Google\u2019s Language Becoming the Language of AI Search?",
    "Google introduced AI Overviews broadly in 2024 and has since expanded the feature across markets while developing AI Mode as a more conversational search experience."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://ivpressonline.marketminute.com/article/marketersmedia-2026-8-23-iask-ai-launches-new-education-based-hub-to-help-students-learn-with-artificial-intelligence",
   "title": "iAsk AI Launches New Education-Based Hub to Help Students Learn with Artificial Intelligence",
   "published_at": "2026-08-23T04:14:55",
   "engine": "iAsk AI",
   "launch_year": "2023",
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "iAsk AI is an AI-powered search and learning platform launched in 2023.",
    "-- iAsk AI is launching an expansion of its platform into an education-based AI hub aimed at helping students use artificial intelligence as a means of learning rather than just getting answers."
   ],
   "launch_year_evidence": [
    "Initially launched as an AI search engine in 2023, iAsk AI has seen over 750 million searches since then.",
    "-- iAsk AI is launching an expansion of its platform into an education-based AI hub aimed at helping students use artificial intelligence as a means of learning rather than just getting answers."
   ],
   "status_evidence": [
    "Presently, iAsk offers an AI search engine and [AI homework helper](https://iask.ai/) to assist students and researchers.",
    "-- iAsk AI is launching an expansion of its platform into an education-based AI hub aimed at helping students use artificial intelligence as a means of learning rather than just getting answers."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://elevatex.de/blog/future-of-work/free-ai-chatbots",
   "title": "The 9 Best Free AI Chatbots in 2026 (Tested and Compared)",
   "published_at": "2023-11-17T00:00:00",
   "engine": "Perplexity",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "# The 9 Best Free AI Chatbots in 2026 (Tested and Compared)",
    "## The 9 Best Free AI Chatbots in 2026 at a Glance",
    "| Chatbot | Model on free tier | Free limit | Image input | Image gen | Web search | Best for |",
    "| **Perplexity** | Sonar | 5 Pro searches / day | Yes | No | Always on | Cited research |",
    "## 9. Perplexity",
    "Perplexity is search-first and citation-first."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "# The 9 Best Free AI Chatbots in 2026 (Tested and Compared)",
    "## The 9 Best Free AI Chatbots in 2026 at a Glance",
    "| Chatbot | Model on free tier | Free limit | Image input | Image gen | Web search | Best for |",
    "| **Perplexity** | Sonar | 5 Pro searches / day | Yes | No | Always on | Cited research |",
    "## 9. Perplexity",
    "Perplexity is search-first and citation-first."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://litmustools.com/best-ai/ai-search-engines",
   "title": "Best AI Search Engines (2026): Tested & Ranked \u2013 Litmus",
   "published_at": null,
   "engine": "Perplexity",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "# Best AI Search Engines (2026): We Tested 7",
    "## Compared side by side",
    "Perplexity Our pick"
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "# Best AI Search Engines (2026): We Tested 7",
    "## Compared side by side",
    "Perplexity is our pick for most people who want answers they can verify instead of a confident paragraph with no sources."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://litmustools.com/best-ai/ai-search-engines",
   "title": "Best AI Search Engines (2026): Tested & Ranked \u2013 Litmus",
   "published_at": null,
   "engine": "ChatGPT Search",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "# Best AI Search Engines (2026): We Tested 7",
    "## Compared side by side",
    "ChatGPT Search"
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "# Best AI Search Engines (2026): We Tested 7",
    "## Compared side by side",
    "ChatGPT Search is the answer engine of least resistance: it lives inside the ChatGPT you already use, it reads the live web, and it's free to anyone with a login (or no login at all)."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://litmustools.com/best-ai/ai-search-engines",
   "title": "Best AI Search Engines (2026): Tested & Ranked \u2013 Litmus",
   "published_at": null,
   "engine": "Google AI Mode",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "# Best AI Search Engines (2026): We Tested 7",
    "## Compared side by side",
    "Google AI Mode Best value"
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "# Best AI Search Engines (2026): We Tested 7",
    "## Compared side by side",
    "Google AI Mode is the most integrated answer engine you can use, and it costs nothing \u2014 which is exactly why it scores 78/100 rather than higher."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://litmustools.com/best-ai/ai-search-engines",
   "title": "Best AI Search Engines (2026): Tested & Ranked \u2013 Litmus",
   "published_at": null,
   "engine": "Consensus",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "# Best AI Search Engines (2026): We Tested 7",
    "## Compared side by side",
    "Consensus Editor's choice"
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "# Best AI Search Engines (2026): We Tested 7",
    "## Compared side by side",
    "Consensus is the answer engine to reach for when \"what does the research actually say?\" is the real question."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://litmustools.com/best-ai/ai-search-engines",
   "title": "Best AI Search Engines (2026): Tested & Ranked \u2013 Litmus",
   "published_at": null,
   "engine": "Kagi",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "# Best AI Search Engines (2026): We Tested 7",
    "## Compared side by side",
    "Kagi"
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "# Best AI Search Engines (2026): We Tested 7",
    "## Compared side by side",
    "Kagi is the answer engine for people who have decided that free search costs too much in attention and surveillance."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://litmustools.com/best-ai/ai-search-engines",
   "title": "Best AI Search Engines (2026): Tested & Ranked \u2013 Litmus",
   "published_at": null,
   "engine": "You.com",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "# Best AI Search Engines (2026): We Tested 7",
    "## Compared side by side",
    "You.com"
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "# Best AI Search Engines (2026): We Tested 7",
    "## Compared side by side",
    "You.com is the most customizable answer engine in this cluster \u2014 20+ swappable models, custom agents, and the ARI deep-research mode \u2014 which earns it the power-user slot at 65/100."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://litmustools.com/best-ai/ai-search-engines",
   "title": "Best AI Search Engines (2026): Tested & Ranked \u2013 Litmus",
   "published_at": null,
   "engine": "Phind",
   "launch_year": null,
   "status": "discontinued",
   "region": null,
   "category": null,
   "engine_evidence": [
    "# Best AI Search Engines (2026): We Tested 7",
    "## Compared side by side",
    "Phind Skip it"
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "# Best AI Search Engines (2026): We Tested 7",
    "## Compared side by side",
    "The company shut the service down on 16 January 2026, two weeks after warning users, and wiped saved chat history at the end of that month."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://freedom251.com/microsoft-bing-adding-copilot-search-ahead-of-google-ai-mode-2",
   "title": "Microsoft Bing adding \u2018Copilot Search\u2019 ahead of Google \u2018AI Mode\u2019",
   "published_at": "2026-05-09T23:11:27",
   "engine": "Copilot Search",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "Guide",
    "Microsoft Bing adding \u2018Copilot Search\u2019 ahead of Google \u2018AI Mode\u2019",
    "Both \u201cCopilot Search\u201d (Bing) and \u201cAI Mode\u201d (Google Search) generally aim to combine web search with an AI-generated response\u2014often with follow-up controls or an assistant-like flow."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "Guide",
    "Microsoft Bing adding \u2018Copilot Search\u2019 ahead of Google \u2018AI Mode\u2019",
    "Reports that Microsoft Bing is adding Copilot Search ahead of Google\u2019s AI Mode highlight a fast-moving shift: search is becoming an interactive assistant experience, not just a list of links."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://freedom251.com/microsoft-bing-adding-copilot-search-ahead-of-google-ai-mode-2",
   "title": "Microsoft Bing adding \u2018Copilot Search\u2019 ahead of Google \u2018AI Mode\u2019",
   "published_at": "2026-05-09T23:11:27",
   "engine": "AI Mode",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "Guide",
    "Microsoft Bing adding \u2018Copilot Search\u2019 ahead of Google \u2018AI Mode\u2019",
    "Both \u201cCopilot Search\u201d (Bing) and \u201cAI Mode\u201d (Google Search) generally aim to combine web search with an AI-generated response\u2014often with follow-up controls or an assistant-like flow."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "Guide",
    "Microsoft Bing adding \u2018Copilot Search\u2019 ahead of Google \u2018AI Mode\u2019",
    "Reports that Microsoft Bing is adding Copilot Search ahead of Google\u2019s AI Mode highlight a fast-moving shift: search is becoming an interactive assistant experience, not just a list of links."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://hokai.io/hub/tools/perplexity",
   "title": "Perplexity AI 2026: $1.72B Raised, Free Comet Browser",
   "published_at": null,
   "engine": "Perplexity AI",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": "AI answer engine",
   "engine_evidence": [
    "Perplexity AI is an AI answer engine that searches the live web for every query, not a chatbot: it pairs results with numbered source citations and now drives over $450 million in yearly recurring revenue.",
    "Perplexity AI",
    "Perplexity AI is an AI-powered answer engine built by Perplexity AI, Inc. (founded August 2022), designed to search the live web and return structured, cited answers in seconds."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "Perplexity AI is an AI answer engine that searches the live web for every query, not a chatbot: it pairs results with numbered source citations and now drives over $450 million in yearly recurring revenue.",
    "Perplexity AI",
    "Perplexity AI is an AI-powered answer engine built by Perplexity AI, Inc. (founded August 2022), designed to search the live web and return structured, cited answers in seconds."
   ],
   "region_evidence": null,
   "category_evidence": [
    "Perplexity AI is an AI answer engine that searches the live web for every query, not a chatbot: it pairs results with numbered source citations and now drives over $450 million in yearly recurring revenue.",
    "Perplexity AI",
    "Perplexity AI is an AI-powered answer engine built by Perplexity AI, Inc. (founded August 2022), designed to search the live web and return structured, cited answers in seconds."
   ]
  },
  {
   "url": "https://stackpilot-ten.vercel.app/compare/felo-ai/genspark",
   "title": "Felo AI vs Genspark: Features, Pricing & Verdict",
   "published_at": null,
   "engine": "Felo AI",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": "AI Research",
   "engine_evidence": [
    "# Felo AI vs Genspark",
    "A side-by-side comparison of two ai research tools \u2014 pricing, integrations, and the trade-offs that matter \u2014 so you can pick the right fit fast.",
    "| Feature | Felo AI | Genspark |",
    "### [Felo AI](/tool/felo-ai)"
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": [
    "# Felo AI vs Genspark",
    "A side-by-side comparison of two ai research tools \u2014 pricing, integrations, and the trade-offs that matter \u2014 so you can pick the right fit fast.",
    "| Feature | Felo AI | Genspark |",
    "| Category | AI Research | AI Research |"
   ]
  },
  {
   "url": "https://stackpilot-ten.vercel.app/compare/felo-ai/genspark",
   "title": "Felo AI vs Genspark: Features, Pricing & Verdict",
   "published_at": null,
   "engine": "Genspark",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": "AI Research",
   "engine_evidence": [
    "# Felo AI vs Genspark",
    "A side-by-side comparison of two ai research tools \u2014 pricing, integrations, and the trade-offs that matter \u2014 so you can pick the right fit fast.",
    "| Feature | Felo AI | Genspark |",
    "### [Genspark](/tool/genspark)"
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": [
    "# Felo AI vs Genspark",
    "A side-by-side comparison of two ai research tools \u2014 pricing, integrations, and the trade-offs that matter \u2014 so you can pick the right fit fast.",
    "| Feature | Felo AI | Genspark |",
    "| Category | AI Research | AI Research |"
   ]
  },
  {
   "url": "https://phocuswire.com/news/technology/google-ai-mode-hotel-booking-agentic-flights-loyalty?pk=pcww_email_newsletter_pcww-daily",
   "title": "Hotel booking goes live in Google's AI Mode, flights still waiting",
   "published_at": "2026-08-27T04:00:00",
   "engine": "Search's AI Mode",
   "launch_year": "2024",
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "Google is bringing direct hotel booking, Google Flights' price tracking and the option to view points or miles rates for flights and hotels to Search's AI Mode, moving from a U.S. pilot that began earlier this month to a full launch with partners including Alaska Airlines, American Airlines, Marriott International, Booking.com and Expedia Group.",
    "When Google [previewed agentic travel booking last November](https://www.phocuswire.com/google-agentic-travel-booking-ai), it said the booking flow, payments and other specifics were still being worked out and offered no launch timeline."
   ],
   "launch_year_evidence": [
    "When Google [previewed agentic travel booking last November](https://www.phocuswire.com/google-agentic-travel-booking-ai), it said the booking flow, payments and other specifics were still being worked out and offered no launch timeline.",
    "Most of those answers arrived today."
   ],
   "status_evidence": [
    "Google is bringing direct hotel booking, Google Flights' price tracking and the option to view points or miles rates for flights and hotels to Search's AI Mode, moving from a U.S. pilot that began earlier this month to a full launch with partners including Alaska Airlines, American Airlines, Marriott International, Booking.com and Expedia Group.",
    "When Google [previewed agentic travel booking last November](https://www.phocuswire.com/google-agentic-travel-booking-ai), it said the booking flow, payments and other specifics were still being worked out and offered no launch timeline."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://newsbreak.com/the-national-law-review-329296004/4853222213671-when-an-ai-agent-visits-a-website-who-is-really-doing-the-accessing-the-ninth-circuit-draws-an-early-line-under-the-cfaa",
   "title": "When an AI Agent Visits a Website, Who Is Really Doing the Accessing? The Ninth Circuit Draws an Early Line Under the CFAA - NewsBreak",
   "published_at": "2026-08-27T20:45:56",
   "engine": "Comet",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": "AI-enabled web browser",
   "engine_evidence": [
    "When an AI Agent Visits a Website, Who Is Really Doing the Accessing? The Ninth Circuit Draws an Early Line Under the CFAA",
    "Perplexity AI, Inc. (Perplexity) developed Comet, an AI-enabled web browser that runs locally on a user's computer."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "When an AI Agent Visits a Website, Who Is Really Doing the Accessing? The Ninth Circuit Draws an Early Line Under the CFAA",
    "The court vacated a preliminary injunction that had prohibited Perplexity from using its agentic web-browser technology on Amazon.com and remanded the case for further proceedings."
   ],
   "region_evidence": null,
   "category_evidence": [
    "When an AI Agent Visits a Website, Who Is Really Doing the Accessing? The Ninth Circuit Draws an Early Line Under the CFAA",
    "Perplexity AI, Inc. (Perplexity) developed Comet, an AI-enabled web browser that runs locally on a user's computer."
   ]
  },
  {
   "url": "https://ai-navigate.net/en/original/misc/genspark-felo-search-ai-strong-in-japanese",
   "title": "Genspark / Felo: Search AI Strong in Japanese",
   "published_at": "2026-05-16T11:20:49",
   "engine": "Genspark",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "# Genspark / Felo: Search AI Strong in Japanese",
    "- Genspark/Felo are strong with Japanese queries and sources"
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://ai-navigate.net/en/original/misc/genspark-felo-search-ai-strong-in-japanese",
   "title": "Genspark / Felo: Search AI Strong in Japanese",
   "published_at": "2026-05-16T11:20:49",
   "engine": "Felo",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "# Genspark / Felo: Search AI Strong in Japanese",
    "- Genspark/Felo are strong with Japanese queries and sources"
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://ai-navigate.net/en/original/misc/genspark-felo-search-ai-strong-in-japanese",
   "title": "Genspark / Felo: Search AI Strong in Japanese",
   "published_at": "2026-05-16T11:20:49",
   "engine": "Perplexity",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "# Genspark / Felo: Search AI Strong in Japanese",
    "- Perplexity for overseas, Japanese-specialized for domestic"
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://smallbusinessnewstoday.com/article/923084645-answer-engine-a-new-open-source-tool-for-ai-and-semantic-search-that-cites-its-sources-or-says-i-don-t-know",
   "title": "Answer Engine: A New Open-Source Tool for AI and Semantic Search That Cites Its Sources \u2014 or Says \"I Don't Know\"",
   "published_at": null,
   "engine": "Google's AI Overviews",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "Answer Engine: A New Open-Source Tool for AI and Semantic Search That Cites Its Sources \u2014 or Says \"I Don't Know\"",
    "As AI answer engines like Google's AI Overviews, Perplexity, ChatGPT, Copilot, and Gemini replace the list of links with a single composed answer, a new failure has come with them: these tools can return confident judgments in their own voice, sometimes citing sources that do not support the claim, sometimes describing work that does not exist, and often without a clear author a reader can question."
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://smallbusinessnewstoday.com/article/923084645-answer-engine-a-new-open-source-tool-for-ai-and-semantic-search-that-cites-its-sources-or-says-i-don-t-know",
   "title": "Answer Engine: A New Open-Source Tool for AI and Semantic Search That Cites Its Sources \u2014 or Says \"I Don't Know\"",
   "published_at": null,
   "engine": "Perplexity",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "Answer Engine: A New Open-Source Tool for AI and Semantic Search That Cites Its Sources \u2014 or Says \"I Don't Know\"",
    "As AI answer engines like Google's AI Overviews, Perplexity, ChatGPT, Copilot, and Gemini replace the list of links with a single composed answer, a new failure has come with them: these tools can return confident judgments in their own voice, sometimes citing sources that do not support the claim, sometimes describing work that does not exist, and often without a clear author a reader can question."
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://smallbusinessnewstoday.com/article/923084645-answer-engine-a-new-open-source-tool-for-ai-and-semantic-search-that-cites-its-sources-or-says-i-don-t-know",
   "title": "Answer Engine: A New Open-Source Tool for AI and Semantic Search That Cites Its Sources \u2014 or Says \"I Don't Know\"",
   "published_at": null,
   "engine": "ChatGPT",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "Answer Engine: A New Open-Source Tool for AI and Semantic Search That Cites Its Sources \u2014 or Says \"I Don't Know\"",
    "As AI answer engines like Google's AI Overviews, Perplexity, ChatGPT, Copilot, and Gemini replace the list of links with a single composed answer, a new failure has come with them: these tools can return confident judgments in their own voice, sometimes citing sources that do not support the claim, sometimes describing work that does not exist, and often without a clear author a reader can question."
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://smallbusinessnewstoday.com/article/923084645-answer-engine-a-new-open-source-tool-for-ai-and-semantic-search-that-cites-its-sources-or-says-i-don-t-know",
   "title": "Answer Engine: A New Open-Source Tool for AI and Semantic Search That Cites Its Sources \u2014 or Says \"I Don't Know\"",
   "published_at": null,
   "engine": "Copilot",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "Answer Engine: A New Open-Source Tool for AI and Semantic Search That Cites Its Sources \u2014 or Says \"I Don't Know\"",
    "As AI answer engines like Google's AI Overviews, Perplexity, ChatGPT, Copilot, and Gemini replace the list of links with a single composed answer, a new failure has come with them: these tools can return confident judgments in their own voice, sometimes citing sources that do not support the claim, sometimes describing work that does not exist, and often without a clear author a reader can question."
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://smallbusinessnewstoday.com/article/923084645-answer-engine-a-new-open-source-tool-for-ai-and-semantic-search-that-cites-its-sources-or-says-i-don-t-know",
   "title": "Answer Engine: A New Open-Source Tool for AI and Semantic Search That Cites Its Sources \u2014 or Says \"I Don't Know\"",
   "published_at": null,
   "engine": "Gemini",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "Answer Engine: A New Open-Source Tool for AI and Semantic Search That Cites Its Sources \u2014 or Says \"I Don't Know\"",
    "As AI answer engines like Google's AI Overviews, Perplexity, ChatGPT, Copilot, and Gemini replace the list of links with a single composed answer, a new failure has come with them: these tools can return confident judgments in their own voice, sometimes citing sources that do not support the claim, sometimes describing work that does not exist, and often without a clear author a reader can question."
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://www.searchenginejournal.com/bing-ai-chat-copilot-search-in-google-chrome/492428/",
   "title": "Bing AI Chat And Copilot For Search Available In Google Chrome",
   "published_at": "2023-07-25T18:42:27",
   "engine": "Google Bard",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "Bing AI chat availability could lure Bard and SGE users to Bing.",
    "# Bing AI Chat And Copilot For Search Available In Google Chrome",
    "What the implications could be for Google Bard and Search Generative Experience as Chrome users start adopting Bing AI features is yet to be seen."
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://www.searchenginejournal.com/bing-ai-chat-copilot-search-in-google-chrome/492428/",
   "title": "Bing AI Chat And Copilot For Search Available In Google Chrome",
   "published_at": "2023-07-25T18:42:27",
   "engine": "Search Generative Experience",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "Bing AI chat availability could lure Bard and SGE users to Bing.",
    "# Bing AI Chat And Copilot For Search Available In Google Chrome",
    "What the implications could be for Google Bard and Search Generative Experience as Chrome users start adopting Bing AI features is yet to be seen."
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://ai-search.ai/",
   "title": "Ai Search Inc. Official company website",
   "published_at": null,
   "engine": "iAsk AI",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "# AI SEARCH INC.",
    "## [iAsk Ai](https://iask.ai/) - Free **Ask Ai** Search Engine",
    "**Introduction to iAsk AI:** iAsk.ai (Ask Ai) is an innovative, free AI-powered search engine that revolutionizes the way users access information online."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "# AI SEARCH INC.",
    "## [iAsk Ai](https://iask.ai/) - Free **Ask Ai** Search Engine",
    "**Introduction to iAsk AI:** iAsk.ai (Ask Ai) is an innovative, free AI-powered search engine that revolutionizes the way users access information online."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://blog.ppb1701.com/the-escape-that-wasnt",
   "title": "The Escape That Wasn't - ByteHaven - Where I ramble about bytes",
   "published_at": "2026-05-27T00:33:00",
   "engine": "DuckDuckGo",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "[DuckDuckGo's U.S. app installs spiked 30% in the week following Google I/O](https://techcrunch.com/2026/05/26/duckduckgo-installs-are-up-30-as-users-reject-being-force-fed-googles-ai-search/), sustained across six consecutive days, holding through Memorial Day weekend when DDG normally sees traffic drop.",
    "A few days after [I wrote about Google replacing Search with Gemini wearing Search's clothes](https://blog.ppb1701.com/every-road-leads-to-google), the numbers started coming in."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "[DuckDuckGo's U.S. app installs spiked 30% in the week following Google I/O](https://techcrunch.com/2026/05/26/duckduckgo-installs-are-up-30-as-users-reject-being-force-fed-googles-ai-search/), sustained across six consecutive days, holding through Memorial Day weekend when DDG normally sees traffic drop.",
    "A few days after [I wrote about Google replacing Search with Gemini wearing Search's clothes](https://blog.ppb1701.com/every-road-leads-to-google), the numbers started coming in."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://blog.ppb1701.com/the-escape-that-wasnt",
   "title": "The Escape That Wasn't - ByteHaven - Where I ramble about bytes",
   "published_at": "2026-05-27T00:33:00",
   "engine": "Brave Search",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "Brave Search has it.",
    "A few days after [I wrote about Google replacing Search with Gemini wearing Search's clothes](https://blog.ppb1701.com/every-road-leads-to-google), the numbers started coming in."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "Brave Search has it.",
    "A few days after [I wrote about Google replacing Search with Gemini wearing Search's clothes](https://blog.ppb1701.com/every-road-leads-to-google), the numbers started coming in."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://blog.ppb1701.com/the-escape-that-wasnt",
   "title": "The Escape That Wasn't - ByteHaven - Where I ramble about bytes",
   "published_at": "2026-05-27T00:33:00",
   "engine": "Kagi",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "My primary search is [Kagi](https://kagi.com/) \u2014 paid, private, no ads, AI that only shows up when you deliberately invoke it (and can be turned off entirely), results that are actually good \u2014 with a self-hosted [SearXNG](https://blog.ppb1701.com/searxng-linkwarden-and-the-rss-reality-check-part-10-of-building-a-resilient-home-server-series) instance as fallback.",
    "A few days after [I wrote about Google replacing Search with Gemini wearing Search's clothes](https://blog.ppb1701.com/every-road-leads-to-google), the numbers started coming in."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "My primary search is [Kagi](https://kagi.com/) \u2014 paid, private, no ads, AI that only shows up when you deliberately invoke it (and can be turned off entirely), results that are actually good \u2014 with a self-hosted [SearXNG](https://blog.ppb1701.com/searxng-linkwarden-and-the-rss-reality-check-part-10-of-building-a-resilient-home-server-series) instance as fallback.",
    "A few days after [I wrote about Google replacing Search with Gemini wearing Search's clothes](https://blog.ppb1701.com/every-road-leads-to-google), the numbers started coming in."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://blog.ppb1701.com/the-escape-that-wasnt",
   "title": "The Escape That Wasn't - ByteHaven - Where I ramble about bytes",
   "published_at": "2026-05-27T00:33:00",
   "engine": "SearXNG",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "My primary search is [Kagi](https://kagi.com/) \u2014 paid, private, no ads, AI that only shows up when you deliberately invoke it (and can be turned off entirely), results that are actually good \u2014 with a self-hosted [SearXNG](https://blog.ppb1701.com/searxng-linkwarden-and-the-rss-reality-check-part-10-of-building-a-resilient-home-server-series) instance as fallback.",
    "A few days after [I wrote about Google replacing Search with Gemini wearing Search's clothes](https://blog.ppb1701.com/every-road-leads-to-google), the numbers started coming in."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "My primary search is [Kagi](https://kagi.com/) \u2014 paid, private, no ads, AI that only shows up when you deliberately invoke it (and can be turned off entirely), results that are actually good \u2014 with a self-hosted [SearXNG](https://blog.ppb1701.com/searxng-linkwarden-and-the-rss-reality-check-part-10-of-building-a-resilient-home-server-series) instance as fallback.",
    "A few days after [I wrote about Google replacing Search with Gemini wearing Search's clothes](https://blog.ppb1701.com/every-road-leads-to-google), the numbers started coming in."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://perishablenews.com/produce/avocados-from-mexico-launches-avo-ai-a-new-answer-engine-built-for-the-way-consumers-search-today",
   "title": "Avocados From Mexico Launches Avo.AI, a New Answer Engine Built for the Way Consumers Search Today",
   "published_at": "2026-08-19T13:26:46",
   "engine": "AVO.AI",
   "launch_year": "2026",
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "# Avocados From Mexico Launches Avo.AI, a New Answer Engine Built for the Way Consumers Search Today",
    "DALLAS \u2014 Avocados From Mexico\u00ae, the number one selling avocado brand in the U.S., has launched AVO.AI, a custom AI-powered answer engine designed to transform how consumers find reliable answers to avocado-related kitchen, storage, nutrition and recipe questions."
   ],
   "launch_year_evidence": [
    "# Avocados From Mexico Launches Avo.AI, a New Answer Engine Built for the Way Consumers Search Today",
    "August 19, 2026 | 4 min to read",
    "DALLAS \u2014 Avocados From Mexico\u00ae, the number one selling avocado brand in the U.S., has launched AVO.AI, a custom AI-powered answer engine designed to transform how consumers find reliable answers to avocado-related kitchen, storage, nutrition and recipe questions."
   ],
   "status_evidence": [
    "# Avocados From Mexico Launches Avo.AI, a New Answer Engine Built for the Way Consumers Search Today",
    "AVO.AI is now live, representing the first phase of a broader digital evolution for Avocados From Mexico."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://en.wikipedia.org/wiki/2025_in_artificial_intelligence",
   "title": "2025 in artificial intelligence",
   "published_at": "2026-08-24T18:32:52",
   "engine": "ChatGPT Deep Research",
   "launch_year": "2025",
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "The following is a list of events of the year 2025 in artificial intelligence.",
    "### February",
    "- 2 February \u2013 OpenAI releases ChatGPT Deep Research, an AI agent research system that browses the web autonomously."
   ],
   "launch_year_evidence": [
    "The following is a list of events of the year 2025 in artificial intelligence.",
    "### February",
    "- 2 February \u2013 OpenAI releases ChatGPT Deep Research, an AI agent research system that browses the web autonomously."
   ],
   "status_evidence": [
    "The following is a list of events of the year 2025 in artificial intelligence.",
    "### February",
    "- 2 February \u2013 OpenAI releases ChatGPT Deep Research, an AI agent research system that browses the web autonomously."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://en.wikipedia.org/wiki/2025_in_artificial_intelligence",
   "title": "2025 in artificial intelligence",
   "published_at": "2026-08-24T18:32:52",
   "engine": "DeepSearch",
   "launch_year": "2025",
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "The following is a list of events of the year 2025 in artificial intelligence.",
    "### February",
    "- 17 February \u2013 xAI releases Grok 3, its new flagship model family, including reasoning models Grok 3 and Grok 3 mini. xAI also introduces DeepSearch, an agent that searches the internet and X to research questions and produce reports."
   ],
   "launch_year_evidence": [
    "The following is a list of events of the year 2025 in artificial intelligence.",
    "### February",
    "- 17 February \u2013 xAI releases Grok 3, its new flagship model family, including reasoning models Grok 3 and Grok 3 mini. xAI also introduces DeepSearch, an agent that searches the internet and X to research questions and produce reports."
   ],
   "status_evidence": [
    "The following is a list of events of the year 2025 in artificial intelligence.",
    "### February",
    "- 17 February \u2013 xAI releases Grok 3, its new flagship model family, including reasoning models Grok 3 and Grok 3 mini. xAI also introduces DeepSearch, an agent that searches the internet and X to research questions and produce reports."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://aipedia.wiki/categories/ai-search",
   "title": "Best AI Search and Research Tools (May 2026)",
   "published_at": null,
   "engine": "Perplexity",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "AI Search & Research Tools",
    "Updated May 13, 2026: compare Perplexity, ChatGPT Search, Google AI Mode, NotebookLM, Kagi, Exa, You.com, and Grok by citations, privacy, documents, APIs, and buyer fit.",
    "**Perplexity**AI search engine with cited answers, a Pro-tier model switcher across GPT, Claude, Gemini, and more, Deep Research exports, Perplexity Computer, and the Comet browser."
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://aipedia.wiki/categories/ai-search",
   "title": "Best AI Search and Research Tools (May 2026)",
   "published_at": null,
   "engine": "Morphic",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "AI Search & Research Tools",
    "**Morphic**Open-source AI answer engine with generative UI. Self-hostable, Apache 2.0, multi-provider across OpenAI, Anthropic, Google, Ollama, and the Vercel AI Gateway. v1.3.0 (April 10, 2026)."
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://aipedia.wiki/categories/ai-search",
   "title": "Best AI Search and Research Tools (May 2026)",
   "published_at": null,
   "engine": "Kagi",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "AI Search & Research Tools",
    "Updated May 13, 2026: compare Perplexity, ChatGPT Search, Google AI Mode, NotebookLM, Kagi, Exa, You.com, and Grok by citations, privacy, documents, APIs, and buyer fit.",
    "**Kagi**Paid, ad-free search engine with user-controlled ranking and the Kagi Assistant AI layer on the Ultimate tier."
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://aipedia.wiki/categories/ai-search",
   "title": "Best AI Search and Research Tools (May 2026)",
   "published_at": null,
   "engine": "You.com",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "AI Search & Research Tools",
    "Updated May 13, 2026: compare Perplexity, ChatGPT Search, Google AI Mode, NotebookLM, Kagi, Exa, You.com, and Grok by citations, privacy, documents, APIs, and buyer fit.",
    "**You.com**AI search company that completed its pivot to a developer-API platform. Sells Search, Contents, and Research APIs (with ARI inside Research) for grounding agents and LLMs. Consumer plans are no longer published."
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://aipedia.wiki/categories/ai-search",
   "title": "Best AI Search and Research Tools (May 2026)",
   "published_at": null,
   "engine": "ChatGPT Search",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "AI Search & Research Tools",
    "Updated May 13, 2026: compare Perplexity, ChatGPT Search, Google AI Mode, NotebookLM, Kagi, Exa, You.com, and Grok by citations, privacy, documents, APIs, and buyer fit.",
    "**Best Perplexity alternative:**[ChatGPT Search](/tools/chatgpt/) for people who want research to continue into drafting, analysis, code, files, and multimodal work."
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://aipedia.wiki/categories/ai-search",
   "title": "Best AI Search and Research Tools (May 2026)",
   "published_at": null,
   "engine": "Google AI Mode",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "AI Search & Research Tools",
    "Updated May 13, 2026: compare Perplexity, ChatGPT Search, Google AI Mode, NotebookLM, Kagi, Exa, You.com, and Grok by citations, privacy, documents, APIs, and buyer fit.",
    "A new `Perplexity vs Google AI Mode` answer page would capture search behavior changes caused by Google\u2019s AI Overviews and AI Mode."
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://phocuswire.com/news/technology/google-ai-mode-hotel-booking-agentic-flights-loyalty",
   "title": "Hotel booking goes live in Google's AI Mode, flights still waiting",
   "published_at": "2026-08-27T04:00:00",
   "engine": "Search's AI Mode",
   "launch_year": "2025",
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "Google is bringing direct hotel booking, Google Flights' price tracking and the option to view points or miles rates for flights and hotels to Search's AI Mode, moving from a U.S. pilot that began earlier this month to a full launch with partners including Alaska Airlines, American Airlines, Marriott International, Booking.com and Expedia Group.",
    "When Google [previewed agentic travel booking last November](https://www.phocuswire.com/google-agentic-travel-booking-ai), it said the booking flow, payments and other specifics were still being worked out and offered no launch timeline.",
    "Most of those answers arrived today."
   ],
   "launch_year_evidence": [
    "When Google [previewed agentic travel booking last November](https://www.phocuswire.com/google-agentic-travel-booking-ai), it said the booking flow, payments and other specifics were still being worked out and offered no launch timeline.",
    "Most of those answers arrived today."
   ],
   "status_evidence": [
    "Google is bringing direct hotel booking, Google Flights' price tracking and the option to view points or miles rates for flights and hotels to Search's AI Mode, moving from a U.S. pilot that began earlier this month to a full launch with partners including Alaska Airlines, American Airlines, Marriott International, Booking.com and Expedia Group.",
    "When Google [previewed agentic travel booking last November](https://www.phocuswire.com/google-agentic-travel-booking-ai), it said the booking flow, payments and other specifics were still being worked out and offered no launch timeline.",
    "Most of those answers arrived today."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://waow.marketminute.com/article/marketersmedia-2026-8-23-iask-ai-launches-new-education-based-hub-to-help-students-learn-with-artificial-intelligence",
   "title": "iAsk AI Launches New Education-Based Hub to Help Students Learn with Artificial Intelligence",
   "published_at": "2026-08-23T04:14:55",
   "engine": "iAsk AI",
   "launch_year": "2023",
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "iAsk AI is launching an expansion of its platform into an education-based AI hub aimed at helping students use artificial intelligence as a means of learning rather than just getting answers.",
    "iAsk AI is an AI-powered search and learning platform launched in 2023."
   ],
   "launch_year_evidence": [
    "Initially launched as an AI search engine in 2023, iAsk AI has seen over 750 million searches since then.",
    "iAsk AI is an AI-powered search and learning platform launched in 2023."
   ],
   "status_evidence": [
    "Presently, iAsk offers an AI search engine and [AI homework helper](https://iask.ai/) to assist students and researchers.",
    "iAsk AI is an AI-powered search and learning platform launched in 2023."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://theeuropesun.com/article/923084645-answer-engine-a-new-open-source-tool-for-ai-and-semantic-search-that-cites-its-sources-or-says-i-don-t-know",
   "title": "Answer Engine: A New Open-Source Tool for AI and Semantic Search That Cites Its Sources \u2014 or Says \"I Don't Know\"",
   "published_at": null,
   "engine": "AI Overviews",
   "launch_year": null,
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   "region": null,
   "category": null,
   "engine_evidence": [
    "Answer Engine: A New Open-Source Tool for AI and Semantic Search That Cites Its Sources \u2014 or Says \"I Don't Know\"",
    "As AI answer engines like Google's AI Overviews, Perplexity, ChatGPT, Copilot, and Gemini replace the list of links with a single composed answer, a new failure has come with them: these tools can return confident judgments in their own voice, sometimes citing sources that do not support the claim, sometimes describing work that does not exist, and often without a clear author a reader can question."
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
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  {
   "url": "https://theeuropesun.com/article/923084645-answer-engine-a-new-open-source-tool-for-ai-and-semantic-search-that-cites-its-sources-or-says-i-don-t-know",
   "title": "Answer Engine: A New Open-Source Tool for AI and Semantic Search That Cites Its Sources \u2014 or Says \"I Don't Know\"",
   "published_at": null,
   "engine": "Perplexity",
   "launch_year": null,
   "status": null,
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   "category": null,
   "engine_evidence": [
    "Answer Engine: A New Open-Source Tool for AI and Semantic Search That Cites Its Sources \u2014 or Says \"I Don't Know\"",
    "As AI answer engines like Google's AI Overviews, Perplexity, ChatGPT, Copilot, and Gemini replace the list of links with a single composed answer, a new failure has come with them: these tools can return confident judgments in their own voice, sometimes citing sources that do not support the claim, sometimes describing work that does not exist, and often without a clear author a reader can question."
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
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  {
   "url": "https://theeuropesun.com/article/923084645-answer-engine-a-new-open-source-tool-for-ai-and-semantic-search-that-cites-its-sources-or-says-i-don-t-know",
   "title": "Answer Engine: A New Open-Source Tool for AI and Semantic Search That Cites Its Sources \u2014 or Says \"I Don't Know\"",
   "published_at": null,
   "engine": "ChatGPT",
   "launch_year": null,
   "status": null,
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   "category": null,
   "engine_evidence": [
    "Answer Engine: A New Open-Source Tool for AI and Semantic Search That Cites Its Sources \u2014 or Says \"I Don't Know\"",
    "As AI answer engines like Google's AI Overviews, Perplexity, ChatGPT, Copilot, and Gemini replace the list of links with a single composed answer, a new failure has come with them: these tools can return confident judgments in their own voice, sometimes citing sources that do not support the claim, sometimes describing work that does not exist, and often without a clear author a reader can question."
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
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  {
   "url": "https://theeuropesun.com/article/923084645-answer-engine-a-new-open-source-tool-for-ai-and-semantic-search-that-cites-its-sources-or-says-i-don-t-know",
   "title": "Answer Engine: A New Open-Source Tool for AI and Semantic Search That Cites Its Sources \u2014 or Says \"I Don't Know\"",
   "published_at": null,
   "engine": "Copilot",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "Answer Engine: A New Open-Source Tool for AI and Semantic Search That Cites Its Sources \u2014 or Says \"I Don't Know\"",
    "As AI answer engines like Google's AI Overviews, Perplexity, ChatGPT, Copilot, and Gemini replace the list of links with a single composed answer, a new failure has come with them: these tools can return confident judgments in their own voice, sometimes citing sources that do not support the claim, sometimes describing work that does not exist, and often without a clear author a reader can question."
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
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   "url": "https://theeuropesun.com/article/923084645-answer-engine-a-new-open-source-tool-for-ai-and-semantic-search-that-cites-its-sources-or-says-i-don-t-know",
   "title": "Answer Engine: A New Open-Source Tool for AI and Semantic Search That Cites Its Sources \u2014 or Says \"I Don't Know\"",
   "published_at": null,
   "engine": "Gemini",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "Answer Engine: A New Open-Source Tool for AI and Semantic Search That Cites Its Sources \u2014 or Says \"I Don't Know\"",
    "As AI answer engines like Google's AI Overviews, Perplexity, ChatGPT, Copilot, and Gemini replace the list of links with a single composed answer, a new failure has come with them: these tools can return confident judgments in their own voice, sometimes citing sources that do not support the claim, sometimes describing work that does not exist, and often without a clear author a reader can question."
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://getjarvis.eu/alternatives/arc-search-alternative",
   "title": "Best Arc Search Alternative in 2026 | Jarvis",
   "published_at": "2026-08-08T00:00:00",
   "engine": "Perplexity",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": "answer engine",
   "engine_evidence": [
    "Alternatives \u00b7 Arc Search alternatives \u00b7 Last updated July 28, 2026",
    "# Best Arc Search alternative in 2026",
    "4. Perplexity \u2014 AI answer engine that returns cited, up-to-date web results, with a dedicated Comet browser for in-browser research."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "Alternatives \u00b7 Arc Search alternatives \u00b7 Last updated July 28, 2026",
    "# Best Arc Search alternative in 2026",
    "4. Perplexity \u2014 AI answer engine that returns cited, up-to-date web results, with a dedicated Comet browser for in-browser research."
   ],
   "region_evidence": null,
   "category_evidence": [
    "Alternatives \u00b7 Arc Search alternatives \u00b7 Last updated July 28, 2026",
    "# Best Arc Search alternative in 2026",
    "4. Perplexity \u2014 AI answer engine that returns cited, up-to-date web results, with a dedicated Comet browser for in-browser research."
   ]
  },
  {
   "url": "https://techfundingnews.com/nvidia-reportedly-eyes-perplexity-at-a-30b-valuation-as-ai-search-becomes-an-agent-business",
   "title": "Nvidia reportedly eyes Perplexity at a $30B+ valuation as AI search becomes an agent business",
   "published_at": "2026-08-24T09:36:28",
   "engine": "Perplexity",
   "launch_year": "2022",
   "status": "active",
   "region": null,
   "category": "AI search",
   "engine_evidence": [
    "# Nvidia reportedly eyes Perplexity at a $30B+ valuation as AI search becomes an agent business",
    "Nvidia is reportedly discussing an investment in [Perplexity](https://www.perplexity.ai/) as part of an equity funding round that would value the AI search startup at more than $30 billion, [The Information](https://www.theinformation.com/articles/nvidia-discusses-perplexity-investment-30-billion-plus-valuation-considered-tech-licensing-deal) reported, citing people with knowledge of the discussion."
   ],
   "launch_year_evidence": [
    "# Nvidia reportedly eyes Perplexity at a $30B+ valuation as AI search becomes an agent business",
    "Founded in August 2022 by [Aravind Srinivas](https://www.linkedin.com/in/aravind-srinivas-16051987), [Denis Yarats](https://www.linkedin.com/in/denisyarats), [Johnny Ho](https://www.linkedin.com/in/hjohnny), and [Andy Konwinski](https://www.linkedin.com/in/andykon), Perplexity raised $73.6 million at a $520 million valuation in January 2024, then $63 million at $1.04 billion in March 2024 to hit unicorn status."
   ],
   "status_evidence": [
    "# Nvidia reportedly eyes Perplexity at a $30B+ valuation as AI search becomes an agent business",
    "Nvidia is reportedly discussing an investment in [Perplexity](https://www.perplexity.ai/) as part of an equity funding round that would value the AI search startup at more than $30 billion, [The Information](https://www.theinformation.com/articles/nvidia-discusses-perplexity-investment-30-billion-plus-valuation-considered-tech-licensing-deal) reported, citing people with knowledge of the discussion."
   ],
   "region_evidence": null,
   "category_evidence": [
    "# Nvidia reportedly eyes Perplexity at a $30B+ valuation as AI search becomes an agent business",
    "Nvidia is reportedly discussing an investment in [Perplexity](https://www.perplexity.ai/) as part of an equity funding round that would value the AI search startup at more than $30 billion, [The Information](https://www.theinformation.com/articles/nvidia-discusses-perplexity-investment-30-billion-plus-valuation-considered-tech-licensing-deal) reported, citing people with knowledge of the discussion."
   ]
  },
  {
   "url": "https://techfundingnews.com/nvidia-reportedly-eyes-perplexity-at-a-30b-valuation-as-ai-search-becomes-an-agent-business",
   "title": "Nvidia reportedly eyes Perplexity at a $30B+ valuation as AI search becomes an agent business",
   "published_at": "2026-08-24T09:36:28",
   "engine": "Exa",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": "search infrastructure purpose-built for AI agents",
   "engine_evidence": [
    "# Nvidia reportedly eyes Perplexity at a $30B+ valuation as AI search becomes an agent business",
    "Exa is building search infrastructure purpose-built for AI agents rather than humans; *TFN* covered its [$85 million Series B at a $700 million valuation](https://techfundingnews.com/san-franciscos-exa-raises-85m-at-700m-valuation-to-build-the-search-engine-for-ai/) in 2025, when Nvidia\u2019s NVentures joined Benchmark, Lightspeed, and Y Combinator, and its [$250 million Series C at a $2.2 billion valuation](https://techfundingnews.com/exa-raised-250m-at-2-2b-the-morning-after-google-killed-the-search-box-is-the-timing-a-coincidence/) in May 2026."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "# Nvidia reportedly eyes Perplexity at a $30B+ valuation as AI search becomes an agent business",
    "Exa is building search infrastructure purpose-built for AI agents rather than humans; *TFN* covered its [$85 million Series B at a $700 million valuation](https://techfundingnews.com/san-franciscos-exa-raises-85m-at-700m-valuation-to-build-the-search-engine-for-ai/) in 2025, when Nvidia\u2019s NVentures joined Benchmark, Lightspeed, and Y Combinator, and its [$250 million Series C at a $2.2 billion valuation](https://techfundingnews.com/exa-raised-250m-at-2-2b-the-morning-after-google-killed-the-search-box-is-the-timing-a-coincidence/) in May 2026."
   ],
   "region_evidence": null,
   "category_evidence": [
    "# Nvidia reportedly eyes Perplexity at a $30B+ valuation as AI search becomes an agent business",
    "Exa is building search infrastructure purpose-built for AI agents rather than humans; *TFN* covered its [$85 million Series B at a $700 million valuation](https://techfundingnews.com/san-franciscos-exa-raises-85m-at-700m-valuation-to-build-the-search-engine-for-ai/) in 2025, when Nvidia\u2019s NVentures joined Benchmark, Lightspeed, and Y Combinator, and its [$250 million Series C at a $2.2 billion valuation](https://techfundingnews.com/exa-raised-250m-at-2-2b-the-morning-after-google-killed-the-search-box-is-the-timing-a-coincidence/) in May 2026."
   ]
  },
  {
   "url": "https://techfundingnews.com/nvidia-reportedly-eyes-perplexity-at-a-30b-valuation-as-ai-search-becomes-an-agent-business",
   "title": "Nvidia reportedly eyes Perplexity at a $30B+ valuation as AI search becomes an agent business",
   "published_at": "2026-08-24T09:36:28",
   "engine": "You.com",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "# Nvidia reportedly eyes Perplexity at a $30B+ valuation as AI search becomes an agent business",
    "Perplexity is fighting on two fronts at once: Google and OpenAI have the distribution advantage, while agent-native challengers like Exa and You.com are building infrastructure that Perplexity didn\u2019t have to compete with a year ago."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "# Nvidia reportedly eyes Perplexity at a $30B+ valuation as AI search becomes an agent business",
    "Perplexity is fighting on two fronts at once: Google and OpenAI have the distribution advantage, while agent-native challengers like Exa and You.com are building infrastructure that Perplexity didn\u2019t have to compete with a year ago."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://en.ai-pedias.com/blog/ai-search-comparison-2026",
   "title": "AI Search Engine Comparison 2026: Perplexity vs Genspark vs Felo vs Kagi",
   "published_at": "2026-04-04T00:00:00",
   "engine": "Perplexity AI",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "# AI Search Engine Comparison 2026: Perplexity vs Genspark vs Felo vs Kagi",
    "### Perplexity AI"
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "# AI Search Engine Comparison 2026: Perplexity vs Genspark vs Felo vs Kagi",
    "A thorough comparison of the top AI search engines of 2026, including Perplexity, Genspark, Felo, and Kagi."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://en.ai-pedias.com/blog/ai-search-comparison-2026",
   "title": "AI Search Engine Comparison 2026: Perplexity vs Genspark vs Felo vs Kagi",
   "published_at": "2026-04-04T00:00:00",
   "engine": "Genspark",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "# AI Search Engine Comparison 2026: Perplexity vs Genspark vs Felo vs Kagi",
    "### Genspark"
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "# AI Search Engine Comparison 2026: Perplexity vs Genspark vs Felo vs Kagi",
    "A thorough comparison of the top AI search engines of 2026, including Perplexity, Genspark, Felo, and Kagi."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://en.ai-pedias.com/blog/ai-search-comparison-2026",
   "title": "AI Search Engine Comparison 2026: Perplexity vs Genspark vs Felo vs Kagi",
   "published_at": "2026-04-04T00:00:00",
   "engine": "Felo",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "# AI Search Engine Comparison 2026: Perplexity vs Genspark vs Felo vs Kagi",
    "### Felo"
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "# AI Search Engine Comparison 2026: Perplexity vs Genspark vs Felo vs Kagi",
    "A thorough comparison of the top AI search engines of 2026, including Perplexity, Genspark, Felo, and Kagi."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://en.ai-pedias.com/blog/ai-search-comparison-2026",
   "title": "AI Search Engine Comparison 2026: Perplexity vs Genspark vs Felo vs Kagi",
   "published_at": "2026-04-04T00:00:00",
   "engine": "Kagi",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "# AI Search Engine Comparison 2026: Perplexity vs Genspark vs Felo vs Kagi",
    "### Kagi"
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "# AI Search Engine Comparison 2026: Perplexity vs Genspark vs Felo vs Kagi",
    "A thorough comparison of the top AI search engines of 2026, including Perplexity, Genspark, Felo, and Kagi."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://ca.pcmag.com/browsers/311/dont-just-google-it-smarter-search-engines-to-try-for-2026",
   "title": "Sick of Google's AI Overload? Try These Search Engines Instead",
   "published_at": "2026-05-20T15:58:27",
   "engine": "Brave Search",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "Alternative search engines often offer better privacy and more control over AI features, sticking closer to the original vision of web search engines that Google once prioritized.",
    "We've tested all the top alternative search engines and highlighted the ones worthy of consideration below.",
    "## Brave Search",
    "Brave now gives you a choice of AI-powered or standard web results via its Answer With AI button."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "Alternative search engines often offer better privacy and more control over AI features, sticking closer to the original vision of web search engines that Google once prioritized.",
    "We've tested all the top alternative search engines and highlighted the ones worthy of consideration below.",
    "## Brave Search",
    "Brave now gives you a choice of AI-powered or standard web results via its Answer With AI button."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://ca.pcmag.com/browsers/311/dont-just-google-it-smarter-search-engines-to-try-for-2026",
   "title": "Sick of Google's AI Overload? Try These Search Engines Instead",
   "published_at": "2026-05-20T15:58:27",
   "engine": "DuckDuckGo",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "Alternative search engines often offer better privacy and more control over AI features, sticking closer to the original vision of web search engines that Google once prioritized.",
    "We've tested all the top alternative search engines and highlighted the ones worthy of consideration below.",
    "## DuckDuckGo",
    "The primary DuckDuckGo search engine now includes two AI features: Assist, which generates a summary of answers for your query, and [Duck.ai](https://Duck.ai) Chat."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "Alternative search engines often offer better privacy and more control over AI features, sticking closer to the original vision of web search engines that Google once prioritized.",
    "We've tested all the top alternative search engines and highlighted the ones worthy of consideration below.",
    "## DuckDuckGo",
    "The primary DuckDuckGo search engine now includes two AI features: Assist, which generates a summary of answers for your query, and [Duck.ai](https://Duck.ai) Chat."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://ca.pcmag.com/browsers/311/dont-just-google-it-smarter-search-engines-to-try-for-2026",
   "title": "Sick of Google's AI Overload? Try These Search Engines Instead",
   "published_at": "2026-05-20T15:58:27",
   "engine": "Ecosia",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "Alternative search engines often offer better privacy and more control over AI features, sticking closer to the original vision of web search engines that Google once prioritized.",
    "We've tested all the top alternative search engines and highlighted the ones worthy of consideration below.",
    "## Ecosia",
    "In addition to its altruistic endeavors, Ecosia is staying in the search game by adding AI tools."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "Alternative search engines often offer better privacy and more control over AI features, sticking closer to the original vision of web search engines that Google once prioritized.",
    "We've tested all the top alternative search engines and highlighted the ones worthy of consideration below.",
    "## Ecosia",
    "In addition to its altruistic endeavors, Ecosia is staying in the search game by adding AI tools."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://ca.pcmag.com/browsers/311/dont-just-google-it-smarter-search-engines-to-try-for-2026",
   "title": "Sick of Google's AI Overload? Try These Search Engines Instead",
   "published_at": "2026-05-20T15:58:27",
   "engine": "Microsoft Bing",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "Alternative search engines often offer better privacy and more control over AI features, sticking closer to the original vision of web search engines that Google once prioritized.",
    "We've tested all the top alternative search engines and highlighted the ones worthy of consideration below.",
    "## Microsoft Bing",
    "Bing incorporates the ChatGPT-powered [Copilot](https://www.pcmag.com/reviews/microsoft-copilot) AI search bot."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "Alternative search engines often offer better privacy and more control over AI features, sticking closer to the original vision of web search engines that Google once prioritized.",
    "We've tested all the top alternative search engines and highlighted the ones worthy of consideration below.",
    "## Microsoft Bing",
    "Bing incorporates the ChatGPT-powered [Copilot](https://www.pcmag.com/reviews/microsoft-copilot) AI search bot."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://ca.pcmag.com/browsers/311/dont-just-google-it-smarter-search-engines-to-try-for-2026",
   "title": "Sick of Google's AI Overload? Try These Search Engines Instead",
   "published_at": "2026-05-20T15:58:27",
   "engine": "Presearch",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "Alternative search engines often offer better privacy and more control over AI features, sticking closer to the original vision of web search engines that Google once prioritized.",
    "We've tested all the top alternative search engines and highlighted the ones worthy of consideration below.",
    "## Presearch",
    "Presearch also offers its own AI result, which you can disable if you prefer."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "Alternative search engines often offer better privacy and more control over AI features, sticking closer to the original vision of web search engines that Google once prioritized.",
    "We've tested all the top alternative search engines and highlighted the ones worthy of consideration below.",
    "## Presearch",
    "Presearch also offers its own AI result, which you can disable if you prefer."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://ca.pcmag.com/browsers/311/dont-just-google-it-smarter-search-engines-to-try-for-2026",
   "title": "Sick of Google's AI Overload? Try These Search Engines Instead",
   "published_at": "2026-05-20T15:58:27",
   "engine": "Qwant",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "Alternative search engines often offer better privacy and more control over AI features, sticking closer to the original vision of web search engines that Google once prioritized.",
    "We've tested all the top alternative search engines and highlighted the ones worthy of consideration below.",
    "## Qwant",
    "Like many other options here, Qwant is getting into the AI act, but you need to sign in to see AI-generated answers and summaries."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "Alternative search engines often offer better privacy and more control over AI features, sticking closer to the original vision of web search engines that Google once prioritized.",
    "We've tested all the top alternative search engines and highlighted the ones worthy of consideration below.",
    "## Qwant",
    "Like many other options here, Qwant is getting into the AI act, but you need to sign in to see AI-generated answers and summaries."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://ca.pcmag.com/browsers/311/dont-just-google-it-smarter-search-engines-to-try-for-2026",
   "title": "Sick of Google's AI Overload? Try These Search Engines Instead",
   "published_at": "2026-05-20T15:58:27",
   "engine": "Swisscows",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "Alternative search engines often offer better privacy and more control over AI features, sticking closer to the original vision of web search engines that Google once prioritized.",
    "We've tested all the top alternative search engines and highlighted the ones worthy of consideration below.",
    "## Swisscows",
    "Like nearly all the other search services here, aside from Startpage, Swisscows now has AI summaries."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "Alternative search engines often offer better privacy and more control over AI features, sticking closer to the original vision of web search engines that Google once prioritized.",
    "We've tested all the top alternative search engines and highlighted the ones worthy of consideration below.",
    "## Swisscows",
    "Like nearly all the other search services here, aside from Startpage, Swisscows now has AI summaries."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://ca.pcmag.com/browsers/311/dont-just-google-it-smarter-search-engines-to-try-for-2026",
   "title": "Sick of Google's AI Overload? Try These Search Engines Instead",
   "published_at": "2026-05-20T15:58:27",
   "engine": "Yahoo!",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "Alternative search engines often offer better privacy and more control over AI features, sticking closer to the original vision of web search engines that Google once prioritized.",
    "We've tested all the top alternative search engines and highlighted the ones worthy of consideration below.",
    "## Yahoo!",
    "Not to be left out of the AI party, Yahoo search includes Yahoo Scout, a [Claude](https://www.pcmag.com/reviews/claude)-based AI Chat option."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "Alternative search engines often offer better privacy and more control over AI features, sticking closer to the original vision of web search engines that Google once prioritized.",
    "We've tested all the top alternative search engines and highlighted the ones worthy of consideration below.",
    "## Yahoo!",
    "Not to be left out of the AI party, Yahoo search includes Yahoo Scout, a [Claude](https://www.pcmag.com/reviews/claude)-based AI Chat option."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://digitalstrategyforce.com/ai-answer-engine-directory",
   "title": "The AI Answer Engine Directory | Digital Strategy Force",
   "published_at": "2026-06-04T00:00:00",
   "engine": "Google AI Overviews",
   "launch_year": "2024",
   "status": "active",
   "region": null,
   "category": "answer engine",
   "engine_evidence": [
    "# **The AI Answer Engine Directory**",
    "An AI answer engine is any system that reads the web, then answers a question directly instead of returning a list of links.",
    "### Google AI Overviews"
   ],
   "launch_year_evidence": [
    "# **The AI Answer Engine Directory**",
    "An AI answer engine is any system that reads the web, then answers a question directly instead of returning a list of links.",
    "Launched\n\n2024",
    "### Google AI Overviews"
   ],
   "status_evidence": [
    "# **The AI Answer Engine Directory**",
    "An AI answer engine is any system that reads the web, then answers a question directly instead of returning a list of links.",
    "### Google AI Overviews",
    "Access\n\nFree, in Google Search"
   ],
   "region_evidence": null,
   "category_evidence": [
    "# **The AI Answer Engine Directory**",
    "An AI answer engine is any system that reads the web, then answers a question directly instead of returning a list of links.",
    "### Google AI Overviews"
   ]
  },
  {
   "url": "https://digitalstrategyforce.com/ai-answer-engine-directory",
   "title": "The AI Answer Engine Directory | Digital Strategy Force",
   "published_at": "2026-06-04T00:00:00",
   "engine": "Google AI Mode",
   "launch_year": "2025",
   "status": "active",
   "region": null,
   "category": "answer engine",
   "engine_evidence": [
    "# **The AI Answer Engine Directory**",
    "An AI answer engine is any system that reads the web, then answers a question directly instead of returning a list of links.",
    "### Google AI Mode"
   ],
   "launch_year_evidence": [
    "# **The AI Answer Engine Directory**",
    "An AI answer engine is any system that reads the web, then answers a question directly instead of returning a list of links.",
    "Launched\n\n2025",
    "### Google AI Mode"
   ],
   "status_evidence": [
    "# **The AI Answer Engine Directory**",
    "An AI answer engine is any system that reads the web, then answers a question directly instead of returning a list of links.",
    "### Google AI Mode",
    "Access\n\nFree, in Google Search"
   ],
   "region_evidence": null,
   "category_evidence": [
    "# **The AI Answer Engine Directory**",
    "An AI answer engine is any system that reads the web, then answers a question directly instead of returning a list of links.",
    "### Google AI Mode"
   ]
  },
  {
   "url": "https://digitalstrategyforce.com/ai-answer-engine-directory",
   "title": "The AI Answer Engine Directory | Digital Strategy Force",
   "published_at": "2026-06-04T00:00:00",
   "engine": "DeepSeek",
   "launch_year": "2025",
   "status": "active",
   "region": "Asia-Pacific",
   "category": "developer",
   "engine_evidence": [
    "# **The AI Answer Engine Directory**",
    "An AI answer engine is any system that reads the web, then answers a question directly instead of returning a list of links.",
    "### DeepSeek"
   ],
   "launch_year_evidence": [
    "# **The AI Answer Engine Directory**",
    "An AI answer engine is any system that reads the web, then answers a question directly instead of returning a list of links.",
    "Reach: open-source breakout, launched January 2025 \u00b7 [DeepSeek](https://www.deepseek.com/)",
    "### DeepSeek"
   ],
   "status_evidence": [
    "# **The AI Answer Engine Directory**",
    "An AI answer engine is any system that reads the web, then answers a question directly instead of returning a list of links.",
    "### DeepSeek",
    "Access\n\nFree \u00b7 Open-weight, self-host \u00b7 API usage-based"
   ],
   "region_evidence": [
    "# **The AI Answer Engine Directory**",
    "An AI answer engine is any system that reads the web, then answers a question directly instead of returning a list of links.",
    "It grew fastest in the Asia-Pacific market and matters most for brands with reach there.",
    "### DeepSeek"
   ],
   "category_evidence": [
    "# **The AI Answer Engine Directory**",
    "An AI answer engine is any system that reads the web, then answers a question directly instead of returning a list of links.",
    "Best for\n\nDeveloper",
    "### DeepSeek"
   ]
  },
  {
   "url": "https://bushnote.com/articles/ai-search-news-june-2026",
   "title": "AI search news June 2026: Google agents and fragmentation",
   "published_at": "2026-07-28T00:00:00",
   "engine": "Perplexity",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": "research search",
   "engine_evidence": [
    "What did Google announce for AI search at I/O 2026?",
    "OpenAI, Google, Perplexity and Anthropic now split the answer market across at least five surfaces that matter."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "What did Google announce for AI search at I/O 2026?",
    "OpenAI, Google, Perplexity and Anthropic now split the answer market across at least five surfaces that matter."
   ],
   "region_evidence": null,
   "category_evidence": [
    "What did Google announce for AI search at I/O 2026?",
    "| Perplexity | Smaller, research-heavy audience | The BBC legal threat and Cloudflare crawler dispute reported by Press Gazette show crawler access decides what it retrieves |"
   ]
  },
  {
   "url": "https://en.wikipedia.org/wiki/Microsoft_Copilot%20",
   "title": "Microsoft Copilot",
   "published_at": "2026-08-26T19:26:40",
   "engine": "Copilot Search",
   "launch_year": "2025",
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "Microsoft Copilot is a generative artificial intelligence chatbot developed by Microsoft AI, a division of Microsoft.",
    "On April 4, 2025, Microsoft introduced optional Memory for personalization (user preferences, facts, routines), Actions for performing specific tasks (tickets, reservations, gifts) online with specific partnering websites (Expedia, OpenTable, etc.), Pages as a canvas feature, Shopping assistant, Deep Research mode, and Copilot Search in Bing that combines search with generative AI responses."
   ],
   "launch_year_evidence": [
    "Microsoft Copilot is a generative artificial intelligence chatbot developed by Microsoft AI, a division of Microsoft.",
    "On April 4, 2025, Microsoft introduced optional Memory for personalization (user preferences, facts, routines), Actions for performing specific tasks (tickets, reservations, gifts) online with specific partnering websites (Expedia, OpenTable, etc.), Pages as a canvas feature, Shopping assistant, Deep Research mode, and Copilot Search in Bing that combines search with generative AI responses."
   ],
   "status_evidence": [
    "Microsoft Copilot is a generative artificial intelligence chatbot developed by Microsoft AI, a division of Microsoft.",
    "On April 4, 2025, Microsoft introduced optional Memory for personalization (user preferences, facts, routines), Actions for performing specific tasks (tickets, reservations, gifts) online with specific partnering websites (Expedia, OpenTable, etc.), Pages as a canvas feature, Shopping assistant, Deep Research mode, and Copilot Search in Bing that combines search with generative AI responses."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://toolchase.com/blog/how-to-use-perplexity",
   "title": "How to Use Perplexity AI in 2026 \u2014 Complete Guide",
   "published_at": "2026-05-06T22:09:13",
   "engine": "Perplexity",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": "answer engine",
   "engine_evidence": [
    "How to use Perplexity AI in 2026 \u2014 the complete guide",
    "Perplexity is an AI-powered answer engine that combines real-time web search with large language models and shows source citations under every claim."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "How to use Perplexity AI in 2026 \u2014 the complete guide",
    "Perplexity is an AI-powered answer engine that combines real-time web search with large language models and shows source citations under every claim."
   ],
   "region_evidence": null,
   "category_evidence": [
    "How to use Perplexity AI in 2026 \u2014 the complete guide",
    "Perplexity is an AI-powered answer engine that combines real-time web search with large language models and shows source citations under every claim."
   ]
  },
  {
   "url": "https://hannibal.marketminute.com/article/marketersmedia-2026-8-23-iask-ai-launches-new-education-based-hub-to-help-students-learn-with-artificial-intelligence",
   "title": "iAsk AI Launches New Education-Based Hub to Help Students Learn with Artificial Intelligence",
   "published_at": "2026-08-23T04:14:55",
   "engine": "iAsk AI",
   "launch_year": "2023",
   "status": "active",
   "region": null,
   "category": "AI search and learning platform",
   "engine_evidence": [
    "The firm is transforming its search engine into an educational hub equipped with tutorials and guided learning technologies intended to help students learn through AI.",
    " -- iAsk AI is launching an expansion of its platform into an education-based AI hub aimed at helping students use artificial intelligence as a means of learning rather than just getting answers.",
    "iAsk AI is an AI-powered search and learning platform launched in 2023."
   ],
   "launch_year_evidence": [
    "Initially launched as an AI search engine in 2023, iAsk AI has seen over 750 million searches since then.",
    "iAsk AI is an AI-powered search and learning platform launched in 2023."
   ],
   "status_evidence": [
    "The firm is transforming its search engine into an educational hub equipped with tutorials and guided learning technologies intended to help students learn through AI.",
    " -- iAsk AI is launching an expansion of its platform into an education-based AI hub aimed at helping students use artificial intelligence as a means of learning rather than just getting answers."
   ],
   "region_evidence": null,
   "category_evidence": [
    "The firm is transforming its search engine into an educational hub equipped with tutorials and guided learning technologies intended to help students learn through AI.",
    "iAsk AI is an AI-powered search and learning platform launched in 2023."
   ]
  },
  {
   "url": "https://worldpostreporter.com/article/923084645-answer-engine-a-new-open-source-tool-for-ai-and-semantic-search-that-cites-its-sources-or-says-i-don-t-know",
   "title": "Answer Engine: A New Open-Source Tool for AI and Semantic Search That Cites Its Sources \u2014 or Says \"I Don't Know\"",
   "published_at": null,
   "engine": "AI Overviews",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "# Answer Engine: A New Open-Source Tool for AI and Semantic Search That Cites Its Sources \u2014 or Says \"I Don't Know\"",
    "As AI answer engines like Google's AI Overviews, Perplexity, ChatGPT, Copilot, and Gemini replace the list of links with a single composed answer, a new failure has come with them: these tools can return confident judgments in their own voice, sometimes citing sources that do not support the claim, sometimes describing work that does not exist, and often without a clear author a reader can question."
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://worldpostreporter.com/article/923084645-answer-engine-a-new-open-source-tool-for-ai-and-semantic-search-that-cites-its-sources-or-says-i-don-t-know",
   "title": "Answer Engine: A New Open-Source Tool for AI and Semantic Search That Cites Its Sources \u2014 or Says \"I Don't Know\"",
   "published_at": null,
   "engine": "Perplexity",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "# Answer Engine: A New Open-Source Tool for AI and Semantic Search That Cites Its Sources \u2014 or Says \"I Don't Know\"",
    "As AI answer engines like Google's AI Overviews, Perplexity, ChatGPT, Copilot, and Gemini replace the list of links with a single composed answer, a new failure has come with them: these tools can return confident judgments in their own voice, sometimes citing sources that do not support the claim, sometimes describing work that does not exist, and often without a clear author a reader can question."
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://worldpostreporter.com/article/923084645-answer-engine-a-new-open-source-tool-for-ai-and-semantic-search-that-cites-its-sources-or-says-i-don-t-know",
   "title": "Answer Engine: A New Open-Source Tool for AI and Semantic Search That Cites Its Sources \u2014 or Says \"I Don't Know\"",
   "published_at": null,
   "engine": "ChatGPT",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "# Answer Engine: A New Open-Source Tool for AI and Semantic Search That Cites Its Sources \u2014 or Says \"I Don't Know\"",
    "As AI answer engines like Google's AI Overviews, Perplexity, ChatGPT, Copilot, and Gemini replace the list of links with a single composed answer, a new failure has come with them: these tools can return confident judgments in their own voice, sometimes citing sources that do not support the claim, sometimes describing work that does not exist, and often without a clear author a reader can question."
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://worldpostreporter.com/article/923084645-answer-engine-a-new-open-source-tool-for-ai-and-semantic-search-that-cites-its-sources-or-says-i-don-t-know",
   "title": "Answer Engine: A New Open-Source Tool for AI and Semantic Search That Cites Its Sources \u2014 or Says \"I Don't Know\"",
   "published_at": null,
   "engine": "Copilot",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "# Answer Engine: A New Open-Source Tool for AI and Semantic Search That Cites Its Sources \u2014 or Says \"I Don't Know\"",
    "As AI answer engines like Google's AI Overviews, Perplexity, ChatGPT, Copilot, and Gemini replace the list of links with a single composed answer, a new failure has come with them: these tools can return confident judgments in their own voice, sometimes citing sources that do not support the claim, sometimes describing work that does not exist, and often without a clear author a reader can question."
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://worldpostreporter.com/article/923084645-answer-engine-a-new-open-source-tool-for-ai-and-semantic-search-that-cites-its-sources-or-says-i-don-t-know",
   "title": "Answer Engine: A New Open-Source Tool for AI and Semantic Search That Cites Its Sources \u2014 or Says \"I Don't Know\"",
   "published_at": null,
   "engine": "Gemini",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "# Answer Engine: A New Open-Source Tool for AI and Semantic Search That Cites Its Sources \u2014 or Says \"I Don't Know\"",
    "As AI answer engines like Google's AI Overviews, Perplexity, ChatGPT, Copilot, and Gemini replace the list of links with a single composed answer, a new failure has come with them: these tools can return confident judgments in their own voice, sometimes citing sources that do not support the claim, sometimes describing work that does not exist, and often without a clear author a reader can question."
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://almcorp.com/blog/perplexity-comet-ios-google-search-default",
   "title": "Perplexity Comet for iOS Defaults to Google Search \u2014 Here\u2019s Why, and What It Means for the Future of AI Browsing",
   "published_at": "2026-03-20T19:32:21",
   "engine": "Perplexity",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "Perplexity Comet for iOS Defaults to Google Search \u2014 Here\u2019s Why, and What It Means for the Future of AI Browsing",
    "Perplexity\u2019s answer engine \u2014 the part of its product that synthesizes information from multiple sources into a written response \u2014 is strongest for research-oriented, knowledge-type, and complex analytical queries."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "Perplexity Comet for iOS Defaults to Google Search \u2014 Here\u2019s Why, and What It Means for the Future of AI Browsing",
    "Perplexity launched its [Comet](https://www.perplexity.ai/comet/) AI browser on iPhone on March 18, 2026 \u2014 and buried inside the announcement was a detail that surprised a lot of people: the default search engine for standard queries on iOS is not Perplexity."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://stork.ai/blog/best-ai-tools-scientific-research-consensus-2026",
   "title": "Best AI Tools for Scientific Research Consensus (2026)",
   "published_at": "2026-07-12T16:00:00",
   "engine": "Consensus",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "# Best AI Tools for Scientific Research Consensus (2026)",
    "Consensus is a search engine that queries over 220 million peer-reviewed papers and returns a synthesized answer with a Consensus Meter showing what percentage of studies support, contradict, or are mixed on a question."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "# Best AI Tools for Scientific Research Consensus (2026)",
    "If you need to know what the scientific literature actually agrees on, **Consensus** is the standout tool in 2026 -- it is built specifically around measuring agreement, using a Consensus Meter that reads across its 220-million-plus paper index and returns a quantified score for yes/no research questions, backed by inspectable citations."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://ai.nidal.cloud/article/news-1779355429847-techcrunch",
   "title": "AI Search Startups: Rapid Market Expansion and Funding Surge",
   "published_at": "2026-05-21T11:02:50",
   "engine": "Perplexity",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "# AI Search Startups: Rapid Market Expansion and Funding Surge",
    "Companies like Perplexity, Genspark, and Felo are capturing market share from traditional search engines by offering synthesized, conversational answers rather than lists of blue links."
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://ai.nidal.cloud/article/news-1779355429847-techcrunch",
   "title": "AI Search Startups: Rapid Market Expansion and Funding Surge",
   "published_at": "2026-05-21T11:02:50",
   "engine": "Genspark",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "# AI Search Startups: Rapid Market Expansion and Funding Surge",
    "Companies like Perplexity, Genspark, and Felo are capturing market share from traditional search engines by offering synthesized, conversational answers rather than lists of blue links."
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://ai.nidal.cloud/article/news-1779355429847-techcrunch",
   "title": "AI Search Startups: Rapid Market Expansion and Funding Surge",
   "published_at": "2026-05-21T11:02:50",
   "engine": "Felo",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "# AI Search Startups: Rapid Market Expansion and Funding Surge",
    "Companies like Perplexity, Genspark, and Felo are capturing market share from traditional search engines by offering synthesized, conversational answers rather than lists of blue links."
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://theaicemetery.com/neeva",
   "title": "Neeva \u2014 Dead AI Product Autopsy",
   "published_at": null,
   "engine": "Neeva",
   "launch_year": null,
   "status": "discontinued",
   "region": null,
   "category": "AI search",
   "engine_evidence": [
    "# Neeva",
    "As AI transformed search in 2022-2023, Neeva added LLM-powered features, becoming one of the first search engines with AI-generated summaries."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "# Neeva",
    "On May 20, 2023, Neeva announced it was shutting down its consumer search engine."
   ],
   "region_evidence": null,
   "category_evidence": [
    "# Neeva",
    "As AI transformed search in 2022-2023, Neeva added LLM-powered features, becoming one of the first search engines with AI-generated summaries."
   ]
  },
  {
   "url": "https://blog.google/products-and-platforms/products/search/back-to-school-study-tools",
   "title": "How Google Search, Lens, AI Mode can help you study",
   "published_at": "2026-08-19T19:00:00",
   "engine": "Search",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "# 5 new ways to level up your learning with Search",
    "We\u2019re introducing tools to help you learn new concepts, tackle tricky subjects, and organize your study sessions with AI in Search."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "# 5 new ways to level up your learning with Search",
    "We\u2019re introducing tools to help you learn new concepts, tackle tricky subjects, and organize your study sessions with AI in Search."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://appeal-democrat.marketminute.com/article/marketersmedia-2026-8-23-iask-ai-launches-new-education-based-hub-to-help-students-learn-with-artificial-intelligence",
   "title": "iAsk AI Launches New Education-Based Hub to Help Students Learn with Artificial Intelligence",
   "published_at": "2026-08-23T04:14:55",
   "engine": "iAsk AI",
   "launch_year": "2023",
   "status": "active",
   "region": null,
   "category": "AI search and learning platform",
   "engine_evidence": [
    "iAsk AI is an AI-powered search and learning platform launched in 2023.",
    "About iAsk AI"
   ],
   "launch_year_evidence": [
    "iAsk AI is an AI-powered search and learning platform launched in 2023.",
    "About iAsk AI"
   ],
   "status_evidence": [
    "Presently, iAsk offers an AI search engine and [AI homework helper](https://iask.ai/) to assist students and researchers.",
    "About iAsk AI"
   ],
   "region_evidence": null,
   "category_evidence": [
    "iAsk AI is an AI-powered search and learning platform launched in 2023.",
    "About iAsk AI"
   ]
  },
  {
   "url": "https://tech-insider.org/ie/meta-ai-vs-perplexity-vs-deepseek-2026",
   "title": "Meta AI vs Perplexity vs DeepSeek: 130M vs 45M Users [2026]",
   "published_at": "2026-08-23T21:31:54",
   "engine": "Perplexity",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "# Meta AI vs Perplexity vs DeepSeek: 130M vs 45M Users [2026]",
    "Perplexity wants to replace the Google tab you\u2019ve had open since 2004.",
    "Before the tables, it\u2019s worth being precise about what you\u2019re actually comparing, because \u201cAI chatbot\u201d hides three very different products."
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    "# Meta AI vs Perplexity vs DeepSeek: 130M vs 45M Users [2026]",
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    "Before the tables, it\u2019s worth being precise about what you\u2019re actually comparing, because \u201cAI chatbot\u201d hides three very different products."
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    "As AI answer engines like Google's AI Overviews, Perplexity, ChatGPT, Copilot, and Gemini replace the list of links with a single composed answer, a new failure has come with them: these tools can return confident judgments in their own voice, sometimes citing sources that do not support the claim, sometimes describing work that does not exist, and often without a clear author a reader can question."
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   "title": "Answer Engine: A New Open-Source Tool for AI and Semantic Search That Cites Its Sources \u2014 or Says \"I Don't Know\"",
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   "title": "Answer Engine: A New Open-Source Tool for AI and Semantic Search That Cites Its Sources \u2014 or Says \"I Don't Know\"",
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   "title": "Answer Engine: A New Open-Source Tool for AI and Semantic Search That Cites Its Sources \u2014 or Says \"I Don't Know\"",
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   "url": "https://digg.com/tech/s5u8wiu5",
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    "/AI",
    "Today we are announcing [@KeenableAI](https://x.com/KeenableAI), an AI-native index of the best human knowledge we have, starting with the open web."
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   "url": "https://appeal-democrat.marketminute.com/article/abnewswire-2026-8-25-best-ai-search-optimization-agencies-ranked-in-dunstan-research-report",
   "title": "Best AI Search Optimization Agencies Ranked In Dunstan Research Report",
   "published_at": "2026-08-25T06:15:02",
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   "url": "https://chatgbot.ai/en/blog/ai-search-engines",
   "title": "The Best AI Search Engines in 2026 (Beyond Google)",
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    "In 2026 there are more options than ever. Perplexity, ChatGPT with search, Google's AI Mode, Microsoft Copilot, and a wave of smaller players all promise faster answers.",
    "# The Best AI Search Engines in 2026 (Beyond Google)",
    "- **Perplexity**: built around search from day one. Every claim comes with numbered citations, and focus modes let you limit results to academic papers or specific source types. Our guide to [what Perplexity AI is](/en/blog/what-is-perplexity-ai) covers it in depth."
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    "# The Best AI Search Engines in 2026 (Beyond Google)",
    "- **ChatGPT with search**: OpenAI's models can pull from the live web when a question needs current information. The strength here is reasoning plus retrieval, since the same model that searches can also analyze, calculate, and draft."
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    "# The Best AI Search Engines in 2026 (Beyond Google)",
    "- **Google AI Mode and AI Overviews**: AI answers inside Google itself. Overviews appear above regular results, while AI Mode offers a fuller conversational experience tied into Maps, Shopping, and Google's enormous index."
   ],
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    "# The Best AI Search Engines in 2026 (Beyond Google)",
    "- **Microsoft Copilot**: Bing's index paired with OpenAI models, integrated into Windows and Edge. Convenient if you already live in Microsoft's ecosystem."
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    "- **You.com and similar model hubs**: services that let you choose which model answers your query and customize which sources it prioritizes."
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   "title": "The Best AI Search Engines in 2026 (Beyond Google)",
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    "- **Privacy-focused options**: DuckDuckGo's AI answers and Brave's answer engine deliver summarized results with less tracking and lighter data collection."
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    "Industry News 20 May 2026 2 min read Resultsense [ via Google ](https://blog.google/products-and-platforms/products/search/search-io-2026/)",
    "Google Search hits one billion AI Mode users as agentic features expand",
    "The competitive pressure is sharpening \u2014 Microsoft\u2019s Copilot, OpenAI\u2019s ChatGPT Search and Anthropic\u2019s Claude all moved on agentic search in recent quarters, and Google\u2019s billion-user metric is a deliberate signal that the incumbent default is not yet up for grabs."
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    "Industry News 20 May 2026 2 min read Resultsense [ via Google ](https://blog.google/products-and-platforms/products/search/search-io-2026/)",
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    "The competitive pressure is sharpening \u2014 Microsoft\u2019s Copilot, OpenAI\u2019s ChatGPT Search and Anthropic\u2019s Claude all moved on agentic search in recent quarters, and Google\u2019s billion-user metric is a deliberate signal that the incumbent default is not yet up for grabs."
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   "url": "https://thebotshelf.com/explainers/kagi-paid-ad-free-search-plans",
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    "# Kagi Offers Paid Ad-Free Search Plans for $5/Month",
    "A U.S. District Court ruled in 2024 that Google illegally maintained its online search monopoly, a decision that immediately pushed users to consider alternatives like Kagi, which offers ad-free plans starting at $5 per month.",
    "## Exploring Premium and Privacy-Focused Options"
   ],
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   "status_evidence": [
    "# Kagi Offers Paid Ad-Free Search Plans for $5/Month",
    "## Exploring Premium and Privacy-Focused Options"
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   "url": "https://airankings.co/categories/search",
   "title": "Top Search AI Tools | AI Rankings",
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    "## Top Search AI Tools by Market Share",
    "The most popular Search AI tools based on website usage.",
    "| # | NAME | CATEGORY | UMBRELLA | TRANCO | 24H | 7D | 30D | TREND | MARKET SHARE | LINK |",
    "| 9 | P Perplexity AI | Search | 13,562 | 1,030 | -1.5% | -4.4% | -12.4% | | 59.16% | |"
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   "url": "https://airankings.co/categories/search",
   "title": "Top Search AI Tools | AI Rankings",
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   "engine_evidence": [
    "## Top Search AI Tools by Market Share",
    "The most popular Search AI tools based on website usage.",
    "| # | NAME | CATEGORY | UMBRELLA | TRANCO | 24H | 7D | 30D | TREND | MARKET SHARE | LINK |",
    "| 24 | Y YouChat | Search | 35,535 | 28,684 | 0% | +1.8% | +3.2% | | 22.58% | |"
   ],
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  {
   "url": "https://airankings.co/categories/search",
   "title": "Top Search AI Tools | AI Rankings",
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   "engine_evidence": [
    "## Top Search AI Tools by Market Share",
    "The most popular Search AI tools based on website usage.",
    "| # | NAME | CATEGORY | UMBRELLA | TRANCO | 24H | 7D | 30D | TREND | MARKET SHARE | LINK |",
    "| 109 | G GenSpark | Search | 132,760 | 17,885 | -1.7% | -13.4% | -55.7% | | 6.04% | |"
   ],
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  {
   "url": "https://airankings.co/categories/search",
   "title": "Top Search AI Tools | AI Rankings",
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   "engine": "LINER AI",
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   "engine_evidence": [
    "## Top Search AI Tools by Market Share",
    "The most popular Search AI tools based on website usage.",
    "| # | NAME | CATEGORY | UMBRELLA | TRANCO | 24H | 7D | 30D | TREND | MARKET SHARE | LINK |",
    "| 192 | L LINER AI | Search | 217,637 | 116,299 | 0% | -2.1% | -9.1% | | 3.69% | |"
   ],
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  {
   "url": "https://airankings.co/categories/search",
   "title": "Top Search AI Tools | AI Rankings",
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   "engine_evidence": [
    "## Top Search AI Tools by Market Share",
    "The most popular Search AI tools based on website usage.",
    "| # | NAME | CATEGORY | UMBRELLA | TRANCO | 24H | 7D | 30D | TREND | MARKET SHARE | LINK |",
    "| 261 | K Krea | Search | 354,576 | 38,920 | +0.2% | -5% | +5.5% | | 2.26% | |"
   ],
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  {
   "url": "https://airankings.co/categories/search",
   "title": "Top Search AI Tools | AI Rankings",
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   "engine_evidence": [
    "## Top Search AI Tools by Market Share",
    "The most popular Search AI tools based on website usage.",
    "| # | NAME | CATEGORY | UMBRELLA | TRANCO | 24H | 7D | 30D | TREND | MARKET SHARE | LINK |",
    "| 286 | F felo.ai | Search | 402,063 | 97,079 | +0.4% | +1.4% | +1.2% | | 2% | |"
   ],
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  {
   "url": "https://airankings.co/categories/search",
   "title": "Top Search AI Tools | AI Rankings",
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   "engine_evidence": [
    "## Top Search AI Tools by Market Share",
    "The most popular Search AI tools based on website usage.",
    "| # | NAME | CATEGORY | UMBRELLA | TRANCO | 24H | 7D | 30D | TREND | MARKET SHARE | LINK |",
    "| 338 | H Hix AI | Search | 523,602 | 117,038 | +0.3% | -10.6% | -13% | | 1.53% | |"
   ],
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  {
   "url": "https://airankings.co/categories/search",
   "title": "Top Search AI Tools | AI Rankings",
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   "engine_evidence": [
    "## Top Search AI Tools by Market Share",
    "The most popular Search AI tools based on website usage.",
    "| # | NAME | CATEGORY | UMBRELLA | TRANCO | 24H | 7D | 30D | TREND | MARKET SHARE | LINK |",
    "| 688 | L lenso.ai | Search | \u2014 | 267,490 | +0.1% | +1.9% | +0.1% | | 0.63% | |"
   ],
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  },
  {
   "url": "https://airankings.co/categories/search",
   "title": "Top Search AI Tools | AI Rankings",
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   "engine": "Andi",
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   "engine_evidence": [
    "## Top Search AI Tools by Market Share",
    "The most popular Search AI tools based on website usage.",
    "| # | NAME | CATEGORY | UMBRELLA | TRANCO | 24H | 7D | 30D | TREND | MARKET SHARE | LINK |",
    "| 692 | A Andi | Search | \u2014 | 272,218 | +0.1% | +1% | -2.5% | | 0.63% | |"
   ],
   "launch_year_evidence": null,
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  },
  {
   "url": "https://airankings.co/categories/search",
   "title": "Top Search AI Tools | AI Rankings",
   "published_at": null,
   "engine": "Inven",
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   "engine_evidence": [
    "## Top Search AI Tools by Market Share",
    "The most popular Search AI tools based on website usage.",
    "| # | NAME | CATEGORY | UMBRELLA | TRANCO | 24H | 7D | 30D | TREND | MARKET SHARE | LINK |",
    "| 750 | I Inven | Search | \u2014 | 370,630 | 0% | -3.2% | -0.6% | | 0.59% | |"
   ],
   "launch_year_evidence": null,
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  },
  {
   "url": "https://airankings.co/categories/search",
   "title": "Top Search AI Tools | AI Rankings",
   "published_at": null,
   "engine": "komo.ai",
   "launch_year": null,
   "status": null,
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   "category": null,
   "engine_evidence": [
    "## Top Search AI Tools by Market Share",
    "The most popular Search AI tools based on website usage.",
    "| # | NAME | CATEGORY | UMBRELLA | TRANCO | 24H | 7D | 30D | TREND | MARKET SHARE | LINK |",
    "| 1055 | K komo.ai | Search | \u2014 | 710,811 | +1.6% | +11.1% | +31.2% | | 0.47% | |"
   ],
   "launch_year_evidence": null,
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    "| 1141 | G gptgo.ai | Search | \u2014 | 860,710 | +0.4% | +3.9% | +8.2% | | 0.43% | |"
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    "| -- | B Bagoodex | Search | \u2014 | \u2014 | \u2014 | \u2014 | \u2014 | -- | \u2014 | |"
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    "| -- | C Context | Search | \u2014 | \u2014 | \u2014 | \u2014 | \u2014 | -- | \u2014 | |"
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    "| -- | T ThinkAny | Search | \u2014 | \u2014 | \u2014 | \u2014 | \u2014 | -- | \u2014 | |"
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    "The most popular Search AI tools based on website usage.",
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    "| -- | X Xdash | Search | \u2014 | \u2014 | \u2014 | \u2014 | \u2014 | -- | \u2014 | |"
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   "url": "https://airankings.co/categories/search",
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    "| -- | E explorer.globe.engineer | Search | \u2014 | \u2014 | \u2014 | \u2014 | \u2014 | -- | \u2014 | |"
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    "| -- | I iAsk.Ai | Search | \u2014 | \u2014 | \u2014 | \u2014 | \u2014 | -- | \u2014 | |"
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  {
   "url": "https://airankings.co/categories/search",
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    "| -- | M metaphor.systems | Search | \u2014 | \u2014 | \u2014 | \u2014 | \u2014 | -- | \u2014 | |"
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    "# Answer Engine: A New Open-Source Tool for AI and Semantic Search That Cites Its Sources \u2014 or Says \"I Don't Know\"",
    "As AI answer engines like Google's AI Overviews, Perplexity, ChatGPT, Copilot, and Gemini replace the list of links with a single composed answer, a new failure has come with them: these tools can return confident judgments in their own voice, sometimes citing sources that do not support the claim, sometimes describing work that does not exist, and often without a clear author a reader can question."
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    "# Answer Engine: A New Open-Source Tool for AI and Semantic Search That Cites Its Sources \u2014 or Says \"I Don't Know\"",
    "As AI answer engines like Google's AI Overviews, Perplexity, ChatGPT, Copilot, and Gemini replace the list of links with a single composed answer, a new failure has come with them: these tools can return confident judgments in their own voice, sometimes citing sources that do not support the claim, sometimes describing work that does not exist, and often without a clear author a reader can question."
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   "url": "https://youtube.com/watch?v=-0oNXAcdUHY",
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    "## Transcript",
    "[0:38] >> I got the Google ranking volatility, PDFs go missing in Google search, Google AI mode with link carousels, and Bing renaming co-pilot maybe to AIO reviews and a new, >> you might start now soon have more ways to control what channels show on your PMAX."
   ],
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   "status_evidence": [
    "## Transcript",
    "[6:53] >> Okay. Um and then Google AI mode is adding um a link carousel for developing topics."
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   "status": "renamed",
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    "## Transcript",
    "[7:28] >> Hey, I'll go to Anu. >> No, I knew next after this. So, >> one more time. >> Uh, co-pilot. Um, so Bing and in their search results has a box called co-pilot search, which is basically their AI response, their AI overview. And they're like, instead of calling it co-pilot search, which nobody gets and nobody understands, let's call it AIO reviews, which everybody hates and loves and sees all the time."
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    "## Transcript",
    "[7:28] >> Hey, I'll go to Anu. >> No, I knew next after this. So, >> one more time. >> Uh, co-pilot. Um, so Bing and in their search results has a box called co-pilot search, which is basically their AI response, their AI overview. And they're like, instead of calling it co-pilot search, which nobody gets and nobody understands, let's call it AIO reviews, which everybody hates and loves and sees all the time. So, we're going to call it AIO reviews. Uh, Google Microsoft is testing switching the name from co-pilot search to AIO review. Um, this is spotted by Sasha Patel at Search Engine Watch, which refuses to link to me. All right, Anu, you're up."
   ],
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   "url": "https://futureagi.com/blogs/free-ai-search-engines",
   "title": "Best Free AI Search Engines 2026: Top 7 Ranked & Compared",
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   "engine": "Perplexity AI",
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    "### 1. Perplexity AI (Free)",
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    "Ranked: 7 best free AI search engines for May 2026.",
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   "url": "https://futureagi.com/blogs/free-ai-search-engines",
   "title": "Best Free AI Search Engines 2026: Top 7 Ranked & Compared",
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   "engine": "ChatGPT Search",
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    "Perplexity, ChatGPT Search, You.com, Brave AI, Andi, Phind, Kagi-Lite compared on speed, citations, and modes.",
    "### 2. ChatGPT Search (Free)",
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    "### 2. ChatGPT Search (Free)",
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    "# Best Free AI Search Engines 2026: 7 Tools Ranked & Compared",
    "Ranked: 7 best free AI search engines for May 2026.",
    "### 2. ChatGPT Search (Free)",
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   ],
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   "url": "https://futureagi.com/blogs/free-ai-search-engines",
   "title": "Best Free AI Search Engines 2026: Top 7 Ranked & Compared",
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    "### 3. You.com (Free)",
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    "Ranked: 7 best free AI search engines for May 2026.",
    "### 3. You.com (Free)",
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   "url": "https://futureagi.com/blogs/free-ai-search-engines",
   "title": "Best Free AI Search Engines 2026: Top 7 Ranked & Compared",
   "published_at": "2025-01-07T00:00:00",
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    "### 4. Brave Search AI Answers",
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    "Ranked: 7 best free AI search engines for May 2026.",
    "### 4. Brave Search AI Answers",
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  {
   "url": "https://futureagi.com/blogs/free-ai-search-engines",
   "title": "Best Free AI Search Engines 2026: Top 7 Ranked & Compared",
   "published_at": "2025-01-07T00:00:00",
   "engine": "Andi Search",
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    "### 5. Andi Search",
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    "# Best Free AI Search Engines 2026: 7 Tools Ranked & Compared",
    "Ranked: 7 best free AI search engines for May 2026.",
    "### 5. Andi Search",
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   "url": "https://futureagi.com/blogs/free-ai-search-engines",
   "title": "Best Free AI Search Engines 2026: Top 7 Ranked & Compared",
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    "Perplexity, ChatGPT Search, You.com, Brave AI, Andi, Phind, Kagi-Lite compared on speed, citations, and modes.",
    "### 6. Phind",
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    "# Best Free AI Search Engines 2026: 7 Tools Ranked & Compared",
    "Ranked: 7 best free AI search engines for May 2026.",
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   "url": "https://futureagi.com/blogs/free-ai-search-engines",
   "title": "Best Free AI Search Engines 2026: Top 7 Ranked & Compared",
   "published_at": "2025-01-07T00:00:00",
   "engine": "Kagi Quick Answer",
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    "# Best Free AI Search Engines 2026: 7 Tools Ranked & Compared",
    "Perplexity, ChatGPT Search, You.com, Brave AI, Andi, Phind, Kagi-Lite compared on speed, citations, and modes.",
    "### 7. Kagi Quick Answer (free tier)",
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   ],
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  },
  {
   "url": "https://de.ai-pedias.com/blog/ai-search-engines-comparison",
   "title": "Comparatif des moteurs de recherche IA : Perplexity vs. Genspark vs. Felo [2026]",
   "published_at": "2026-03-16T00:00:00",
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   "launch_year_evidence": null,
   "status_evidence": [
    "Comparatif des moteurs de recherche IA : Perplexity vs. Genspark vs. Felo [2026]",
    "Un comparatif d\u00e9taill\u00e9 des principaux moteurs de recherche IA qui remplacent la recherche traditionnelle.",
    "Perplexity AI"
   ],
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  },
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   "url": "https://de.ai-pedias.com/blog/ai-search-engines-comparison",
   "title": "Comparatif des moteurs de recherche IA : Perplexity vs. Genspark vs. Felo [2026]",
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   "engine": "Genspark",
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    "Comparatif des moteurs de recherche IA : Perplexity vs. Genspark vs. Felo [2026]",
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    "Comparatif des moteurs de recherche IA : Perplexity vs. Genspark vs. Felo [2026]",
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    "Genspark"
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  },
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   "url": "https://de.ai-pedias.com/blog/ai-search-engines-comparison",
   "title": "Comparatif des moteurs de recherche IA : Perplexity vs. Genspark vs. Felo [2026]",
   "published_at": "2026-03-16T00:00:00",
   "engine": "Felo",
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   "status": "active",
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    "Comparatif des moteurs de recherche IA : Perplexity vs. Genspark vs. Felo [2026]",
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    "Felo"
   ],
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  },
  {
   "url": "https://newsatw.com/ditch-google-search-for-one-of-these-5-other-free-search-engines",
   "title": "Ditch Google Search for One of These 5 Other Free Search Engines - NewsATW",
   "published_at": "2026-08-22T19:51:25",
   "engine": "Flash Answers",
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   "status": "active",
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   "category": null,
   "engine_evidence": [
    "Here are five other free search engines to use instead of Google Search.",
    "Qwant",
    "You should know that Qwant has integrated AI into its engine in what it calls Flash Answers."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "Here are five other free search engines to use instead of Google Search.",
    "Qwant",
    "You should know that Qwant has integrated AI into its engine in what it calls Flash Answers."
   ],
   "region_evidence": null,
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  },
  {
   "url": "https://europeanmorning.com/article/923084645-answer-engine-a-new-open-source-tool-for-ai-and-semantic-search-that-cites-its-sources-or-says-i-don-t-know",
   "title": "Answer Engine: A New Open-Source Tool for AI and Semantic Search That Cites Its Sources \u2014 or Says \"I Don't Know\"",
   "published_at": null,
   "engine": "Google's AI Overviews",
   "launch_year": null,
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   "category": null,
   "engine_evidence": [
    "Answer Engine: A New Open-Source Tool for AI and Semantic Search That Cites Its Sources \u2014 or Says \"I Don't Know\"",
    "As AI answer engines like Google's AI Overviews, Perplexity, ChatGPT, Copilot, and Gemini replace the list of links with a single composed answer, a new failure has come with them: these tools can return confident judgments in their own voice, sometimes citing sources that do not support the claim, sometimes describing work that does not exist, and often without a clear author a reader can question."
   ],
   "launch_year_evidence": null,
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  },
  {
   "url": "https://europeanmorning.com/article/923084645-answer-engine-a-new-open-source-tool-for-ai-and-semantic-search-that-cites-its-sources-or-says-i-don-t-know",
   "title": "Answer Engine: A New Open-Source Tool for AI and Semantic Search That Cites Its Sources \u2014 or Says \"I Don't Know\"",
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   "engine": "Perplexity",
   "launch_year": null,
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   "category": null,
   "engine_evidence": [
    "Answer Engine: A New Open-Source Tool for AI and Semantic Search That Cites Its Sources \u2014 or Says \"I Don't Know\"",
    "As AI answer engines like Google's AI Overviews, Perplexity, ChatGPT, Copilot, and Gemini replace the list of links with a single composed answer, a new failure has come with them: these tools can return confident judgments in their own voice, sometimes citing sources that do not support the claim, sometimes describing work that does not exist, and often without a clear author a reader can question."
   ],
   "launch_year_evidence": null,
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  {
   "url": "https://europeanmorning.com/article/923084645-answer-engine-a-new-open-source-tool-for-ai-and-semantic-search-that-cites-its-sources-or-says-i-don-t-know",
   "title": "Answer Engine: A New Open-Source Tool for AI and Semantic Search That Cites Its Sources \u2014 or Says \"I Don't Know\"",
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   "engine_evidence": [
    "Answer Engine: A New Open-Source Tool for AI and Semantic Search That Cites Its Sources \u2014 or Says \"I Don't Know\"",
    "As AI answer engines like Google's AI Overviews, Perplexity, ChatGPT, Copilot, and Gemini replace the list of links with a single composed answer, a new failure has come with them: these tools can return confident judgments in their own voice, sometimes citing sources that do not support the claim, sometimes describing work that does not exist, and often without a clear author a reader can question."
   ],
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  },
  {
   "url": "https://europeanmorning.com/article/923084645-answer-engine-a-new-open-source-tool-for-ai-and-semantic-search-that-cites-its-sources-or-says-i-don-t-know",
   "title": "Answer Engine: A New Open-Source Tool for AI and Semantic Search That Cites Its Sources \u2014 or Says \"I Don't Know\"",
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   "engine": "Copilot",
   "launch_year": null,
   "status": null,
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   "category": null,
   "engine_evidence": [
    "Answer Engine: A New Open-Source Tool for AI and Semantic Search That Cites Its Sources \u2014 or Says \"I Don't Know\"",
    "As AI answer engines like Google's AI Overviews, Perplexity, ChatGPT, Copilot, and Gemini replace the list of links with a single composed answer, a new failure has come with them: these tools can return confident judgments in their own voice, sometimes citing sources that do not support the claim, sometimes describing work that does not exist, and often without a clear author a reader can question."
   ],
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  {
   "url": "https://europeanmorning.com/article/923084645-answer-engine-a-new-open-source-tool-for-ai-and-semantic-search-that-cites-its-sources-or-says-i-don-t-know",
   "title": "Answer Engine: A New Open-Source Tool for AI and Semantic Search That Cites Its Sources \u2014 or Says \"I Don't Know\"",
   "published_at": null,
   "engine": "Gemini",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "Answer Engine: A New Open-Source Tool for AI and Semantic Search That Cites Its Sources \u2014 or Says \"I Don't Know\"",
    "As AI answer engines like Google's AI Overviews, Perplexity, ChatGPT, Copilot, and Gemini replace the list of links with a single composed answer, a new failure has come with them: these tools can return confident judgments in their own voice, sometimes citing sources that do not support the claim, sometimes describing work that does not exist, and often without a clear author a reader can question."
   ],
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  },
  {
   "url": "https://extpose.com/ext/aookogakccicaoigoofnnmeclkignpdk/fr",
   "title": "Neeva AI Search on Extpose",
   "published_at": "2023-03-30T10:06:25",
   "engine": "Neeva AI Beta",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "# Neeva AI Search",
    "Chris HayesThe results are so far solid.",
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    "(If you don't see the AI, Neeva AI Beta may not have rolled out to your region yet)"
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "# Neeva AI Search",
    "Chris HayesThe results are so far solid.",
    "The AI explainer integration is cool.",
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   ],
   "region_evidence": null,
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  },
  {
   "url": "https://waterfox.com/releases/6.6.16",
   "title": "6.6.16 - Qwant becomes the default search engine - Waterfox Release",
   "published_at": "2026-07-07T00:00:00",
   "engine": "Qwant",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "6.6.16.1 Hotfix",
    "Waterfox 6.6.16.1 is a hotfix for the search rollout:",
    "Attempts to force Qwant AI answers/summaries to disabled by default.",
    "That arrangement is now in place - Waterfox has partnered with [Qwant](https://www.qwant.com), the independent, privacy-focused search engine based in Paris, and it is now the default search engine on all platforms."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "6.6.16.1 Hotfix",
    "Waterfox 6.6.16.1 is a hotfix for the search rollout:",
    "That arrangement is now in place - Waterfox has partnered with [Qwant](https://www.qwant.com), the independent, privacy-focused search engine based in Paris, and it is now the default search engine on all platforms."
   ],
   "region_evidence": null,
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  },
  {
   "url": "https://extpose.com/ext/aookogakccicaoigoofnnmeclkignpdk/de",
   "title": "Neeva AI Search on Extpose",
   "published_at": "2023-03-30T09:28:17",
   "engine": "Neeva AI Search",
   "launch_year": null,
   "status": "discontinued",
   "region": null,
   "category": null,
   "engine_evidence": [
    "# Neeva AI Search",
    "Description from extension meta",
    "Neeva AI Search f\u00fcr Chrome",
    "The AI explainer integration is cool."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "This extension is no longer available in the official store. Delisted on 2025-09-16.",
    "# Neeva AI Search",
    "### Extension Delisted"
   ],
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  },
  {
   "url": "https://rocketlauncher.ai/guides/answer-engine-optimization",
   "title": "Answer Engine Optimization (AEO): The 2026 Field Guide",
   "published_at": "2026-08-10T00:00:00",
   "engine": "ChatGPT (search mode)",
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    "The specialist for developers."
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   "category_evidence": null
  },
  {
   "url": "https://abit.ee/en/artificial-intelligence/google-search-ai-mode-gemini-35-flash-google-io-2026-ai-search-en",
   "title": "Google overhauled Search for the first time in 25 years: AI agents instead of links",
   "published_at": "2026-05-20T21:14:12",
   "engine": "AI Mode",
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   "status": "active",
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   "category": "AI search",
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    "# Google overhauled Search for the first time in 25 years: AI agents instead of links",
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    "# Google overhauled Search for the first time in 25 years: AI agents instead of links",
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   "category_evidence": [
    "# Google overhauled Search for the first time in 25 years: AI agents instead of links",
    "The line between \u201cregular search\u201d and \u201cAI search\u201d is essentially disappearing."
   ]
  },
  {
   "url": "https://nextomoro.com/perplexity",
   "title": "Perplexity",
   "published_at": "2026-04-27T16:34:52",
   "engine": "Perplexity",
   "launch_year": "2022",
   "status": "active",
   "region": null,
   "category": "search and answer engine",
   "engine_evidence": [
    "# Perplexity",
    "Perplexity is an American AI-powered search and answer-engine company founded in 2022 by former OpenAI researcher Aravind Srinivas",
    "The company is headquartered in San Francisco and develops the [Perplexity](https://www.perplexity.ai/?ref=nextomoro.com) AI-powered search product, the [Comet](https://www.perplexity.ai/comet?ref=nextomoro.com) AI-native browser, and other agentic-AI products."
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   "launch_year_evidence": [
    "# Perplexity",
    "Perplexity is an American AI-powered search and answer-engine company founded in 2022 by former OpenAI researcher Aravind Srinivas",
    "The product launched in December 2022, shortly after the public release of [ChatGPT](https://chatgpt.com/?ref=nextomoro.com), and quickly differentiated through its emphasis on cited sources and search-augmented generation."
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   "status_evidence": [
    "# Perplexity",
    "Perplexity is an American AI-powered search and answer-engine company founded in 2022 by former OpenAI researcher Aravind Srinivas",
    "- **Status:** Private. Series E-6 round at approximately $20 billion to $21 billion valuation as of early 2026."
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   "category_evidence": [
    "# Perplexity",
    "Perplexity is an American AI-powered search and answer-engine company founded in 2022 by former OpenAI researcher Aravind Srinivas",
    "- **Flagship products:**[Perplexity](https://www.perplexity.ai/?ref=nextomoro.com) (the AI-powered search and answer engine), [Comet](https://www.perplexity.ai/comet?ref=nextomoro.com) (the AI-native browser launched July 2025), Perplexity Pro (subscription tier), Pages (research-document creation), Spaces (collaborative AI workspace), Perplexity Sonar (in-house search-optimized model)."
   ]
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   "url": "https://inference.sh/apps/exa/search",
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   "status": null,
   "region": null,
   "category": null,
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   "url": "https://inference.sh/apps/exa/search",
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   "engine": "Exa search",
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   "status": null,
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   "status_evidence": null,
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   "url": "https://inference.sh/apps/exa/search",
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   "status_evidence": null,
   "region_evidence": null,
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  },
  {
   "url": "https://altcatalog.com/alternatives/phind",
   "title": "Phind Alternatives \u2014 Compared & Verified",
   "published_at": null,
   "engine": "Phind",
   "launch_year": null,
   "status": "discontinued",
   "region": null,
   "category": "AI answer engine for developers",
   "engine_evidence": [
    "# Alternatives to Phind",
    "Phind was discontinued in January 2026.",
    "Phind is an AI answer engine focused on developers and technical questions, returning cited answers and code."
   ],
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   "status_evidence": [
    "Phind was discontinued in January 2026."
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   "category_evidence": [
    "# Alternatives to Phind",
    " AI answer engine for developers",
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   ]
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   "url": "https://altcatalog.com/alternatives/phind",
   "title": "Phind Alternatives \u2014 Compared & Verified",
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   "engine": "Andi",
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   "category": "conversational AI search engine",
   "engine_evidence": [
    "## Ranked alternatives",
    "01",
    "Andi is a conversational AI search engine that answers questions directly with sources and no ads or tracking."
   ],
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   "status_evidence": [
    "The alternatives below are active products you can switch to."
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   "category_evidence": [
    "## Ranked alternatives",
    "Andi is a conversational AI search engine that answers questions directly with sources and no ads or tracking."
   ]
  },
  {
   "url": "https://altcatalog.com/alternatives/phind",
   "title": "Phind Alternatives \u2014 Compared & Verified",
   "published_at": null,
   "engine": "Felo",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": "multilingual AI search engine",
   "engine_evidence": [
    "## Ranked alternatives",
    "02",
    "Felo is a multilingual AI search engine that answers questions with cited sources and can generate visual outputs."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "The alternatives below are active products you can switch to."
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   "region_evidence": null,
   "category_evidence": [
    "## Ranked alternatives",
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   ]
  },
  {
   "url": "https://altcatalog.com/alternatives/phind",
   "title": "Phind Alternatives \u2014 Compared & Verified",
   "published_at": null,
   "engine": "Genspark",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": "AI search engine",
   "engine_evidence": [
    "## Ranked alternatives",
    "03",
    "Genspark is an AI search engine that generates custom summary pages (Sparkpages) with agents and citations."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "The alternatives below are active products you can switch to."
   ],
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   "category_evidence": [
    "## Ranked alternatives",
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   ]
  },
  {
   "url": "https://altcatalog.com/alternatives/phind",
   "title": "Phind Alternatives \u2014 Compared & Verified",
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   "engine": "iAsk",
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   "status": "active",
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   "category": "AI search engine",
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    "## Ranked alternatives",
    "04",
    "iAsk is an AI search engine that answers natural-language questions with sourced, structured responses."
   ],
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   "status_evidence": [
    "The alternatives below are active products you can switch to."
   ],
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   "category_evidence": [
    "## Ranked alternatives",
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  },
  {
   "url": "https://altcatalog.com/alternatives/phind",
   "title": "Phind Alternatives \u2014 Compared & Verified",
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   "engine": "Perplexica",
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   "category": "open-source, self-hostable AI answer engine",
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    "05",
    "Perplexica is an open-source, self-hostable AI answer engine (a Perplexity alternative) built on open models and SearxNG."
   ],
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   "status_evidence": [
    "The alternatives below are active products you can switch to."
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   "category_evidence": [
    "## Ranked alternatives",
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  },
  {
   "url": "https://altcatalog.com/alternatives/phind",
   "title": "Phind Alternatives \u2014 Compared & Verified",
   "published_at": null,
   "engine": "You.com",
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   "status": "active",
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   "engine_evidence": [
    "## Ranked alternatives",
    "06",
    "You.com is an AI search engine and assistant that answers queries with citations and multiple AI modes."
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    "## Ranked alternatives",
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  {
   "url": "https://searchengineland.com/neeva-shutting-down-427384",
   "title": "Neeva is shutting down its ads-free search engine",
   "published_at": "2023-05-22T14:53:06",
   "engine": "NeevaAI",
   "launch_year": "2023",
   "status": "discontinued",
   "region": null,
   "category": null,
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    "In January of this year, the company announced NeevaAI, a generative AI search product that answered queries with summaries and citations \u2013 beating both [Microsoft\u2019s New Bing launch](https://searchengineland.com/microsoft-bing-search-chatgpt-392789) (announced Feb. 7) and [Google\u2019s Search Generative Experience](https://searchengineland.com/new-google-search-generative-ai-experience-413533) (still hasn\u2019t launched publicly)."
   ],
   "launch_year_evidence": [
    "# Neeva is shutting down its ads-free search engine",
    "In January of this year, the company announced NeevaAI, a generative AI search product that answered queries with summaries and citations \u2013 beating both [Microsoft\u2019s New Bing launch](https://searchengineland.com/microsoft-bing-search-chatgpt-392789) (announced Feb. 7) and [Google\u2019s Search Generative Experience](https://searchengineland.com/new-google-search-generative-ai-experience-413533) (still hasn\u2019t launched publicly)."
   ],
   "status_evidence": [
    "# Neeva is shutting down its ads-free search engine",
    "Neeva will shut down June 2."
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  },
  {
   "url": "https://avpress.marketminute.com/article/abnewswire-2026-8-25-best-ai-search-optimization-agencies-ranked-in-dunstan-research-report",
   "title": "Best AI Search Optimization Agencies Ranked In Dunstan Research Report",
   "published_at": "2026-08-25T06:15:02",
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  },
  {
   "url": "https://avpress.marketminute.com/article/abnewswire-2026-8-25-best-ai-search-optimization-agencies-ranked-in-dunstan-research-report",
   "title": "Best AI Search Optimization Agencies Ranked In Dunstan Research Report",
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  },
  {
   "url": "https://sco.lt/8lg3QO",
   "title": "Hotel booking goes live in Google's AI Mode, flights still waiting | PhocusWire | eTourism Trends and News",
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   "category": null,
   "engine_evidence": [
    "## [ Hotel booking goes live in Google's AI Mode, flights still waiting | PhocusWire ](https://www.phocuswire.com/news/technology/google-ai-mode-hotel-booking-agentic-flights-loyalty?pk=pcww_email_newsletter_pcww-daily&oly_enc_id=1761D4062334J2F)",
    "Google is bringing direct hotel booking, Google Flights' price tracking and the option to view points or miles rates for flights and hotels to Search's AI Mode, moving from a U.S. pilot that began earlier this month to a full launch with partners including Alaska Airlines, American Airlines, Marriott International, Booking.com and Expedia Group."
   ],
   "launch_year_evidence": [
    "## [ Hotel booking goes live in Google's AI Mode, flights still waiting | PhocusWire ](https://www.phocuswire.com/news/technology/google-ai-mode-hotel-booking-agentic-flights-loyalty?pk=pcww_email_newsletter_pcww-daily&oly_enc_id=1761D4062334J2F)",
    "Google is bringing direct hotel booking, Google Flights' price tracking and the option to view points or miles rates for flights and hotels to Search's AI Mode, moving from a U.S. pilot that began earlier this month to a full launch with partners including Alaska Airlines, American Airlines, Marriott International, Booking.com and Expedia Group."
   ],
   "status_evidence": [
    "## [ Hotel booking goes live in Google's AI Mode, flights still waiting | PhocusWire ](https://www.phocuswire.com/news/technology/google-ai-mode-hotel-booking-agentic-flights-loyalty?pk=pcww_email_newsletter_pcww-daily&oly_enc_id=1761D4062334J2F)",
    "Google is bringing direct hotel booking, Google Flights' price tracking and the option to view points or miles rates for flights and hotels to Search's AI Mode, moving from a U.S. pilot that began earlier this month to a full launch with partners including Alaska Airlines, American Airlines, Marriott International, Booking.com and Expedia Group."
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  },
  {
   "url": "https://techjacksolutions.com/vendor/perplexity",
   "title": "Perplexity: funding, releases, security | TJS",
   "published_at": "2026-08-23T12:47:33",
   "engine": "Perplexity",
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   "status": "active",
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    "What they sell",
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    "What they sell",
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  },
  {
   "url": "https://askallchat.com/compare/kagi-assistant",
   "title": "Kagi Assistant vs AllChat (2026): Which One is Worth Paying For?",
   "published_at": "2026-05-28T00:00:00",
   "engine": "Kagi Search",
   "launch_year": "2022",
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "## Which one is right for you?",
    "### Choose Kagi Assistant if",
    "Kagi launched search in 2022, Assistant followed"
   ],
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    "## Which one is right for you?",
    "### Choose Kagi Assistant if",
    "Kagi launched search in 2022, Assistant followed"
   ],
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    "## Which one is right for you?",
    "### Choose Kagi Assistant if"
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  },
  {
   "url": "https://keenable.ai/blog/needle-the-benchmark-your-search-engine-can-t-memorize",
   "title": "NEEDLE: The benchmark your search engine can't memorize - Keenable.ai",
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   "status": "active",
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   "engine_evidence": [
    "## Existing benchmarks can't compare search engines",
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    "There are also AI search startups: Tavily, Parallel, Exa."
   ],
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   ],
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  },
  {
   "url": "https://keenable.ai/blog/needle-the-benchmark-your-search-engine-can-t-memorize",
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   ],
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   ],
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   ]
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   "url": "https://keenable.ai/blog/needle-the-benchmark-your-search-engine-can-t-memorize",
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   ],
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   ]
  },
  {
   "url": "https://keenable.ai/blog/needle-the-benchmark-your-search-engine-can-t-memorize",
   "title": "NEEDLE: The benchmark your search engine can't memorize - Keenable.ai",
   "published_at": "2026-08-27T00:00:00",
   "engine": "Exa",
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   ],
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   ],
   "region_evidence": null,
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    "## Existing benchmarks can't compare search engines",
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   ]
  },
  {
   "url": "https://en.namu.wiki/w/DuckDuckGo",
   "title": "DuckDuckGo",
   "published_at": "2026-05-21T07:14:25",
   "engine": "Duck.ai",
   "launch_year": "2025",
   "status": "active",
   "region": null,
   "category": "interactive artificial intelligence service",
   "engine_evidence": [
    "In 2025, [an interactive artificial intelligence](/w/%EB%8C%80%ED%99%94%ED%98%95%20%EC%9D%B8%EA%B3%B5%EC%A7%80%EB%8A%A5) service called Duck.ai was launched.",
    "3.8.Duck.ai"
   ],
   "launch_year_evidence": [
    "In 2025, [an interactive artificial intelligence](/w/%EB%8C%80%ED%99%94%ED%98%95%20%EC%9D%B8%EA%B3%B5%EC%A7%80%EB%8A%A5) service called Duck.ai was launched.",
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    "It uses GPT, Claude, Mistral, and Llama engines, and is proud to say that it does not collect any user information.",
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   "category_evidence": [
    "In 2025, [an interactive artificial intelligence](/w/%EB%8C%80%ED%99%94%ED%98%95%20%EC%9D%B8%EA%B3%B5%EC%A7%80%EB%8A%A5) service called Duck.ai was launched.",
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  },
  {
   "url": "https://smartsbusinesswire.com/article/923084645-answer-engine-a-new-open-source-tool-for-ai-and-semantic-search-that-cites-its-sources-or-says-i-don-t-know",
   "title": "Answer Engine: A New Open-Source Tool for AI and Semantic Search That Cites Its Sources \u2014 or Says \"I Don't Know\"",
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   "engine_evidence": [
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    "As AI answer engines like Google's AI Overviews, Perplexity, ChatGPT, Copilot, and Gemini replace the list of links with a single composed answer, a new failure has come with them: these tools can return confident judgments in their own voice, sometimes citing sources that do not support the claim, sometimes describing work that does not exist, and often without a clear author a reader can question."
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   "title": "Answer Engine: A New Open-Source Tool for AI and Semantic Search That Cites Its Sources \u2014 or Says \"I Don't Know\"",
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   "url": "https://smartsbusinesswire.com/article/923084645-answer-engine-a-new-open-source-tool-for-ai-and-semantic-search-that-cites-its-sources-or-says-i-don-t-know",
   "title": "Answer Engine: A New Open-Source Tool for AI and Semantic Search That Cites Its Sources \u2014 or Says \"I Don't Know\"",
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    "As AI answer engines like Google's AI Overviews, Perplexity, ChatGPT, Copilot, and Gemini replace the list of links with a single composed answer, a new failure has come with them: these tools can return confident judgments in their own voice, sometimes citing sources that do not support the claim, sometimes describing work that does not exist, and often without a clear author a reader can question."
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   "url": "https://smartsbusinesswire.com/article/923084645-answer-engine-a-new-open-source-tool-for-ai-and-semantic-search-that-cites-its-sources-or-says-i-don-t-know",
   "title": "Answer Engine: A New Open-Source Tool for AI and Semantic Search That Cites Its Sources \u2014 or Says \"I Don't Know\"",
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   "url": "https://smartsbusinesswire.com/article/923084645-answer-engine-a-new-open-source-tool-for-ai-and-semantic-search-that-cites-its-sources-or-says-i-don-t-know",
   "title": "Answer Engine: A New Open-Source Tool for AI and Semantic Search That Cites Its Sources \u2014 or Says \"I Don't Know\"",
   "published_at": null,
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    "As AI answer engines like Google's AI Overviews, Perplexity, ChatGPT, Copilot, and Gemini replace the list of links with a single composed answer, a new failure has come with them: these tools can return confident judgments in their own voice, sometimes citing sources that do not support the claim, sometimes describing work that does not exist, and often without a clear author a reader can question."
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   "launch_year_evidence": null,
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  {
   "url": "https://ailearningguides.com/google-search-ai-mode-information-agents-2026",
   "title": "Google Search AI Mode Hits 1B Users, Adds Information Agents",
   "published_at": "2026-05-20T01:46:22",
   "engine": "Google AI Mode",
   "launch_year": "2026",
   "status": "active",
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   "engine_evidence": [
    "# Google Search AI Mode Hits 1B Users, Adds Information Agents",
    "Google used I/O 2026 to ship the biggest reinvention of its Search product since the original page launched in 1998.",
    "AI Mode, the conversational layer built on Gemini, is now the default for everyone globally \u00e2\u20ac\u201d running on the freshly-announced Gemini 3.5 Flash model \u00e2\u20ac\u201d and has crossed one billion monthly users.",
    "| Capability | Google AI Mode | ChatGPT Search | Perplexity Pro | You.com Pro |"
   ],
   "launch_year_evidence": [
    "# Google Search AI Mode Hits 1B Users, Adds Information Agents",
    "Google used I/O 2026 to ship the biggest reinvention of its Search product since the original page launched in 1998."
   ],
   "status_evidence": [
    "# Google Search AI Mode Hits 1B Users, Adds Information Agents",
    "AI Mode is live globally as of May 19, 2026."
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   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://ailearningguides.com/google-search-ai-mode-information-agents-2026",
   "title": "Google Search AI Mode Hits 1B Users, Adds Information Agents",
   "published_at": "2026-05-20T01:46:22",
   "engine": "ChatGPT Search",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "# Google Search AI Mode Hits 1B Users, Adds Information Agents",
    "Multimodal input becomes standard.",
    "| Capability | Google AI Mode | ChatGPT Search | Perplexity Pro | You.com Pro |"
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "# Google Search AI Mode Hits 1B Users, Adds Information Agents",
    "| Capability | Google AI Mode | ChatGPT Search | Perplexity Pro | You.com Pro |"
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://ailearningguides.com/google-search-ai-mode-information-agents-2026",
   "title": "Google Search AI Mode Hits 1B Users, Adds Information Agents",
   "published_at": "2026-05-20T01:46:22",
   "engine": "Perplexity Pro",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "# Google Search AI Mode Hits 1B Users, Adds Information Agents",
    "Multimodal input becomes standard.",
    "| Capability | Google AI Mode | ChatGPT Search | Perplexity Pro | You.com Pro |"
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "# Google Search AI Mode Hits 1B Users, Adds Information Agents",
    "| Capability | Google AI Mode | ChatGPT Search | Perplexity Pro | You.com Pro |"
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://ailearningguides.com/google-search-ai-mode-information-agents-2026",
   "title": "Google Search AI Mode Hits 1B Users, Adds Information Agents",
   "published_at": "2026-05-20T01:46:22",
   "engine": "You.com Pro",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "# Google Search AI Mode Hits 1B Users, Adds Information Agents",
    "Multimodal input becomes standard.",
    "| Capability | Google AI Mode | ChatGPT Search | Perplexity Pro | You.com Pro |"
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "# Google Search AI Mode Hits 1B Users, Adds Information Agents",
    "| Capability | Google AI Mode | ChatGPT Search | Perplexity Pro | You.com Pro |"
   ],
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  },
  {
   "url": "https://news.ycombinator.com/item?id=49480382",
   "title": "I hear the argument here, but isn't it possible it has dramatically more knowled...",
   "published_at": "2026-08-28T15:52:33",
   "engine": "Kagi",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "When I messed with it I used Kagi's search and I didn't have that issue (not claiming they're the best, they're the only one I tried)."
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://news.ycombinator.com/item?id=49480382",
   "title": "I hear the argument here, but isn't it possible it has dramatically more knowled...",
   "published_at": "2026-08-28T15:52:33",
   "engine": "Parallel.ai",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "Try Parallel.ai (no affiliation)."
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "http://cnet.com/tech/services-and-software/if-you-want-to-ditch-google-search-try-these-5-other-search-engines-now",
   "title": "Ditch Google Search for One of These 5 Other Free Search Engines",
   "published_at": "2026-08-22T11:00:00",
   "engine": "DuckAssist",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "# Ditch Google Search for One of These 5 Other Free Search Engines",
    "## DuckDuckGo",
    "Now it offers tools like an [App Tracking Protection](https://www.cnet.com/tech/services-and-software/duckduckgos-app-tracking-protection-is-now-out-of-beta/) for Android users, its own [VPN](https://www.cnet.com/tech/services-and-software/duckduckgo-offers-a-vpn-and-more-in-new-privacy-subscription-service/) \u2014 that [our experts said](https://www.cnet.com/tech/services-and-software/duckduckgo-subscription-hands-on/) was great for general privacy and streaming \u2014 and an AI tool called [DuckAssist](https://www.cnet.com/tech/services-and-software/try-duckduckgos-new-ai-feature-duckassist-now-for-free/)."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "# Ditch Google Search for One of These 5 Other Free Search Engines",
    "## DuckDuckGo",
    "Now it offers tools like an [App Tracking Protection](https://www.cnet.com/tech/services-and-software/duckduckgos-app-tracking-protection-is-now-out-of-beta/) for Android users, its own [VPN](https://www.cnet.com/tech/services-and-software/duckduckgo-offers-a-vpn-and-more-in-new-privacy-subscription-service/) \u2014 that [our experts said](https://www.cnet.com/tech/services-and-software/duckduckgo-subscription-hands-on/) was great for general privacy and streaming \u2014 and an AI tool called [DuckAssist](https://www.cnet.com/tech/services-and-software/try-duckduckgos-new-ai-feature-duckassist-now-for-free/)."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "http://cnet.com/tech/services-and-software/if-you-want-to-ditch-google-search-try-these-5-other-search-engines-now",
   "title": "Ditch Google Search for One of These 5 Other Free Search Engines",
   "published_at": "2026-08-22T11:00:00",
   "engine": "Flash Answers",
   "launch_year": null,
   "status": "active",
   "region": "French",
   "category": "search engine",
   "engine_evidence": [
    "# Ditch Google Search for One of These 5 Other Free Search Engines",
    "## Qwant",
    "You should know that Qwant has integrated AI into its engine in what it calls Flash Answers."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "# Ditch Google Search for One of These 5 Other Free Search Engines",
    "## Qwant",
    "You should know that Qwant has integrated AI into its engine in what it calls Flash Answers."
   ],
   "region_evidence": [
    "# Ditch Google Search for One of These 5 Other Free Search Engines",
    "## Qwant",
    "This French-based search engine [writes online](https://about.qwant.com/en/?pk_vid=d6560d6fa63fac871779371001adf121) it doesn\u2019t retain your search data or sell your personal data, making it a good alternative to Google."
   ],
   "category_evidence": [
    "# Ditch Google Search for One of These 5 Other Free Search Engines",
    "## Qwant",
    "This French-based search engine [writes online](https://about.qwant.com/en/?pk_vid=d6560d6fa63fac871779371001adf121) it doesn\u2019t retain your search data or sell your personal data, making it a good alternative to Google."
   ]
  },
  {
   "url": "https://etcentric.org/dia-the-browser-company-is-testing-a-new-ai-environment",
   "title": "Dia: The Browser Company Is Testing a New AI Environment - ETCentric",
   "published_at": "2025-05-28T11:00:52",
   "engine": "Arc Search",
   "launch_year": "2024",
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "In February 2024 it debuted Arc Search."
   ],
   "launch_year_evidence": [
    "In February 2024 it debuted Arc Search."
   ],
   "status_evidence": [
    "In February 2024 it debuted Arc Search."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://seroundtable.com/video-08-21-2026-41915.html?utm_src=newsraid.com",
   "title": "Video: Google Unleashed The August 2026 Spam Update, Gemini 3.7 Powers AI Mode, Google and Microsoft Ads News and More",
   "published_at": "2026-08-21T12:01:00",
   "engine": "Yahoo Scout",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "Search News Buzz Video Recap: Google Unleashed The August 2026 Spam Update, Gemini 3.7 Powers AI Mode, Google and Microsoft Ads News & More",
    "Sponsor: Yahoo Scout is an AI answer engine built for people who need answers."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "Search News Buzz Video Recap: Google Unleashed The August 2026 Spam Update, Gemini 3.7 Powers AI Mode, Google and Microsoft Ads News & More",
    "Try it today at [Scout.com](https://scout.yahoo.com/)."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://teacherandtask.com/blog/perplexity-explained-how-ai-search-beats-google",
   "title": "Perplexity Explained: How AI Search Actually Beats Google",
   "published_at": "2026-05-16T12:02:48",
   "engine": "Perplexity",
   "launch_year": "2022",
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "# Perplexity Explained: How AI Search Actually Beats Google",
    "In 2022, a small company called Perplexity launched a different product.",
    "| **Perplexity** | Perplexity AI | Research, homework, technical, cited answers | The cleanest dedicated AI search product |"
   ],
   "launch_year_evidence": [
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    "In 2022, a small company called Perplexity launched a different product."
   ],
   "status_evidence": [
    "# Perplexity Explained: How AI Search Actually Beats Google",
    "By mid 2026, Perplexity has tens of millions of users, a multi billion dollar valuation, a browser of its own, and has quietly become the default search for an entire class of queries that Google used to own."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://felo.ai/blog/tags/comparison",
   "title": "9 posts tagged with \"comparison\" | Felo Search Blog",
   "published_at": "2026-04-21T07:15:18",
   "engine": "Felo AI Search",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "# 9 posts tagged with \"comparison\"",
    "Felo AI Search vs. HIX AI Search: A Comprehensive Comparison & Alternative",
    "Felo AI Search, a new AI-powered search engine from Felo Inc., offers a compelling alternative to Google Search."
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://felo.ai/blog/tags/comparison",
   "title": "9 posts tagged with \"comparison\" | Felo Search Blog",
   "published_at": "2026-04-21T07:15:18",
   "engine": "HIX AI Search",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "# 9 posts tagged with \"comparison\"",
    "Felo AI Search vs. HIX AI Search: A Comprehensive Comparison & Alternative",
    "Compare Felo AI Search with HIX AI Search, highlighting why Felo stands out."
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://felo.ai/blog/tags/comparison",
   "title": "9 posts tagged with \"comparison\" | Felo Search Blog",
   "published_at": "2026-04-21T07:15:18",
   "engine": "GenSpark",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "# 9 posts tagged with \"comparison\"",
    "Felo vs GenSpark vs Perplexity: Comparison of AI Search Tools",
    "This article compares Felo AI Search, GenSpark, and Perplexity, highlighting Felo's unique cross-language capabilities."
   ],
   "launch_year_evidence": null,
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   "category_evidence": null
  },
  {
   "url": "https://felo.ai/blog/tags/comparison",
   "title": "9 posts tagged with \"comparison\" | Felo Search Blog",
   "published_at": "2026-04-21T07:15:18",
   "engine": "Perplexity",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "# 9 posts tagged with \"comparison\"",
    "Felo vs GenSpark vs Perplexity: Comparison of AI Search Tools",
    "This article compares Felo AI Search, GenSpark, and Perplexity, highlighting Felo's unique cross-language capabilities."
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://felo.ai/blog/tags/comparison",
   "title": "9 posts tagged with \"comparison\" | Felo Search Blog",
   "published_at": "2026-04-21T07:15:18",
   "engine": "Semantic Scholar",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "# 9 posts tagged with \"comparison\"",
    "Felo AI Academic Search vs. Semantic Scholar: A Comparative Analysis &Alternative",
    "This blog post offers a comparative analysis of Felo AI Academic Search and Semantic Scholar, highlighting the unique features and strengths of each platform."
   ],
   "launch_year_evidence": null,
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  },
  {
   "url": "https://felo.ai/blog/tags/comparison",
   "title": "9 posts tagged with \"comparison\" | Felo Search Blog",
   "published_at": "2026-04-21T07:15:18",
   "engine": "Brave Search",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "# 9 posts tagged with \"comparison\"",
    "Felo AI Search vs. Brave Search: A Comprehensive Comparison & Alternative",
    "This blog post offers a comprehensive comparison between Felo AI Search and Brave Search, emphasizing the advantages of Felo AI Search."
   ],
   "launch_year_evidence": null,
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   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://felo.ai/blog/tags/comparison",
   "title": "9 posts tagged with \"comparison\" | Felo Search Blog",
   "published_at": "2026-04-21T07:15:18",
   "engine": "Komo Search",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "# 9 posts tagged with \"comparison\"",
    "Felo AI Search vs. Komo Search: Comparison & Alternative",
    "This blog post provides an in-depth comparison between Felo AI Search and Komo Search, highlighting how Felo AI Search stands out with its cross-lingual capabilities, academic research tools, and advanced AI integration."
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://felo.ai/blog/tags/comparison",
   "title": "9 posts tagged with \"comparison\" | Felo Search Blog",
   "published_at": "2026-04-21T07:15:18",
   "engine": "Monica Search",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "# 9 posts tagged with \"comparison\"",
    "Felo AI Search vs. Monica Search: Comparison & Alternative",
    "Monica Search focuses on browser integration and customization."
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://theworldnewswire.com/article/923084645-answer-engine-a-new-open-source-tool-for-ai-and-semantic-search-that-cites-its-sources-or-says-i-don-t-know",
   "title": "Answer Engine: A New Open-Source Tool for AI and Semantic Search That Cites Its Sources \u2014 or Says \"I Don't Know\"",
   "published_at": null,
   "engine": "Google's AI Overviews",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "# Answer Engine: A New Open-Source Tool for AI and Semantic Search That Cites Its Sources \u2014 or Says \"I Don't Know\"",
    "As AI answer engines like Google's AI Overviews, Perplexity, ChatGPT, Copilot, and Gemini replace the list of links with a single composed answer, a new failure has come with them: these tools can return confident judgments in their own voice, sometimes citing sources that do not support the claim, sometimes describing work that does not exist, and often without a clear author a reader can question."
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
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  },
  {
   "url": "https://theworldnewswire.com/article/923084645-answer-engine-a-new-open-source-tool-for-ai-and-semantic-search-that-cites-its-sources-or-says-i-don-t-know",
   "title": "Answer Engine: A New Open-Source Tool for AI and Semantic Search That Cites Its Sources \u2014 or Says \"I Don't Know\"",
   "published_at": null,
   "engine": "Perplexity",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "# Answer Engine: A New Open-Source Tool for AI and Semantic Search That Cites Its Sources \u2014 or Says \"I Don't Know\"",
    "As AI answer engines like Google's AI Overviews, Perplexity, ChatGPT, Copilot, and Gemini replace the list of links with a single composed answer, a new failure has come with them: these tools can return confident judgments in their own voice, sometimes citing sources that do not support the claim, sometimes describing work that does not exist, and often without a clear author a reader can question."
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
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  },
  {
   "url": "https://aipedia.wiki/compare/perplexity-vs-you-com",
   "title": "Perplexity vs You.com",
   "published_at": null,
   "engine": "Perplexity",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "# Perplexity vs You.com",
    "Honest head-to-head of Perplexity and You.com as of April 2026.",
    "1. [![Perplexity logo](/logos/tools/perplexity.png)\n**PerplexityWinner**AI search engine with cited answers, a Pro-tier model switcher across GPT, Claude, Gemini, and more, Deep Research exports, Perplexity Computer, and the Comet browser."
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   "url": "https://aipedia.wiki/compare/perplexity-vs-you-com",
   "title": "Perplexity vs You.com",
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    "# Perplexity vs You.com",
    "Honest head-to-head of Perplexity and You.com as of April 2026.",
    "2. [![You.com logo](/logos/tools/you-com.png)\n**You.com**AI search company that completed its pivot to a developer-API platform."
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  },
  {
   "url": "https://aitrendtool.com/tools/kagi",
   "title": "Kagi Review 2026: Ad-Free Search Pricing & AI Features | AITrendTool",
   "published_at": "2026-07-11T00:00:00",
   "engine": "Kagi",
   "launch_year": null,
   "status": "active",
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   "category": "AI search",
   "engine_evidence": [
    "# Kagi",
    "Paid, ad-free search engine with an AI assistant, universal summarizer, and translator layered on top of independent search results",
    "Kagi is a paid, ad-free search engine that adds AI features \u2014 Kagi Assistant, Universal Summarizer, and Kagi Translate \u2014 on top of independent, non-tracking search results."
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   "status_evidence": [
    "# Kagi",
    "Paid, ad-free search engine with an AI assistant, universal summarizer, and translator layered on top of independent search results",
    "Verified JUL 11, 2026 PAID Live"
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   "category_evidence": [
    "# Kagi",
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    "Kagi is a paid, ad-free search engine that adds AI features \u2014 Kagi Assistant, Universal Summarizer, and Kagi Translate \u2014 on top of independent, non-tracking search results."
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   "url": "https://en.ai-pedias.com/category/ai-search",
   "title": "Best AI Search Engines in 2026: 10 Tools Compared",
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    "# Best AI Search Engines in 2026",
    "Compare AI-powered search engines like Perplexity AI and Genspark.",
    "| Tool | Rating | Starting price | Platforms |",
    "| [Perplexity AI](/tools/perplexity) | 4.3/5 | Free plan (basic search) | Web, iOS, Android |"
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   "url": "https://en.ai-pedias.com/category/ai-search",
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    "# Best AI Search Engines in 2026",
    "Compare AI-powered search engines like Perplexity AI and Genspark.",
    "| Tool | Rating | Starting price | Platforms |",
    "| [Genspark](/tools/genspark) | 4/5 | Free (basic features) | Web, iOS, Android |"
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    "# Best AI Search Engines in 2026",
    "| Tool | Rating | Starting price | Platforms |",
    "| [You.com](/tools/you-com) | 3.9/5 | Free plan | Web, iOS, Android |"
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   "url": "https://en.ai-pedias.com/category/ai-search",
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    "# Best AI Search Engines in 2026",
    "| Tool | Rating | Starting price | Platforms |",
    "| [Felo](/tools/felo) | 4/5 | Free plan | Web, iOS, Android |"
   ],
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   "url": "https://en.ai-pedias.com/category/ai-search",
   "title": "Best AI Search Engines in 2026: 10 Tools Compared",
   "published_at": null,
   "engine": "Arc Search",
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   "engine_evidence": [
    "# Best AI Search Engines in 2026",
    "| Tool | Rating | Starting price | Platforms |",
    "| [Arc Search](/tools/arc-search) | 4/5 | Completely free | iOS, Android |"
   ],
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  {
   "url": "https://en.ai-pedias.com/category/ai-search",
   "title": "Best AI Search Engines in 2026: 10 Tools Compared",
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    "# Best AI Search Engines in 2026",
    "| Tool | Rating | Starting price | Platforms |",
    "| [Exa](/tools/exa-search) | 4/5 | Free plan (1,000 requests/month) | API |"
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   "url": "https://en.ai-pedias.com/category/ai-search",
   "title": "Best AI Search Engines in 2026: 10 Tools Compared",
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   "engine_evidence": [
    "# Best AI Search Engines in 2026",
    "| Tool | Rating | Starting price | Platforms |",
    "| [Kagi Search](/tools/kagi-search) | 4.3/5 | Free (100 searches/month) | Web, iOS, Android |"
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   "url": "https://en.ai-pedias.com/category/ai-search",
   "title": "Best AI Search Engines in 2026: 10 Tools Compared",
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   "engine": "Brave Search",
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   "engine_evidence": [
    "# Best AI Search Engines in 2026",
    "| Tool | Rating | Starting price | Platforms |",
    "| [Brave Search](/tools/brave-search) | 4.1/5 | Free (with ads) | Web, iOS, Android |"
   ],
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   "url": "https://en.ai-pedias.com/category/ai-search",
   "title": "Best AI Search Engines in 2026: 10 Tools Compared",
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   "engine": "Tavily",
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    "# Best AI Search Engines in 2026",
    "| Tool | Rating | Starting price | Platforms |",
    "| [Tavily](/tools/tavily) | 4.2/5 | Free (1,000 credits/month) | API, Python SDK |"
   ],
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   "url": "https://en.ai-pedias.com/category/ai-search",
   "title": "Best AI Search Engines in 2026: 10 Tools Compared",
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   "engine": "ChatGPT Atlas",
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    "# Best AI Search Engines in 2026",
    "| Tool | Rating | Starting price | Platforms |",
    "| [ChatGPT Atlas](/tools/chatgpt-atlas) | 4.6/5 | Free (base browser) | macOS, Windows, iOS |"
   ],
   "launch_year_evidence": null,
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  },
  {
   "url": "https://yro.slashdot.org/story/23/05/20/199256/neeva-is-shutting-down-its-privacy-first-ad-free-495-a-month-search-engine",
   "title": "Neeva is Shutting Down Its Privacy-First, Ad-Free $4.95-a-Month Search Engine - Slashdot",
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   "engine": "Neeva",
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   "engine_evidence": [
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    "Today long-time Slashdot reader [imcdona](/~imcdona) brings the news that \"Neeva\" is now shutting down."
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   "status_evidence": [
    "Neeva is Shutting Down Its Privacy-First, Ad-Free $4.95-a-Month Search Engine",
    "Today long-time Slashdot reader [imcdona](/~imcdona) brings the news that \"Neeva\" is now shutting down."
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  },
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   "url": "https://ts2.tech/en/google-ai-mode-unleashed-inside-the-new-ai-search-revolution",
   "title": "Google AI Mode Unleashed: Inside the New AI Search Revolution",
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    "By May 2025, Google \u201cgraduated\u201d AI Mode from Labs and started rolling it out to all English-speaking users in the U.S."
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  },
  {
   "url": "https://ts2.tech/en/google-ai-mode-unleashed-inside-the-new-ai-search-revolution",
   "title": "Google AI Mode Unleashed: Inside the New AI Search Revolution",
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   "engine_evidence": [
    "It builds on the success of Google\u2019s earlier AI features \u2013 *AI Overviews* (the AI-generated summaries introduced in 2024) \u2013 which drove a 10% increase in Google usage for complex queries in major markets"
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    "It builds on the success of Google\u2019s earlier AI features \u2013 *AI Overviews* (the AI-generated summaries introduced in 2024) \u2013 which drove a 10% increase in Google usage for complex queries in major markets"
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   "url": "https://ts2.tech/en/google-ai-mode-unleashed-inside-the-new-ai-search-revolution",
   "title": "Google AI Mode Unleashed: Inside the New AI Search Revolution",
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   "engine": "Bing Chat",
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   "engine_evidence": [
    "Microsoft took the search world by surprise in early 2023 by launching an AI-chatbot integrated into Bing, powered by OpenAI\u2019s GPT-4 model.",
    "Google AI Mode vs. Other AI-Powered Search Tools"
   ],
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   ],
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    "Microsoft eventually added a direct Bing Chat mode in its mobile app and made it a central part of the Bing experience, so both are converging on making AI a front-and-center feature of search.",
    "Google AI Mode vs. Other AI-Powered Search Tools"
   ],
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  },
  {
   "url": "https://ts2.tech/en/google-ai-mode-unleashed-inside-the-new-ai-search-revolution",
   "title": "Google AI Mode Unleashed: Inside the New AI Search Revolution",
   "published_at": "2025-07-06T08:24:59",
   "engine": "Copilot Search",
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   "status": "renamed",
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   "category": null,
   "engine_evidence": [
    "(Notably, Microsoft tested a similar concept called \u201cDeep Search\u201d in Bing in 2023, which was later rebranded as Copilot Search [searchengineland.com](https://searchengineland.com/google-ai-mode-us-searchers-455654#:~:text=Deep%20Search,it%20Copilot%20Search%20in%20Bing), indicating an industry-wide trend toward AI-driven research tools.)",
    "Google AI Mode vs. Other AI-Powered Search Tools"
   ],
   "launch_year_evidence": [
    "(Notably, Microsoft tested a similar concept called \u201cDeep Search\u201d in Bing in 2023, which was later rebranded as Copilot Search [searchengineland.com](https://searchengineland.com/google-ai-mode-us-searchers-455654#:~:text=Deep%20Search,it%20Copilot%20Search%20in%20Bing), indicating an industry-wide trend toward AI-driven research tools.)",
    "Google AI Mode vs. Other AI-Powered Search Tools"
   ],
   "status_evidence": [
    "(Notably, Microsoft tested a similar concept called \u201cDeep Search\u201d in Bing in 2023, which was later rebranded as Copilot Search [searchengineland.com](https://searchengineland.com/google-ai-mode-us-searchers-455654#:~:text=Deep%20Search,it%20Copilot%20Search%20in%20Bing), indicating an industry-wide trend toward AI-driven research tools.)",
    "Google AI Mode vs. Other AI-Powered Search Tools"
   ],
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   "category_evidence": null
  },
  {
   "url": "https://ts2.tech/en/google-ai-mode-unleashed-inside-the-new-ai-search-revolution",
   "title": "Google AI Mode Unleashed: Inside the New AI Search Revolution",
   "published_at": "2025-07-06T08:24:59",
   "engine": "Perplexity AI",
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    "Google AI Mode vs. Other AI-Powered Search Tools"
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  },
  {
   "url": "https://theaidownside.com/posts/voices-the-disappearing-features.html",
   "title": "\u2018Comet Has Been Gutted\u2019: A Week of Paid AI Features Quietly Disappearing",
   "published_at": "2026-08-24T00:00:00",
   "engine": "Perplexity",
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   "engine_evidence": [
    "\u201c\u2018Comet Has Been Gutted\u2019: A Week of Paid AI Features Quietly Disappearing\u201d",
    "The epicentre was Perplexity, but the pattern rhymed elsewhere.",
    "The clearest single grievance was about Comet, Perplexity\u2019s agentic browser, which many users treated as the main reason to subscribe."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "\u201c\u2018Comet Has Been Gutted\u2019: A Week of Paid AI Features Quietly Disappearing\u201d",
    "The epicentre was Perplexity, but the pattern rhymed elsewhere.",
    "Perplexity users spent the week watching a browser, a usage meter and their favourite models vanish from a plan they already pay for."
   ],
   "region_evidence": null,
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  },
  {
   "url": "https://klymentiev.com/blog/best-free-llm-2026",
   "title": "Best Free LLM in 2026: Chat Interfaces + Free API Tiers Ranked (Gemini, Claude, ChatGPT, DeepSeek, Groq, Mistral)",
   "published_at": "2026-05-10T00:00:00",
   "engine": "Perplexity AI",
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    "# Best Free LLM 2026: Chat + Free API Tiers Ranked",
    "Free chat interfaces (no API setup)",
    "| Service | Free model access | Daily cap | Signup? |",
    "| Perplexity AI | Mix of frontier models for search | Unlimited searches | No |"
   ],
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  },
  {
   "url": "https://en.wikipedia.org/wiki/AI%20Overviews",
   "title": "AI Overviews",
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   "engine": "AI Overviews",
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   "engine_evidence": [
    "AI Overviews is an artificial intelligence (AI) feature integrated into Google Search that produces AI-generated responses at the top of search results.",
    "AI Overviews were first introduced as part of Google's Search Generative Experience ( SGE), which was unveiled at the Google I/O conference in 10-11 May 2023.",
    "In 13-14 May 2024 at Google I/O 2024, the feature was rebranded as AI Overviews and launched in the United States."
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   "launch_year_evidence": [
    "AI Overviews is an artificial intelligence (AI) feature integrated into Google Search that produces AI-generated responses at the top of search results.",
    "AI Overviews were first introduced as part of Google's Search Generative Experience ( SGE), which was unveiled at the Google I/O conference in 10-11 May 2023."
   ],
   "status_evidence": [
    "AI Overviews is an artificial intelligence (AI) feature integrated into Google Search that produces AI-generated responses at the top of search results.",
    "As of May 2025, AI Overviews are available in over 200 countries and territories and in more than 40 languages\u2014every country except Cuba, Iran, and mainland China."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://en.wikipedia.org/wiki/AI%20Overviews",
   "title": "AI Overviews",
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   "engine": "AI Mode",
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   "engine_evidence": [
    "AI Overviews is an artificial intelligence (AI) feature integrated into Google Search that produces AI-generated responses at the top of search results.",
    "In March 2025, Google started testing an \" AI Mode \", where the search results page is AI-generated."
   ],
   "launch_year_evidence": [
    "AI Overviews is an artificial intelligence (AI) feature integrated into Google Search that produces AI-generated responses at the top of search results.",
    "In March 2025, Google started testing an \" AI Mode \", where the search results page is AI-generated."
   ],
   "status_evidence": [
    "AI Overviews is an artificial intelligence (AI) feature integrated into Google Search that produces AI-generated responses at the top of search results.",
    "In March 2025, Google started testing an \" AI Mode \", where the search results page is AI-generated."
   ],
   "region_evidence": null,
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  },
  {
   "url": "https://newsbreak.com/engadget-384829691/4852745490051-google-brings-trip-planning-features-to-search-s-ai-mode",
   "title": "Google Brings Trip-Planning Features To Search's AI Mode - NewsBreak",
   "published_at": "2026-08-27T16:04:10",
   "engine": "AI Mode in Search",
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   "status": "active",
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   "engine_evidence": [
    "Technology",
    "Google Brings Trip-Planning Features To Search's AI Mode",
    "Google is bringing a few trip planning features to [AI Mode in Search](https://www.engadget.com/2216707/google-ai-mode-now-integrates-with-canva-youtube-music-and-instacart/) starting today."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "Technology",
    "Google Brings Trip-Planning Features To Search's AI Mode",
    "The company says this feature is now live in all locations and languages where AI Mode is available, except for countries and territories in the European Economic Area."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://translate.google.com/website?client=srp&hl=es&sl=en&tl=es&u=https://www.linkedin.com/company/perplexity-ai?trk%3Dsimilar-pages",
   "title": "Perplexity | LinkedIn",
   "published_at": "2026-08-25T15:10:38",
   "engine": "Perplexity",
   "launch_year": "2022",
   "status": "active",
   "region": "San Francisco, California",
   "category": "answer engine",
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   ],
   "launch_year_evidence": [
    "# Perplexity",
    "Founded 2022"
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   "status_evidence": [
    "# Perplexity",
    "Today we\u2019re launching Portable Computer on [NVIDIA](https://www-linkedin-com.translate.goog/company/nvidia?trk=organization_guest_main-feed-card-text&_x_tr_sl=en&_x_tr_tl=es&_x_tr_hl=es&_x_tr_pto=tc) DGX Spark."
   ],
   "region_evidence": [
    "# Perplexity",
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   "category_evidence": [
    "# Perplexity",
    "The most powerful answer engine.",
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   ]
  },
  {
   "url": "https://slashdot.org/software/ai-search-engines",
   "title": "Best AI Search Engines in 2026",
   "published_at": null,
   "engine": "Gist",
   "launch_year": "2025",
   "status": "announced",
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   "engine_evidence": [
    "Compare the Top AI Search Engines using the curated list below to find the Best AI Search Engines for your needs.",
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   ],
   "launch_year_evidence": [
    "Compare the Top AI Search Engines using the curated list below to find the Best AI Search Engines for your needs.",
    "We are seeking a select group of friends and early adopters to experience Gist and share their insights as we prepare for our public launch in early 2025."
   ],
   "status_evidence": [
    "Compare the Top AI Search Engines using the curated list below to find the Best AI Search Engines for your needs.",
    "We are seeking a select group of friends and early adopters to experience Gist and share their insights as we prepare for our public launch in early 2025."
   ],
   "region_evidence": null,
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  },
  {
   "url": "https://europeanglobe.com/article/923084645-answer-engine-a-new-open-source-tool-for-ai-and-semantic-search-that-cites-its-sources-or-says-i-don-t-know",
   "title": "Answer Engine: A New Open-Source Tool for AI and Semantic Search That Cites Its Sources \u2014 or Says \"I Don't Know\"",
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   "engine": "Google's AI Overviews",
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    "Launched by ex-Google executives, the privacy-focused search startup set out to redefine search\u2014without ads, tracking, or data collection.",
    "Yet, despite raising millions and delivering a well-received product, **Neeva shut down on June 2, 2023**.",
    "Neeva",
    "# AI Search Engine"
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://citedbyai.info/platform-specific-citation-guidance",
   "title": "Platform-Specific Citation Guidance: How Each of the Five AI Platforms Actually Works",
   "published_at": "2026-05-18T00:00:00",
   "engine": "ChatGPT (Search)",
   "launch_year": "2023",
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "Platform-Specific Citation Guidance: How Each of the Five AI Platforms Actually Works",
    "ChatGPT (Search)",
    "ChatGPT (Search)\n\nBing-aligned, transitioning\n\nUsed Bing's index as its primary search infrastructure from October 2023."
   ],
   "launch_year_evidence": [
    "Platform-Specific Citation Guidance: How Each of the Five AI Platforms Actually Works",
    "ChatGPT (Search)",
    "Used Bing's index as its primary search infrastructure from October 2023."
   ],
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://andiai.com",
   "title": "Andi AI \u2014 Search for the Next Generation",
   "published_at": "2026-05-04T00:00:00",
   "engine": "Andi AI",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "# Andi AI Search.",
    "Andi AI is Search for the Next Generation."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "# Andi AI Search.",
    "Andi AI is Search for the Next Generation."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://agenticsearch.cloud/posts/best-cheapest-exa-alternatives",
   "title": "9 APIs Compared \u2022 Agentic Search",
   "published_at": "2026-08-04T00:00:00",
   "engine": "Perplexity Sonar",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "The cheapest Exa alternatives in 2026 are **Keirolabs** and **Serper**.",
    "## 8. Perplexity Sonar"
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "The cheapest Exa alternatives in 2026 are **Keirolabs** and **Serper**.",
    "## 8. Perplexity Sonar"
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://ai.miraheze.org/wiki/GenSpark",
   "title": "GenSpark - Learn AI",
   "published_at": "2026-06-15T02:52:03",
   "engine": "GenSpark",
   "launch_year": "2024",
   "status": "renamed",
   "region": null,
   "category": null,
   "engine_evidence": [
    "# GenSpark",
    "GenSpark launched publicly in June 2024 as an AI-powered search engine."
   ],
   "launch_year_evidence": [
    "# GenSpark",
    "GenSpark launched publicly in June 2024 as an AI-powered search engine."
   ],
   "status_evidence": [
    "# GenSpark",
    "Originally launched in June 2024 as an AI-powered search engine that generated custom research pages called Sparkpages in response to user queries, the platform underwent a significant strategic pivot in April 2025, repositioning itself as an autonomous agentic AI workspace for knowledge workers."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://fixaeo.com/blogs/can-deepseek-search-the-web",
   "title": "Can DeepSeek Search the Web? How Smart Search Works",
   "published_at": "2026-08-15T00:00:00",
   "engine": "Search / Smart Search",
   "launch_year": "2025",
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "Can DeepSeek Search the Web? How Smart Search Works",
    "# Can DeepSeek Search the Web? How Smart Search Works",
    "In DeepSeek's consumer web and mobile products, enable **Search** or **Smart Search** before sending a prompt."
   ],
   "launch_year_evidence": [
    "# Can DeepSeek Search the Web? How Smart Search Works"
   ],
   "status_evidence": [
    "Short answer: **yes, DeepSeek can search the web**.",
    "# Can DeepSeek Search the Web? How Smart Search Works",
    "Yes, DeepSeek can search the web and cite sources."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://rankite.com/blog/alternative-search-engines-to-google",
   "title": "Alternative Search Engines to Google: The 2026 Guide",
   "published_at": "2026-05-29T00:00:00",
   "engine": "ChatGPT",
   "launch_year": "2023",
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "# Alternative Search Engines to Google: The 2026 Guide",
    "The best alternative search engines to Google in 2026 are Bing, DuckDuckGo, Brave Search, Startpage, Kagi, and Ecosia for traditional web search, plus a new category of AI answer engines like ChatGPT, Perplexity, and Google AI Overviews.",
    "According to UBS analysts cited by Reuters in 2023, ChatGPT hit 100 million users within two months of launch, making it the fastest-growing consumer app at the time."
   ],
   "launch_year_evidence": [
    "# Alternative Search Engines to Google: The 2026 Guide",
    "According to UBS analysts cited by Reuters in 2023, ChatGPT hit 100 million users within two months of launch, making it the fastest-growing consumer app at the time."
   ],
   "status_evidence": [
    "# Alternative Search Engines to Google: The 2026 Guide",
    "The best alternative search engines to Google in 2026 are Bing, DuckDuckGo, Brave Search, Startpage, Kagi, and Ecosia for traditional web search, plus a new category of AI answer engines like ChatGPT, Perplexity, and Google AI Overviews."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://rankite.com/blog/alternative-search-engines-to-google",
   "title": "Alternative Search Engines to Google: The 2026 Guide",
   "published_at": "2026-05-29T00:00:00",
   "engine": "Perplexity",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "# Alternative Search Engines to Google: The 2026 Guide",
    "The best alternative search engines to Google in 2026 are Bing, DuckDuckGo, Brave Search, Startpage, Kagi, and Ecosia for traditional web search, plus a new category of AI answer engines like ChatGPT, Perplexity, and Google AI Overviews."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "# Alternative Search Engines to Google: The 2026 Guide",
    "The best alternative search engines to Google in 2026 are Bing, DuckDuckGo, Brave Search, Startpage, Kagi, and Ecosia for traditional web search, plus a new category of AI answer engines like ChatGPT, Perplexity, and Google AI Overviews."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://rankite.com/blog/alternative-search-engines-to-google",
   "title": "Alternative Search Engines to Google: The 2026 Guide",
   "published_at": "2026-05-29T00:00:00",
   "engine": "Google AI Overviews",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "# Alternative Search Engines to Google: The 2026 Guide",
    "The best alternative search engines to Google in 2026 are Bing, DuckDuckGo, Brave Search, Startpage, Kagi, and Ecosia for traditional web search, plus a new category of AI answer engines like ChatGPT, Perplexity, and Google AI Overviews."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "# Alternative Search Engines to Google: The 2026 Guide",
    "The best alternative search engines to Google in 2026 are Bing, DuckDuckGo, Brave Search, Startpage, Kagi, and Ecosia for traditional web search, plus a new category of AI answer engines like ChatGPT, Perplexity, and Google AI Overviews."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://glasp.co/articles/ai-search-vs-google",
   "title": "The End of Google? How AI Search Is Rewriting the Rules for Writers, Readers, and the Open Web | Glasp",
   "published_at": "2026-04-18T00:00:00",
   "engine": "Google AI Overviews / AI Mode",
   "launch_year": "2024",
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "AI",
    "# The End of Google? How AI Search Is Rewriting the Rules for Writers, Readers, and the Open Web",
    "The lay of the land as of April 2026:",
    "| Product | Launched | Underlying model(s) | Citation behavior | Scale (approx) |",
    "| Google AI Overviews / AI Mode | May 2024 (US); global rollout 2025 | Gemini family | Inline links, expandable sources; not every answer cites | Hundreds of millions of daily searches surfaced with AI summaries |"
   ],
   "launch_year_evidence": [
    "AI",
    "# The End of Google? How AI Search Is Rewriting the Rules for Writers, Readers, and the Open Web",
    "The lay of the land as of April 2026:",
    "| Product | Launched | Underlying model(s) | Citation behavior | Scale (approx) |",
    "| Google AI Overviews / AI Mode | May 2024 (US); global rollout 2025 | Gemini family | Inline links, expandable sources; not every answer cites | Hundreds of millions of daily searches surfaced with AI summaries |"
   ],
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://glasp.co/articles/ai-search-vs-google",
   "title": "The End of Google? How AI Search Is Rewriting the Rules for Writers, Readers, and the Open Web | Glasp",
   "published_at": "2026-04-18T00:00:00",
   "engine": "ChatGPT Search",
   "launch_year": "2024",
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "AI",
    "# The End of Google? How AI Search Is Rewriting the Rules for Writers, Readers, and the Open Web",
    "The lay of the land as of April 2026:",
    "| Product | Launched | Underlying model(s) | Citation behavior | Scale (approx) |",
    "| ChatGPT Search | Oct 31, 2024 (Plus/Team), free tier early 2025 | GPT-4o / GPT-5 family | Footnote-style citations, prominent \"sources\" sidebar | 500M+ weekly ChatGPT users (OpenAI, 2025) |"
   ],
   "launch_year_evidence": [
    "AI",
    "# The End of Google? How AI Search Is Rewriting the Rules for Writers, Readers, and the Open Web",
    "The lay of the land as of April 2026:",
    "| Product | Launched | Underlying model(s) | Citation behavior | Scale (approx) |",
    "| ChatGPT Search | Oct 31, 2024 (Plus/Team), free tier early 2025 | GPT-4o / GPT-5 family | Footnote-style citations, prominent \"sources\" sidebar | 500M+ weekly ChatGPT users (OpenAI, 2025) |"
   ],
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://glasp.co/articles/ai-search-vs-google",
   "title": "The End of Google? How AI Search Is Rewriting the Rules for Writers, Readers, and the Open Web | Glasp",
   "published_at": "2026-04-18T00:00:00",
   "engine": "OpenAI Atlas",
   "launch_year": "2025",
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "AI",
    "# The End of Google? How AI Search Is Rewriting the Rules for Writers, Readers, and the Open Web",
    "The lay of the land as of April 2026:",
    "| Product | Launched | Underlying model(s) | Citation behavior | Scale (approx) |",
    "| OpenAI Atlas (browser) | Late 2025 | Same as ChatGPT | ChatGPT sidebar on any page; cites when answering | Early adoption, growing |"
   ],
   "launch_year_evidence": [
    "AI",
    "# The End of Google? How AI Search Is Rewriting the Rules for Writers, Readers, and the Open Web",
    "The lay of the land as of April 2026:",
    "| Product | Launched | Underlying model(s) | Citation behavior | Scale (approx) |",
    "| OpenAI Atlas (browser) | Late 2025 | Same as ChatGPT | ChatGPT sidebar on any page; cites when answering | Early adoption, growing |"
   ],
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://glasp.co/articles/ai-search-vs-google",
   "title": "The End of Google? How AI Search Is Rewriting the Rules for Writers, Readers, and the Open Web | Glasp",
   "published_at": "2026-04-18T00:00:00",
   "engine": "Perplexity",
   "launch_year": "2022",
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "AI",
    "# The End of Google? How AI Search Is Rewriting the Rules for Writers, Readers, and the Open Web",
    "The lay of the land as of April 2026:",
    "| Product | Launched | Underlying model(s) | Citation behavior | Scale (approx) |",
    "| Perplexity | Public 2022; AI-answer focus since 2023 | Mix (in-house + hosted) | Strong citation culture, inline footnotes | ~500M queries/month mid-2025 |"
   ],
   "launch_year_evidence": [
    "AI",
    "# The End of Google? How AI Search Is Rewriting the Rules for Writers, Readers, and the Open Web",
    "The lay of the land as of April 2026:",
    "| Product | Launched | Underlying model(s) | Citation behavior | Scale (approx) |",
    "| Perplexity | Public 2022; AI-answer focus since 2023 | Mix (in-house + hosted) | Strong citation culture, inline footnotes | ~500M queries/month mid-2025 |"
   ],
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://glasp.co/articles/ai-search-vs-google",
   "title": "The End of Google? How AI Search Is Rewriting the Rules for Writers, Readers, and the Open Web | Glasp",
   "published_at": "2026-04-18T00:00:00",
   "engine": "Claude web search",
   "launch_year": "2025",
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "AI",
    "# The End of Google? How AI Search Is Rewriting the Rules for Writers, Readers, and the Open Web",
    "The lay of the land as of April 2026:",
    "| Product | Launched | Underlying model(s) | Citation behavior | Scale (approx) |",
    "| Claude web search | March 2025 (paid) | Claude 3.5/4 | Structured citations with URLs | Anthropic doesn't publish MAU; growing via enterprise |"
   ],
   "launch_year_evidence": [
    "AI",
    "# The End of Google? How AI Search Is Rewriting the Rules for Writers, Readers, and the Open Web",
    "The lay of the land as of April 2026:",
    "| Product | Launched | Underlying model(s) | Citation behavior | Scale (approx) |",
    "| Claude web search | March 2025 (paid) | Claude 3.5/4 | Structured citations with URLs | Anthropic doesn't publish MAU; growing via enterprise |"
   ],
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://glasp.co/articles/ai-search-vs-google",
   "title": "The End of Google? How AI Search Is Rewriting the Rules for Writers, Readers, and the Open Web | Glasp",
   "published_at": "2026-04-18T00:00:00",
   "engine": "Microsoft Copilot / Bing",
   "launch_year": "2023",
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "AI",
    "# The End of Google? How AI Search Is Rewriting the Rules for Writers, Readers, and the Open Web",
    "The lay of the land as of April 2026:",
    "| Product | Launched | Underlying model(s) | Citation behavior | Scale (approx) |",
    "| Microsoft Copilot / Bing | 2023 onward | GPT-4o / GPT-5 family | Inline citations | Steady minority share; Edge integration |"
   ],
   "launch_year_evidence": [
    "AI",
    "# The End of Google? How AI Search Is Rewriting the Rules for Writers, Readers, and the Open Web",
    "The lay of the land as of April 2026:",
    "| Product | Launched | Underlying model(s) | Citation behavior | Scale (approx) |",
    "| Microsoft Copilot / Bing | 2023 onward | GPT-4o / GPT-5 family | Inline citations | Steady minority share; Edge integration |"
   ],
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://engadget.com/2245553/google-brings-trip-planning-features-to-search-ai-mode",
   "title": "Google Brings Trip-Planning Features To Search's AI Mode",
   "published_at": "2026-08-27T16:04:10",
   "engine": "AI Mode in Search",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "# Google brings trip-planning features to Search's AI Mode",
    "Google is bringing a few trip planning features to [AI Mode in Search](https://www.engadget.com/2216707/google-ai-mode-now-integrates-with-canva-youtube-music-and-instacart/) starting today."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "# Google brings trip-planning features to Search's AI Mode",
    "Google is bringing a few trip planning features to [AI Mode in Search](https://www.engadget.com/2216707/google-ai-mode-now-integrates-with-canva-youtube-music-and-instacart/) starting today.",
    "The company says this feature is now live in all locations and languages where AI Mode is available, except for countries and territories in the European Economic Area."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://freepressjournal.in/tech/nvidia-in-talks-to-invest-in-perplexity-at-30-billion-plus-valuation-report",
   "title": "Nvidia In Talks To Invest In Perplexity At $30 Billion+ Valuation: Report",
   "published_at": "2026-08-24T04:05:40",
   "engine": "Perplexity",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "# Nvidia In Talks To Invest In Perplexity At $30 Billion+ Valuation: Report",
    "Nvidia is reportedly in talks to invest in AI search startup Perplexity in a funding round that could value it above $30 billion."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "# Nvidia In Talks To Invest In Perplexity At $30 Billion+ Valuation: Report",
    "The company's valuation has climbed rapidly since 2023, when it was valued at just over $121 million, driven by investor enthusiasm for AI-powered search and answer engines."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://ppc.land/you-cant-turn-off-ai-search-heres-what-actually-works-on-10-engines",
   "title": "You can't turn off AI search? Here's what actually works on 10 engines",
   "published_at": "2026-06-06T15:23:36",
   "engine": "Ask Brave",
   "launch_year": "2025",
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "You can't turn off AI search? Here's what actually works on 10 engines",
    "[Brave launched Ask Brave on September 29, 2025](https://ppc.land/brave-launches-ask-brave-combining-search-and-ai-chat-in-single-interface/), merging traditional search with an AI chat interface accessible from the homepage and at the top of results pages."
   ],
   "launch_year_evidence": [
    "You can't turn off AI search? Here's what actually works on 10 engines",
    "[Brave launched Ask Brave on September 29, 2025](https://ppc.land/brave-launches-ask-brave-combining-search-and-ai-chat-in-single-interface/), merging traditional search with an AI chat interface accessible from the homepage and at the top of results pages."
   ],
   "status_evidence": [
    "You can't turn off AI search? Here's what actually works on 10 engines",
    "[Brave launched Ask Brave on September 29, 2025](https://ppc.land/brave-launches-ask-brave-combining-search-and-ai-chat-in-single-interface/), merging traditional search with an AI chat interface accessible from the homepage and at the top of results pages."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://ppc.land/you-cant-turn-off-ai-search-heres-what-actually-works-on-10-engines",
   "title": "You can't turn off AI search? Here's what actually works on 10 engines",
   "published_at": "2026-06-06T15:23:36",
   "engine": "Perplexity",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "You can't turn off AI search? Here's what actually works on 10 engines",
    "**Perplexity** is architecturally different from the other engines in this list."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "You can't turn off AI search? Here's what actually works on 10 engines",
    "**Perplexity** is architecturally different from the other engines in this list."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://aitrendtool.com/stats/ai-graveyard",
   "title": "The AI Graveyard (2026) \u2014 13 Documented AI Tool Shutdowns | AITrendTool",
   "published_at": "2026-07-05T00:00:00",
   "engine": "Phind",
   "launch_year": null,
   "status": "discontinued",
   "region": null,
   "category": null,
   "engine_evidence": [
    "# The AI Graveyard",
    "## The log",
    "| Tool | Category | What it did | | Evidence |",
    "| Phind # | Developer search | AI answer engine for developers that combined web search with code-tuned models. Shut down 2026-01-16, roughly a month after raising a $10M Series A; Pro subscribers got prorated refunds, and user data was deleted after an export window to 2026-01-30. phind.com was unreachable to our checker on 2026-07-05. | Jan 16, 2026 | [ IntelligentTools (shutdown post-mortem) ](https://intelligenttools.co/blog/improved-phind-shutdown-post) |"
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "# The AI Graveyard",
    "## The log",
    "| Tool | Category | What it did | | Evidence |",
    "| Phind # | Developer search | AI answer engine for developers that combined web search with code-tuned models. Shut down 2026-01-16, roughly a month after raising a $10M Series A; Pro subscribers got prorated refunds, and user data was deleted after an export window to 2026-01-30. phind.com was unreachable to our checker on 2026-07-05. | Jan 16, 2026 | [ IntelligentTools (shutdown post-mortem) ](https://intelligenttools.co/blog/improved-phind-shutdown-post) |"
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://aitrendtool.com/stats/ai-graveyard",
   "title": "The AI Graveyard (2026) \u2014 13 Documented AI Tool Shutdowns | AITrendTool",
   "published_at": "2026-07-05T00:00:00",
   "engine": "Neeva",
   "launch_year": null,
   "status": "discontinued",
   "region": null,
   "category": null,
   "engine_evidence": [
    "# The AI Graveyard",
    "## The log",
    "| Tool | Category | What it did | | Evidence |",
    "| Neeva # | Search engine | Ad-free subscription search engine with early generative-AI answers, founded by ex-Google ad executives. Shutdown announced 2023-05-20; consumer search closed 2023-06-02. Snowflake acquired the team and technology for a reported $185M; co-founder Sridhar Ramaswamy later became Snowflake's CEO. | Jun 2, 2023 | [ SiliconANGLE ](https://siliconangle.com/2023/05/21/google-search-competitor-neeva-shuts-focus-enterprise/) |"
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "# The AI Graveyard",
    "## The log",
    "| Tool | Category | What it did | | Evidence |",
    "| Neeva # | Search engine | Ad-free subscription search engine with early generative-AI answers, founded by ex-Google ad executives. Shutdown announced 2023-05-20; consumer search closed 2023-06-02. Snowflake acquired the team and technology for a reported $185M; co-founder Sridhar Ramaswamy later became Snowflake's CEO. | Jun 2, 2023 | [ SiliconANGLE ](https://siliconangle.com/2023/05/21/google-search-competitor-neeva-shuts-focus-enterprise/) |"
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://aibusinessweekly.net/p/how-to-use-perplexity",
   "title": "How to Use Perplexity AI in 2026: The Complete Guide",
   "published_at": "2026-07-25T19:00:00",
   "engine": "Perplexity",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "How to Use Perplexity AI in 2026: The Complete Guide for Researchers and Business Professionals",
    "Perplexity is not a chatbot.",
    "It is an answer engine - and that distinction changes how you use it."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "How to Use Perplexity AI in 2026: The Complete Guide for Researchers and Business Professionals",
    "Perplexity AI is an answer engine available at [perplexity.ai](https://www.perplexity.ai) and via iOS and Android apps."
   ],
   "region_evidence": null,
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   "url": "https://rajibhalderofficial.wordpress.com/2026/08/20/ai-seo-in-2026-how-search-is-changing",
   "title": "AI SEO in 2026: How Search Is Changing and What Businesses Should Do",
   "published_at": "2026-08-20T00:00:00",
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    "Discover how AI is changing SEO in 2026, including AI Overviews, AI search citations, search intent, E-E-A-T, technical SEO, AI content, and practical strategies for businesses.",
    "ChatGPT search takes a different interface approach, but the underlying shift is similar: a user can ask a natural-language question and receive an answer accompanied by web sources.",
    "OpenAI made ChatGPT search broadly available in February 2025."
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    "Discover how AI is changing SEO in 2026, including AI Overviews, AI search citations, search intent, E-E-A-T, technical SEO, AI content, and practical strategies for businesses.",
    "ChatGPT search takes a different interface approach, but the underlying shift is similar: a user can ask a natural-language question and receive an answer accompanied by web sources.",
    "OpenAI made ChatGPT search broadly available in February 2025."
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    "Discover how AI is changing SEO in 2026, including AI Overviews, AI search citations, search intent, E-E-A-T, technical SEO, AI content, and practical strategies for businesses.",
    "ChatGPT search takes a different interface approach, but the underlying shift is similar: a user can ask a natural-language question and receive an answer accompanied by web sources.",
    "OpenAI made ChatGPT search broadly available in February 2025."
   ],
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  },
  {
   "url": "https://digitaljournal.com/pr/news/access-newswire/ai-search-engineers-no-1-1999512127.html",
   "title": "AI Search Engineers, the No. 1 AI Search Results Engineering Agency in the USA, Releases Perplexity AI Search Guide for Professional Service Businesses Identifying the Citation-Based Signals That Determine Whether Businesses Appear in Perplexity Recommendations",
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    "# AI Search Engineers, the No. 1 AI Search Results Engineering Agency in the USA, Releases Perplexity AI Search Guide for Professional Service Businesses Identifying the Citation-Based Signals That Determine Whether Businesses Appear in Perplexity Recommendations",
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   "status_evidence": [
    "# AI Search Engineers, the No. 1 AI Search Results Engineering Agency in the USA, Releases Perplexity AI Search Guide for Professional Service Businesses Identifying the Citation-Based Signals That Determine Whether Businesses Appear in Perplexity Recommendations",
    "Perplexity AI has emerged as one of the fastest-growing AI search platforms in the professional service buyer segment, used by the research-forward, high-intent buyers who cross-reference multiple AI platforms before making professional service decisions."
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   "url": "https://theimpactfulglobalindian.com/articles/genspark-s-2-6-billion-valuation-shows-the-ai-funding-frenzy-isn-t-slowing",
   "title": "How Genspark Went From $0 to $2.6 Billion in Under Two Years \u2014 and What It Reveals About the AI Funding Frenzy \u2014 TIGI",
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   "engine_evidence": [
    "## The Company Nobody Was Watching Just Became Worth $2.6 Billion",
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    "## The Company Nobody Was Watching Just Became Worth $2.6 Billion",
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    "## The Company Nobody Was Watching Just Became Worth $2.6 Billion",
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  },
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   "url": "https://help.mistral.ai/en/articles/424369-browse-the-web-with-le-chat",
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    "Le Chat is powerful, but like all [LLMs](https://help.mistral.ai/en/articles/424368-whats-a-large-language-model-llm) \ud83d\udd0e, it\u2019s trained on data **up to a specific point in time** (known as its \u201cknowledge cutoff\u201d).",
    "\ud83d\udd11 Web search solves this by letting le Chat **browse the internet in real time** to bring you up-to-date answers and verified sources."
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   "status_evidence": [
    "Le Chat is powerful, but like all [LLMs](https://help.mistral.ai/en/articles/424368-whats-a-large-language-model-llm) \ud83d\udd0e, it\u2019s trained on data **up to a specific point in time** (known as its \u201cknowledge cutoff\u201d).",
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   "url": "https://smbandme.com/article/923084645-answer-engine-a-new-open-source-tool-for-ai-and-semantic-search-that-cites-its-sources-or-says-i-don-t-know",
   "title": "Answer Engine: A New Open-Source Tool for AI and Semantic Search That Cites Its Sources \u2014 or Says \"I Don't Know\"",
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    "As AI answer engines like Google's AI Overviews, Perplexity, ChatGPT, Copilot, and Gemini replace the list of links with a single composed answer, a new failure has come with them: these tools can return confident judgments in their own voice, sometimes citing sources that do not support the claim, sometimes describing work that does not exist, and often without a clear author a reader can question."
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   "title": "Answer Engine: A New Open-Source Tool for AI and Semantic Search That Cites Its Sources \u2014 or Says \"I Don't Know\"",
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    "As AI answer engines like Google's AI Overviews, Perplexity, ChatGPT, Copilot, and Gemini replace the list of links with a single composed answer, a new failure has come with them: these tools can return confident judgments in their own voice, sometimes citing sources that do not support the claim, sometimes describing work that does not exist, and often without a clear author a reader can question."
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   "url": "https://smbandme.com/article/923084645-answer-engine-a-new-open-source-tool-for-ai-and-semantic-search-that-cites-its-sources-or-says-i-don-t-know",
   "title": "Answer Engine: A New Open-Source Tool for AI and Semantic Search That Cites Its Sources \u2014 or Says \"I Don't Know\"",
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    "Answer Engine: A New Open-Source Tool for AI and Semantic Search That Cites Its Sources \u2014 or Says \"I Don't Know\"",
    "As AI answer engines like Google's AI Overviews, Perplexity, ChatGPT, Copilot, and Gemini replace the list of links with a single composed answer, a new failure has come with them: these tools can return confident judgments in their own voice, sometimes citing sources that do not support the claim, sometimes describing work that does not exist, and often without a clear author a reader can question."
   ],
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   "url": "https://smbandme.com/article/923084645-answer-engine-a-new-open-source-tool-for-ai-and-semantic-search-that-cites-its-sources-or-says-i-don-t-know",
   "title": "Answer Engine: A New Open-Source Tool for AI and Semantic Search That Cites Its Sources \u2014 or Says \"I Don't Know\"",
   "published_at": null,
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    "As AI answer engines like Google's AI Overviews, Perplexity, ChatGPT, Copilot, and Gemini replace the list of links with a single composed answer, a new failure has come with them: these tools can return confident judgments in their own voice, sometimes citing sources that do not support the claim, sometimes describing work that does not exist, and often without a clear author a reader can question."
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   "url": "https://smbandme.com/article/923084645-answer-engine-a-new-open-source-tool-for-ai-and-semantic-search-that-cites-its-sources-or-says-i-don-t-know",
   "title": "Answer Engine: A New Open-Source Tool for AI and Semantic Search That Cites Its Sources \u2014 or Says \"I Don't Know\"",
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   "engine": "Gemini",
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    "Answer Engine: A New Open-Source Tool for AI and Semantic Search That Cites Its Sources \u2014 or Says \"I Don't Know\"",
    "As AI answer engines like Google's AI Overviews, Perplexity, ChatGPT, Copilot, and Gemini replace the list of links with a single composed answer, a new failure has come with them: these tools can return confident judgments in their own voice, sometimes citing sources that do not support the claim, sometimes describing work that does not exist, and often without a clear author a reader can question."
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  {
   "url": "https://beginnersinai.org/whats-new-perplexity-2026",
   "title": "What\u2019s New in Perplexity 2026: Comet Browser, Deep Research",
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    "What\u2019s New in Perplexity 2026: Comet Browser, Deep Research",
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    "What\u2019s New in Perplexity 2026: Comet Browser, Deep Research",
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  },
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   "url": "https://beginnersinai.org/whats-new-perplexity-2026",
   "title": "What\u2019s New in Perplexity 2026: Comet Browser, Deep Research",
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    "What\u2019s New in Perplexity 2026: Comet Browser, Deep Research",
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    "What\u2019s New in Perplexity 2026: Comet Browser, Deep Research",
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    "What\u2019s New in Perplexity 2026: Comet Browser, Deep Research",
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   "url": "https://blog.kagi.com/assistant-for-all",
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   "status": "active",
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    "![Kagi Assistant: No training on user data. Combines top LLMs with optional results from Kagi Search. Privacy by default.](https://kagifeedback.org/assets/files/2025-04-17/1744906692-864216-image.png)",
    "Since its launch, Kagi Assistant has been a favorite for many users as it allows access to world top large language models, grounded in Kagi Search, all in one place in one beautiful user interface - and all that for +$15/mo upgrade from our Professional plan that provides unlimited Kagi Search."
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   "status_evidence": [
    "![Kagi Assistant: No training on user data. Combines top LLMs with optional results from Kagi Search. Privacy by default.](https://kagifeedback.org/assets/files/2025-04-17/1744906692-864216-image.png)",
    "Today, we're excited to announce that [Kagi Assistant](https://kagi.com/assistant) is now available to all users across all plans, expanding from its previous exclusivity to [Ultimate](https://kagi.com/signup?plan_id=ultimate) subscribers, as an added value to all Kagi customers, without increasing the price."
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   "region_evidence": null,
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  },
  {
   "url": "https://about.geekpark.net/eric-jing-the-all-in-one-that-matters-isn-t-features-it-s-context",
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  },
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   "url": "https://unitedkingdomonlinenews.com/article/923084645-answer-engine-a-new-open-source-tool-for-ai-and-semantic-search-that-cites-its-sources-or-says-i-don-t-know",
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    "As AI answer engines like Google's AI Overviews, Perplexity, ChatGPT, Copilot, and Gemini replace the list of links with a single composed answer, a new failure has come with them: these tools can return confident judgments in their own voice, sometimes citing sources that do not support the claim, sometimes describing work that does not exist, and often without a clear author a reader can question."
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   "url": "https://asmiai.xyz/compare/perplexity-comet-vs-you-com",
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   "status_evidence": [
    "Perplexity Comet vs You.com \u2014 Which is Better in 2026?",
    "**Quick Verdict:** Perplexity Comet edges ahead with a 4.6/5 rating vs You.com's 4.2/5."
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  },
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   "url": "https://asmiai.xyz/compare/perplexity-comet-vs-you-com",
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   "engine_evidence": [
    "Perplexity Comet vs You.com \u2014 Which is Better in 2026?",
    "| Feature | Perplexity Comet | You.com |",
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    "Perplexity Comet vs You.com \u2014 Which is Better in 2026?",
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  },
  {
   "url": "https://aofirs.org/ai-research-tools",
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   "url": "https://aofirs.org/ai-research-tools",
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   "url": "https://aofirs.org/ai-research-tools",
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    "**Leading tools**: Perplexity, ChatGPT Search, Google Gemini, Microsoft Copilot, You.com",
    "| **ChatGPT Search** | General assistant + search | \u2705 Limited | \u2705 | \u2705 (Bing) | Multi-step reasoning, general productivity |"
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   "launch_year_evidence": null,
   "status_evidence": [
    "AI Search & Research Tools (2026) | Best AI Search Engines & Research Assistants",
    "**ChatGPT Search** offers strong general-purpose search integrated with ChatGPT's conversational interface."
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   "region_evidence": null,
   "category_evidence": null
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   "launch_year_evidence": null,
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   "region_evidence": null,
   "category_evidence": null
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   "launch_year_evidence": null,
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   "launch_year_evidence": null,
   "status_evidence": [
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   "region_evidence": null,
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   "title": "AI Search & Research Tools (2026) | Best AI Search Engines & Research Assistants | AI Tools DevPro",
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   "engine": "Consensus",
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   "status": "active",
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   "launch_year_evidence": null,
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   "launch_year_evidence": null,
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   "launch_year_evidence": null,
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   "published_at": null,
   "engine": "NotebookLM",
   "launch_year": null,
   "status": "renamed",
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    "AI Search & Research Tools (2026) | Best AI Search Engines & Research Assistants",
    "**Leading tools**: Consensus, Elicit, Scite, Semantic Scholar, NotebookLM (Gemini Notebook)",
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   "launch_year_evidence": null,
   "status_evidence": [
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   "title": "AI Search & Research Tools (2026) | Best AI Search Engines & Research Assistants | AI Tools DevPro",
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   "engine": "Phind",
   "launch_year": null,
   "status": "active",
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   "category": null,
   "engine_evidence": [
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    "**Leading tools**: Phind, Exa, Sourcegraph Cody, Claude Code, Cursor",
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   "launch_year_evidence": null,
   "status_evidence": [
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   "engine": "Exa",
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    "**Leading tools**: Phind, Exa, Sourcegraph Cody, Claude Code, Cursor",
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   "launch_year_evidence": null,
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   "status": "active",
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    "**Leading tools**: Glean, Microsoft 365 Copilot Search, Notion AI, Google Gemini (enterprise)",
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   "title": "Regional AI Answer Engines: Which Sources DeepSeek, Qwen, Naver, Yandex and Le Chat Actually Cite - MaxAEO Blog",
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    "## The regional engine map: who owns which market",
    "| Naver AI Briefing | Korea | 812 | 6.0 | 94% | 71% | 4% |"
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    "## The regional engine map: who owns which market",
    "| South Korea | Naver AI Briefing and Cue:, CLOVA X, Kakao's assistant | Yes \u2014 Naver-internal first |"
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    "## The regional engine map: who owns which market",
    "| Russia and CIS | Yandex Alice with Neuro, Sber GigaChat | Yes \u2014 Yandex organic index |"
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   "title": "Regional AI Answer Engines: Which Sources DeepSeek, Qwen, Naver, Yandex and Le Chat Actually Cite - MaxAEO Blog",
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    "## The regional engine map: who owns which market",
    "| France and francophone EU | Le Chat (Mistral) | Yes \u2014 third-party search API plus licensed news |"
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    "## The regional engine map: who owns which market",
    "| China | Doubao (ByteDance), DeepSeek, Qwen via Quark (Alibaba), Ernie (Baidu), Kimi (Moonshot) | Yes, except DeepSeek without search enabled |"
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    "## The regional engine map: who owns which market",
    "| China | Doubao (ByteDance), DeepSeek, Qwen via Quark (Alibaba), Ernie (Baidu), Kimi (Moonshot) | Yes, except DeepSeek without search enabled |"
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   "url": "https://internal-search.workmagic.io/updates",
   "title": "What\u2019s New in DuckDuckGo",
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    "As AI answer engines like Google's AI Overviews, Perplexity, ChatGPT, Copilot, and Gemini replace the list of links with a single composed answer, a new failure has come with them: these tools can return confident judgments in their own voice, sometimes citing sources that do not support the claim, sometimes describing work that does not exist, and often without a clear author a reader can question."
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    "As AI answer engines like Google's AI Overviews, Perplexity, ChatGPT, Copilot, and Gemini replace the list of links with a single composed answer, a new failure has come with them: these tools can return confident judgments in their own voice, sometimes citing sources that do not support the claim, sometimes describing work that does not exist, and often without a clear author a reader can question."
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    "As AI answer engines like Google's AI Overviews, Perplexity, ChatGPT, Copilot, and Gemini replace the list of links with a single composed answer, a new failure has come with them: these tools can return confident judgments in their own voice, sometimes citing sources that do not support the claim, sometimes describing work that does not exist, and often without a clear author a reader can question."
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   "title": "Perplexity.ai vs Andi Search (Honest Comparison) | StanzaGo",
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    "# Perplexity.ai vs Andi Search (Honest Comparison)",
    "## Introducing Perplexity.ai"
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    "# Perplexity.ai vs Andi Search (Honest Comparison)",
    "## Introducing Perplexity.ai"
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    "# Perplexity.ai vs Andi Search (Honest Comparison)",
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    "# Perplexity.ai vs Andi Search (Honest Comparison)",
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    "# Perplexity.ai vs Andi Search (Honest Comparison)",
    "## Introducing Andi Search"
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    "# Perplexity.ai vs Andi Search (Honest Comparison)",
    "## Introducing Andi Search"
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    "# Perplexity.ai vs Andi Search (Honest Comparison)",
    "## Introducing Andi Search",
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   "category_evidence": [
    "# Perplexity.ai vs Andi Search (Honest Comparison)",
    "## Introducing Andi Search"
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  {
   "url": "https://webcite.co/blog/citation-api-comparison-guide",
   "title": "Fact-Checking & Citation APIs Compared: 2026 Guide",
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   "engine": "Perplexity",
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    "Fact-Checking & Citation APIs Compared: 2026 Guide",
    "Compare Webcite, Tavily, Exa, Perplexity, and Jina APIs for citation verification and fact-checking.",
    "| | [Tavily](https://tavily.com) | [Exa](https://exa.ai) | [Perplexity](https://perplexity.ai) | [Jina](https://jina.ai) | [Webcite](https://webcite.co) |",
    "| **Category** | Search | Search | Search + Q&A | Verification | Verification |",
    "Conversational search with citations. OpenAI-compatible API that answers questions with sources."
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   "url": "https://eesel.ai/blog/genspark-ai",
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    "# What is Genspark AI? The all-in-one super agent, explained",
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  {
   "url": "https://saastoolsguide.com/chatgpt-alternatives-that-are-cheaper",
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    "## Quick Verdict Table",
    "| Alternative | Best Free Tier | Paid Plan | vs ChatGPT Plus ($20) |",
    "| **Perplexity** | Free with citations | $20/mo (Pro) | Saves $0\u2013$20/month for research |",
    "## 5. Perplexity \u2014 Free Cited Research Beats ChatGPT for Knowledge Work",
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    "## Quick Verdict Table",
    "| Alternative | Best Free Tier | Paid Plan | vs ChatGPT Plus ($20) |",
    "| **Perplexity** | Free with citations | $20/mo (Pro) | Saves $0\u2013$20/month for research |",
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    "[Elicit\n79\nAI research assistant for academia.](/tool/elicit)"
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    "[Brave Leo\n74\nPrivacy-first AI in the browser.](/tool/brave-leo)"
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    "[Linkup\n73\nEuropean AI search API for compliant agent workflows.](/tool/linkup)"
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    "[Komo AI\n62\nAd-free AI search engine focused on speed and direct answers](/tool/komo-ai)"
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  {
   "url": "https://github.com/philfung/awesome-ai-web-search",
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    "|---|---|",
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    "As AI answer engines like Google's AI Overviews, Perplexity, ChatGPT, Copilot, and Gemini replace the list of links with a single composed answer, a new failure has come with them: these tools can return confident judgments in their own voice, sometimes citing sources that do not support the claim, sometimes describing work that does not exist, and often without a clear author a reader can question."
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    "# Answer Engine: A New Open-Source Tool for AI and Semantic Search That Cites Its Sources \u2014 or Says \"I Don't Know\"",
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   ]
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   "url": "https://smallbusinessnewswatch.com/article/923084645-answer-engine-a-new-open-source-tool-for-ai-and-semantic-search-that-cites-its-sources-or-says-i-don-t-know",
   "title": "Answer Engine: A New Open-Source Tool for AI and Semantic Search That Cites Its Sources \u2014 or Says \"I Don't Know\"",
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    "As AI answer engines like Google's AI Overviews, Perplexity, ChatGPT, Copilot, and Gemini replace the list of links with a single composed answer, a new failure has come with them: these tools can return confident judgments in their own voice, sometimes citing sources that do not support the claim, sometimes describing work that does not exist, and often without a clear author a reader can question."
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   ]
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   "url": "https://smallbusinessnewswatch.com/article/923084645-answer-engine-a-new-open-source-tool-for-ai-and-semantic-search-that-cites-its-sources-or-says-i-don-t-know",
   "title": "Answer Engine: A New Open-Source Tool for AI and Semantic Search That Cites Its Sources \u2014 or Says \"I Don't Know\"",
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    "# Answer Engine: A New Open-Source Tool for AI and Semantic Search That Cites Its Sources \u2014 or Says \"I Don't Know\"",
    "As AI answer engines like Google's AI Overviews, Perplexity, ChatGPT, Copilot, and Gemini replace the list of links with a single composed answer, a new failure has come with them: these tools can return confident judgments in their own voice, sometimes citing sources that do not support the claim, sometimes describing work that does not exist, and often without a clear author a reader can question."
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   ],
   "region_evidence": null,
   "category_evidence": [
    "# Answer Engine: A New Open-Source Tool for AI and Semantic Search That Cites Its Sources \u2014 or Says \"I Don't Know\"",
    "As AI answer engines like Google's AI Overviews, Perplexity, ChatGPT, Copilot, and Gemini replace the list of links with a single composed answer, a new failure has come with them: these tools can return confident judgments in their own voice, sometimes citing sources that do not support the claim, sometimes describing work that does not exist, and often without a clear author a reader can question."
   ]
  },
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   "url": "https://smallbusinessnewswatch.com/article/923084645-answer-engine-a-new-open-source-tool-for-ai-and-semantic-search-that-cites-its-sources-or-says-i-don-t-know",
   "title": "Answer Engine: A New Open-Source Tool for AI and Semantic Search That Cites Its Sources \u2014 or Says \"I Don't Know\"",
   "published_at": null,
   "engine": "Copilot",
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   "engine_evidence": [
    "# Answer Engine: A New Open-Source Tool for AI and Semantic Search That Cites Its Sources \u2014 or Says \"I Don't Know\"",
    "As AI answer engines like Google's AI Overviews, Perplexity, ChatGPT, Copilot, and Gemini replace the list of links with a single composed answer, a new failure has come with them: these tools can return confident judgments in their own voice, sometimes citing sources that do not support the claim, sometimes describing work that does not exist, and often without a clear author a reader can question."
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    "# Answer Engine: A New Open-Source Tool for AI and Semantic Search That Cites Its Sources \u2014 or Says \"I Don't Know\"",
    "As AI answer engines like Google's AI Overviews, Perplexity, ChatGPT, Copilot, and Gemini replace the list of links with a single composed answer, a new failure has come with them: these tools can return confident judgments in their own voice, sometimes citing sources that do not support the claim, sometimes describing work that does not exist, and often without a clear author a reader can question."
   ],
   "region_evidence": null,
   "category_evidence": [
    "# Answer Engine: A New Open-Source Tool for AI and Semantic Search That Cites Its Sources \u2014 or Says \"I Don't Know\"",
    "As AI answer engines like Google's AI Overviews, Perplexity, ChatGPT, Copilot, and Gemini replace the list of links with a single composed answer, a new failure has come with them: these tools can return confident judgments in their own voice, sometimes citing sources that do not support the claim, sometimes describing work that does not exist, and often without a clear author a reader can question."
   ]
  },
  {
   "url": "https://smallbusinessnewswatch.com/article/923084645-answer-engine-a-new-open-source-tool-for-ai-and-semantic-search-that-cites-its-sources-or-says-i-don-t-know",
   "title": "Answer Engine: A New Open-Source Tool for AI and Semantic Search That Cites Its Sources \u2014 or Says \"I Don't Know\"",
   "published_at": null,
   "engine": "Gemini",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": "answer engine",
   "engine_evidence": [
    "# Answer Engine: A New Open-Source Tool for AI and Semantic Search That Cites Its Sources \u2014 or Says \"I Don't Know\"",
    "As AI answer engines like Google's AI Overviews, Perplexity, ChatGPT, Copilot, and Gemini replace the list of links with a single composed answer, a new failure has come with them: these tools can return confident judgments in their own voice, sometimes citing sources that do not support the claim, sometimes describing work that does not exist, and often without a clear author a reader can question."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "# Answer Engine: A New Open-Source Tool for AI and Semantic Search That Cites Its Sources \u2014 or Says \"I Don't Know\"",
    "As AI answer engines like Google's AI Overviews, Perplexity, ChatGPT, Copilot, and Gemini replace the list of links with a single composed answer, a new failure has come with them: these tools can return confident judgments in their own voice, sometimes citing sources that do not support the claim, sometimes describing work that does not exist, and often without a clear author a reader can question."
   ],
   "region_evidence": null,
   "category_evidence": [
    "# Answer Engine: A New Open-Source Tool for AI and Semantic Search That Cites Its Sources \u2014 or Says \"I Don't Know\"",
    "As AI answer engines like Google's AI Overviews, Perplexity, ChatGPT, Copilot, and Gemini replace the list of links with a single composed answer, a new failure has come with them: these tools can return confident judgments in their own voice, sometimes citing sources that do not support the claim, sometimes describing work that does not exist, and often without a clear author a reader can question."
   ]
  },
  {
   "url": "https://finance.biggo.com/news/M6eRcZ0Bga3fZL9Mo0OM",
   "title": "Naver Shuts Down Conversational AI Service 'Clova X' After Three Years, Shifts Strategy to 'AI Tab'",
   "published_at": "2026-04-09T09:27:43",
   "engine": "CUE:",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "Naver Shuts Down Conversational AI Service 'Clova X' After Three Years, Shifts Strategy to 'AI Tab'",
    "The AI Tab is planned as an integrated agent service that combines the user experience and technology accumulated from both Clova X and Naver's AI search service 'CUE:'."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "Naver Shuts Down Conversational AI Service 'Clova X' After Three Years, Shifts Strategy to 'AI Tab'",
    "The AI Tab is planned as an integrated agent service that combines the user experience and technology accumulated from both Clova X and Naver's AI search service 'CUE:'."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://theoutpost.ai/news-story/microsoft-bing-introduces-copilot-search-mode-challenging-google-s-ai-powered-search-12365",
   "title": "Microsoft Bing Introduces 'Copilot Search' Mode, Challenging Google's AI-Powered Search",
   "published_at": "2025-02-25T00:12:41",
   "engine": "Copilot Search",
   "launch_year": null,
   "status": "announced",
   "region": "United States",
   "category": "AI search",
   "engine_evidence": [
    "# Microsoft Bing Introduces 'Copilot Search' Mode, Challenging Google's AI-Powered Search",
    "Microsoft is creating a new AI-based search feature for Bing called \"Copilot Search.\""
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "# Microsoft Bing Introduces 'Copilot Search' Mode, Challenging Google's AI-Powered Search",
    "Microsoft has confirmed they are testing this feature but hasn't shared when it will be available more widely."
   ],
   "region_evidence": [
    "# Microsoft Bing Introduces 'Copilot Search' Mode, Challenging Google's AI-Powered Search",
    "We found that this is live on our account in the United States, with \"Copilot Search\" appearing in an overflow menu alongside other search filters."
   ],
   "category_evidence": [
    "# Microsoft Bing Introduces 'Copilot Search' Mode, Challenging Google's AI-Powered Search",
    "Microsoft is creating a new AI-based search feature for Bing called \"Copilot Search.\""
   ]
  },
  {
   "url": "https://greasyfork.org/en/scripts/584557-kagi-assistant-improved?version=1861766",
   "title": "[Kagi] Assistant Improved",
   "published_at": null,
   "engine": "Kagi Assistant",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "# [Greasy Fork](/en)",
    "## [Kagi] Assistant Improved",
    "[Kagi Assistant](https://assistant.kagi.com/) is a generative AI-powered assistant equipped with [Kagi Search](https://kagi.com/), available on paid plans."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "# [Greasy Fork](/en)",
    "## [Kagi] Assistant Improved",
    "[Kagi Assistant](https://assistant.kagi.com/) is a generative AI-powered assistant equipped with [Kagi Search](https://kagi.com/), available on paid plans."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://inference.sh/blog/tools-search-and-extraction-tools",
   "title": "Search and Extraction Tools on inference shell",
   "published_at": "2026-05-06T14:39:27",
   "engine": "tavily/search-assistant",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "Search and Extraction Tools on inference shell",
    "Tavily's search assistant (`tavily/search-assistant`) works the way you'd expect a browsing-oriented tool to work."
   ],
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   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://inference.sh/blog/tools-search-and-extraction-tools",
   "title": "Search and Extraction Tools on inference shell",
   "published_at": "2026-05-06T14:39:27",
   "engine": "exa/search",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "Search and Extraction Tools on inference shell",
    "Exa's search (`exa/search`) takes a fundamentally different approach."
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
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   "category_evidence": null
  },
  {
   "url": "https://inference.sh/blog/tools-search-and-extraction-tools",
   "title": "Search and Extraction Tools on inference shell",
   "published_at": "2026-05-06T14:39:27",
   "engine": "exa/answer",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "Search and Extraction Tools on inference shell",
    "Exa offers something neither Tavily app directly replicates: `exa/answer`."
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://openaitoolshub.org/ai-product-research/genspark",
   "title": "Genspark Teardown \u2014 Perplexity Competitor That Hit $60M ARR Faster Than Perplexity Did",
   "published_at": "2026-05-15T00:00:00",
   "engine": "Genspark",
   "launch_year": "2024",
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "Genspark Teardown \u2014 Perplexity Competitor That Hit $60M ARR Faster Than Perplexity Did",
    "Product | Genspark (genspark.ai)"
   ],
   "launch_year_evidence": [
    "Founded | 2024",
    "Quick Facts"
   ],
   "status_evidence": [
    "Quick Facts",
    "Product | Genspark (genspark.ai)",
    "Revenue | ~$60M ARR (mid-2025)"
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://openaitoolshub.org/ai-product-research/genspark",
   "title": "Genspark Teardown \u2014 Perplexity Competitor That Hit $60M ARR Faster Than Perplexity Did",
   "published_at": "2026-05-15T00:00:00",
   "engine": "Perplexity",
   "launch_year": "2022",
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "Genspark Teardown \u2014 Perplexity Competitor That Hit $60M ARR Faster Than Perplexity Did",
    "Growth speed",
    "| Metric | Genspark | Perplexity | You.com | ChatGPT Search |"
   ],
   "launch_year_evidence": [
    "Growth speed",
    "| Metric | Genspark | Perplexity | You.com | ChatGPT Search |",
    "| Founded | 2024 | Aug 2022 | Nov 2020 | Oct 2024 |"
   ],
   "status_evidence": [
    "Growth speed",
    "| Metric | Genspark | Perplexity | You.com | ChatGPT Search |",
    "| Current ARR | ~$60M | ~$120M | ~$25M | bundled |"
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://openaitoolshub.org/ai-product-research/genspark",
   "title": "Genspark Teardown \u2014 Perplexity Competitor That Hit $60M ARR Faster Than Perplexity Did",
   "published_at": "2026-05-15T00:00:00",
   "engine": "You.com",
   "launch_year": "2020",
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "Growth speed",
    "| Metric | Genspark | Perplexity | You.com | ChatGPT Search |"
   ],
   "launch_year_evidence": [
    "Growth speed",
    "| Metric | Genspark | Perplexity | You.com | ChatGPT Search |",
    "| Founded | 2024 | Aug 2022 | Nov 2020 | Oct 2024 |"
   ],
   "status_evidence": [
    "Growth speed",
    "| Metric | Genspark | Perplexity | You.com | ChatGPT Search |",
    "| Current ARR | ~$60M | ~$120M | ~$25M | bundled |"
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://openaitoolshub.org/ai-product-research/genspark",
   "title": "Genspark Teardown \u2014 Perplexity Competitor That Hit $60M ARR Faster Than Perplexity Did",
   "published_at": "2026-05-15T00:00:00",
   "engine": "ChatGPT Search",
   "launch_year": "2024",
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "Growth speed",
    "| Metric | Genspark | Perplexity | You.com | ChatGPT Search |"
   ],
   "launch_year_evidence": [
    "Growth speed",
    "| Metric | Genspark | Perplexity | You.com | ChatGPT Search |",
    "| Founded | 2024 | Aug 2022 | Nov 2020 | Oct 2024 |"
   ],
   "status_evidence": [
    "Growth speed",
    "| Metric | Genspark | Perplexity | You.com | ChatGPT Search |",
    "| Current ARR | ~$60M | ~$120M | ~$25M | bundled |"
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://ddg.gg/updates",
   "title": "What\u2019s New in DuckDuckGo",
   "published_at": null,
   "engine": "Search Assist",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "# What\u2019s New in\nDuckDuckGo",
    "We're constantly making improvements to our product.",
    "#### Learn More With Search Assist",
    "Search Assist, our optional AI search feature, has a new \"Explore More\" section."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "# What\u2019s New in\nDuckDuckGo",
    "We're constantly making improvements to our product.",
    "#### Learn More With Search Assist",
    "Search Assist, our optional AI search feature, has a new \"Explore More\" section."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://tooldirectory.ai/tools/neeva",
   "title": "Neeva: What Happened to the AI Search Engine?",
   "published_at": null,
   "engine": "NeevaAI",
   "launch_year": "2023",
   "status": "discontinued",
   "region": null,
   "category": null,
   "engine_evidence": [
    "## Overview",
    "Neeva was a subscription, ad-free, privacy-first search engine founded in 2019 by Sridhar Ramaswamy (the former head of Google's advertising business) and Vivek Raghunathan.",
    "In 2023 Neeva added one of the first generative-[AI](/glossary/ai) answer engines (NeevaAI), summarizing results with cited sources before Google or Bing shipped similar features broadly."
   ],
   "launch_year_evidence": [
    "## Overview",
    "Neeva was a subscription, ad-free, privacy-first search engine founded in 2019 by Sridhar Ramaswamy (the former head of Google's advertising business) and Vivek Raghunathan.",
    "In 2023 Neeva added one of the first generative-[AI](/glossary/ai) answer engines (NeevaAI), summarizing results with cited sources before Google or Bing shipped similar features broadly."
   ],
   "status_evidence": [
    "### What happened to Neeva",
    "On May 20, 2023 Neeva announced it would shut its consumer search engine, which went dark on June 2, 2023."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://gamermarkt.com/blog/end-of-blue-links-ai-reshaping-search-engines",
   "title": "The End Of Blue Links: How AI Is Reshaping Search In 2026",
   "published_at": "2026-05-25T08:07:46",
   "engine": "ChatGPT Search",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "The End of Blue Links: How AI Is Reshaping Search As We Know It",
    "ChatGPT processes up to 500 million weekly search queries.",
    "According to Similarweb\u2019s 2026 AI Search report, ChatGPT Search now processes 250 to 500 million search-intent queries per week, making it one of the top five search properties globally by query volume."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "The End of Blue Links: How AI Is Reshaping Search As We Know It",
    "ChatGPT processes up to 500 million weekly search queries.",
    "According to Similarweb\u2019s 2026 AI Search report, ChatGPT Search now processes 250 to 500 million search-intent queries per week, making it one of the top five search properties globally by query volume."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://gamermarkt.com/blog/end-of-blue-links-ai-reshaping-search-engines",
   "title": "The End Of Blue Links: How AI Is Reshaping Search In 2026",
   "published_at": "2026-05-25T08:07:46",
   "engine": "Perplexity",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "The End of Blue Links: How AI Is Reshaping Search As We Know It",
    "Perplexity handles approximately 50 million weekly queries, with a particularly strong foothold among researchers, analysts, and developers."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "The End of Blue Links: How AI Is Reshaping Search As We Know It",
    "Perplexity handles approximately 50 million weekly queries, with a particularly strong foothold among researchers, analysts, and developers."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://haznos.org/2026/best-ai-search-engine-2026",
   "title": "12 Best AI Search Engines in 2026 (Full Comparison)",
   "published_at": "2026-06-16T14:40:00",
   "engine": "Perplexity AI",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "# 12 Best AI Search Engines in 2026 (Source Citations, Freshness & Research Modes)",
    "The best AI search engines in 2026 are:",
    "1. **Perplexity AI** \u2014 best for cited research answers you can verify"
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "# 12 Best AI Search Engines in 2026 (Source Citations, Freshness & Research Modes)",
    "*The 12 best AI search engines in 2026, ranked by source citations, answer freshness, research depth, and whether they respect your privacy.*",
    "The best AI search engines in 2026 are:",
    "1. **Perplexity AI** \u2014 best for cited research answers you can verify"
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://haznos.org/2026/best-ai-search-engine-2026",
   "title": "12 Best AI Search Engines in 2026 (Full Comparison)",
   "published_at": "2026-06-16T14:40:00",
   "engine": "ChatGPT Search",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "# 12 Best AI Search Engines in 2026 (Source Citations, Freshness & Research Modes)",
    "The best AI search engines in 2026 are:",
    "2. **ChatGPT Search** \u2014 best for multi-step analysis and versatility"
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "# 12 Best AI Search Engines in 2026 (Source Citations, Freshness & Research Modes)",
    "*The 12 best AI search engines in 2026, ranked by source citations, answer freshness, research depth, and whether they respect your privacy.*",
    "The best AI search engines in 2026 are:",
    "2. **ChatGPT Search** \u2014 best for multi-step analysis and versatility"
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://haznos.org/2026/best-ai-search-engine-2026",
   "title": "12 Best AI Search Engines in 2026 (Full Comparison)",
   "published_at": "2026-06-16T14:40:00",
   "engine": "Google Gemini",
   "launch_year": null,
   "status": "active",
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    "3. **Google Gemini** \u2014 best for integration with the Google ecosystem"
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   "url": "https://haznos.org/2026/best-ai-search-engine-2026",
   "title": "12 Best AI Search Engines in 2026 (Full Comparison)",
   "published_at": "2026-06-16T14:40:00",
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    "4. **Microsoft Copilot** \u2014 best for Windows and Microsoft 365 users"
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    "The best AI search engines in 2026 are:",
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  {
   "url": "https://haznos.org/2026/best-ai-search-engine-2026",
   "title": "12 Best AI Search Engines in 2026 (Full Comparison)",
   "published_at": "2026-06-16T14:40:00",
   "engine": "You.com",
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   "url": "https://haznos.org/2026/best-ai-search-engine-2026",
   "title": "12 Best AI Search Engines in 2026 (Full Comparison)",
   "published_at": "2026-06-16T14:40:00",
   "engine": "Brave Search",
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    "6. **Brave Search (Leo AI)** \u2014 best for privacy-focused AI search"
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    "The best AI search engines in 2026 are:",
    "6. **Brave Search (Leo AI)** \u2014 best for privacy-focused AI search"
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   "region_evidence": null,
   "category_evidence": null
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   "url": "https://haznos.org/2026/best-ai-search-engine-2026",
   "title": "12 Best AI Search Engines in 2026 (Full Comparison)",
   "published_at": "2026-06-16T14:40:00",
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    "The best AI search engines in 2026 are:",
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   "url": "https://haznos.org/2026/best-ai-search-engine-2026",
   "title": "12 Best AI Search Engines in 2026 (Full Comparison)",
   "published_at": "2026-06-16T14:40:00",
   "engine": "Phind",
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    "The best AI search engines in 2026 are:",
    "8. **Phind** \u2014 best for developer-focused code search"
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   "url": "https://haznos.org/2026/best-ai-search-engine-2026",
   "title": "12 Best AI Search Engines in 2026 (Full Comparison)",
   "published_at": "2026-06-16T14:40:00",
   "engine": "Andi Search",
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    "The best AI search engines in 2026 are:",
    "9. **Andi Search** \u2014 best for visual, reader-friendly answers"
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   "region_evidence": null,
   "category_evidence": null
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   "url": "https://haznos.org/2026/best-ai-search-engine-2026",
   "title": "12 Best AI Search Engines in 2026 (Full Comparison)",
   "published_at": "2026-06-16T14:40:00",
   "engine": "Arc Search",
   "launch_year": null,
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    "# 12 Best AI Search Engines in 2026 (Source Citations, Freshness & Research Modes)",
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    "10. **Arc Search** \u2014 best mobile AI search experience"
   ],
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    "# 12 Best AI Search Engines in 2026 (Source Citations, Freshness & Research Modes)",
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    "The best AI search engines in 2026 are:",
    "10. **Arc Search** \u2014 best mobile AI search experience"
   ],
   "region_evidence": null,
   "category_evidence": null
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   "url": "https://haznos.org/2026/best-ai-search-engine-2026",
   "title": "12 Best AI Search Engines in 2026 (Full Comparison)",
   "published_at": "2026-06-16T14:40:00",
   "engine": "Consensus",
   "launch_year": null,
   "status": "active",
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   "engine_evidence": [
    "# 12 Best AI Search Engines in 2026 (Source Citations, Freshness & Research Modes)",
    "The best AI search engines in 2026 are:",
    "11. **Consensus** \u2014 best for academic and scientific research"
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "# 12 Best AI Search Engines in 2026 (Source Citations, Freshness & Research Modes)",
    "*The 12 best AI search engines in 2026, ranked by source citations, answer freshness, research depth, and whether they respect your privacy.*",
    "The best AI search engines in 2026 are:",
    "11. **Consensus** \u2014 best for academic and scientific research"
   ],
   "region_evidence": null,
   "category_evidence": null
  },
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   "url": "https://haznos.org/2026/best-ai-search-engine-2026",
   "title": "12 Best AI Search Engines in 2026 (Full Comparison)",
   "published_at": "2026-06-16T14:40:00",
   "engine": "Exa.ai",
   "launch_year": null,
   "status": "active",
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   "engine_evidence": [
    "# 12 Best AI Search Engines in 2026 (Source Citations, Freshness & Research Modes)",
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    "12. **Exa.ai** \u2014 best for developers building AI-powered search"
   ],
   "launch_year_evidence": null,
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    "The best AI search engines in 2026 are:",
    "12. **Exa.ai** \u2014 best for developers building AI-powered search"
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://magicshot.ai/news/google-search-ai-update-io-2026",
   "title": "Google Search AI Update Google IO 2026: Full Breakdown",
   "published_at": "2026-05-19T19:57:21",
   "engine": "AI Mode",
   "launch_year": "2025",
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "Google Search AI Update at IO 2026: Biggest Box Redesign in 25 Years",
    "Google Search gets its biggest upgrade in 25 years with AI agents, a new search box, and custom mini apps.",
    "The headline number: AI Mode has crossed one billion monthly users in just one year."
   ],
   "launch_year_evidence": [
    "Google Search AI Update at IO 2026: Biggest Box Redesign in 25 Years",
    "Google Search gets its biggest upgrade in 25 years with AI agents, a new search box, and custom mini apps.",
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   ],
   "status_evidence": [
    "Google Search AI Update at IO 2026: Biggest Box Redesign in 25 Years",
    "Google Search gets its biggest upgrade in 25 years with AI agents, a new search box, and custom mini apps.",
    "One year after launch, AI Mode is no longer a side experiment."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://andi.co",
   "title": "Andi AI \u2014 Search for the Next Generation",
   "published_at": "2026-05-04T00:00:00",
   "engine": "Andi AI",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "# Andi AI Search.",
    "Andi AI is Search for the Next Generation."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "Andi AI is Search for the Next Generation.",
    "# Andi AI Search."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
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   "url": "https://blog.kagi.com/kagi-assistants",
   "title": "Introducing Kagi Assistants",
   "published_at": "2025-11-20T12:00:02",
   "engine": "Quick Assistant",
   "launch_year": "2025",
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "Today we're releasing two research assistants: Quick Assistant and Research Assistant (previously named Ki during beta).",
    "Kagi Quick Assistant and Research Assistant ([documentation here](https://help.kagi.com/kagi/ai/kagi-research.html)) are Kagi\u2019s flagship research assistants."
   ],
   "launch_year_evidence": [
    "Today we're releasing two research assistants: Quick Assistant and Research Assistant (previously named Ki during beta)."
   ],
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    "Today we're releasing two research assistants: Quick Assistant and Research Assistant (previously named Ki during beta)."
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   "url": "https://blog.kagi.com/kagi-assistants",
   "title": "Introducing Kagi Assistants",
   "published_at": "2025-11-20T12:00:02",
   "engine": "Research Assistant",
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   "status": "active",
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    "Today we're releasing two research assistants: Quick Assistant and Research Assistant (previously named Ki during beta).",
    "Kagi Quick Assistant and Research Assistant ([documentation here](https://help.kagi.com/kagi/ai/kagi-research.html)) are Kagi\u2019s flagship research assistants."
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    "Today we're releasing two research assistants: Quick Assistant and Research Assistant (previously named Ki during beta)."
   ],
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    "Today we're releasing two research assistants: Quick Assistant and Research Assistant (previously named Ki during beta)."
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   "url": "https://fr.ai-pedias.com/blog/ai-search-engines-comparison",
   "title": "Comparatif des moteurs de recherche IA : Perplexity vs. Genspark vs. Felo [2026]",
   "published_at": "2026-03-16T00:00:00",
   "engine": "Perplexity AI",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "# Comparatif des moteurs de recherche IA : Perplexity vs. Genspark vs. Felo [2026]",
    "Perplexity AI, Genspark et Felo analys\u00e9s selon les fonctionnalit\u00e9s, la tarification et les cas d'utilisation id\u00e9aux.",
    "## Perplexity AI",
    "Perplexity AI is the most well-known AI search engine, having pioneered the concept of \"direct answers with cited sources.\""
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "# Comparatif des moteurs de recherche IA : Perplexity vs. Genspark vs. Felo [2026]",
    "Un comparatif d\u00e9taill\u00e9 des principaux moteurs de recherche IA qui remplacent la recherche traditionnelle.",
    "## Perplexity AI",
    "Perplexity AI is the most well-known AI search engine, having pioneered the concept of \"direct answers with cited sources.\""
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://fr.ai-pedias.com/blog/ai-search-engines-comparison",
   "title": "Comparatif des moteurs de recherche IA : Perplexity vs. Genspark vs. Felo [2026]",
   "published_at": "2026-03-16T00:00:00",
   "engine": "Genspark",
   "launch_year": null,
   "status": "active",
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   "category": null,
   "engine_evidence": [
    "# Comparatif des moteurs de recherche IA : Perplexity vs. Genspark vs. Felo [2026]",
    "Perplexity AI, Genspark et Felo analys\u00e9s selon les fonctionnalit\u00e9s, la tarification et les cas d'utilisation id\u00e9aux.",
    "## Genspark",
    "Genspark differentiates itself by compiling search results into custom \"Sparkpages\" \u2014 structured, article-like pages rather than plain text answers."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "# Comparatif des moteurs de recherche IA : Perplexity vs. Genspark vs. Felo [2026]",
    "Un comparatif d\u00e9taill\u00e9 des principaux moteurs de recherche IA qui remplacent la recherche traditionnelle.",
    "## Genspark",
    "Genspark differentiates itself by compiling search results into custom \"Sparkpages\" \u2014 structured, article-like pages rather than plain text answers."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://fr.ai-pedias.com/blog/ai-search-engines-comparison",
   "title": "Comparatif des moteurs de recherche IA : Perplexity vs. Genspark vs. Felo [2026]",
   "published_at": "2026-03-16T00:00:00",
   "engine": "Felo",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "# Comparatif des moteurs de recherche IA : Perplexity vs. Genspark vs. Felo [2026]",
    "Perplexity AI, Genspark et Felo analys\u00e9s selon les fonctionnalit\u00e9s, la tarification et les cas d'utilisation id\u00e9aux.",
    "## Felo",
    "Felo is an AI search engine with a strong focus on multilingual capabilities."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "# Comparatif des moteurs de recherche IA : Perplexity vs. Genspark vs. Felo [2026]",
    "Un comparatif d\u00e9taill\u00e9 des principaux moteurs de recherche IA qui remplacent la recherche traditionnelle.",
    "## Felo",
    "Felo is an AI search engine with a strong focus on multilingual capabilities."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://newswatchunitedkingdom.com/article/923084645-answer-engine-a-new-open-source-tool-for-ai-and-semantic-search-that-cites-its-sources-or-says-i-don-t-know",
   "title": "Answer Engine: A New Open-Source Tool for AI and Semantic Search That Cites Its Sources \u2014 or Says \"I Don't Know\"",
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   "status": "active",
   "region": null,
   "category": "AI answer engine",
   "engine_evidence": [
    "# Answer Engine: A New Open-Source Tool for AI and Semantic Search That Cites Its Sources \u2014 or Says \"I Don't Know\"",
    "As AI answer engines like Google's AI Overviews, Perplexity, ChatGPT, Copilot, and Gemini replace the list of links with a single composed answer, a new failure has come with them: these tools can return confident judgments in their own voice, sometimes citing sources that do not support the claim, sometimes describing work that does not exist, and often without a clear author a reader can question."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "# Answer Engine: A New Open-Source Tool for AI and Semantic Search That Cites Its Sources \u2014 or Says \"I Don't Know\"",
    "As AI answer engines like Google's AI Overviews, Perplexity, ChatGPT, Copilot, and Gemini replace the list of links with a single composed answer, a new failure has come with them: these tools can return confident judgments in their own voice, sometimes citing sources that do not support the claim, sometimes describing work that does not exist, and often without a clear author a reader can question."
   ],
   "region_evidence": null,
   "category_evidence": [
    "# Answer Engine: A New Open-Source Tool for AI and Semantic Search That Cites Its Sources \u2014 or Says \"I Don't Know\"",
    "As AI answer engines like Google's AI Overviews, Perplexity, ChatGPT, Copilot, and Gemini replace the list of links with a single composed answer, a new failure has come with them: these tools can return confident judgments in their own voice, sometimes citing sources that do not support the claim, sometimes describing work that does not exist, and often without a clear author a reader can question."
   ]
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  {
   "url": "https://newswatchunitedkingdom.com/article/923084645-answer-engine-a-new-open-source-tool-for-ai-and-semantic-search-that-cites-its-sources-or-says-i-don-t-know",
   "title": "Answer Engine: A New Open-Source Tool for AI and Semantic Search That Cites Its Sources \u2014 or Says \"I Don't Know\"",
   "published_at": null,
   "engine": "Perplexity",
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   "region": null,
   "category": "AI answer engine",
   "engine_evidence": [
    "# Answer Engine: A New Open-Source Tool for AI and Semantic Search That Cites Its Sources \u2014 or Says \"I Don't Know\"",
    "As AI answer engines like Google's AI Overviews, Perplexity, ChatGPT, Copilot, and Gemini replace the list of links with a single composed answer, a new failure has come with them: these tools can return confident judgments in their own voice, sometimes citing sources that do not support the claim, sometimes describing work that does not exist, and often without a clear author a reader can question."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "# Answer Engine: A New Open-Source Tool for AI and Semantic Search That Cites Its Sources \u2014 or Says \"I Don't Know\"",
    "As AI answer engines like Google's AI Overviews, Perplexity, ChatGPT, Copilot, and Gemini replace the list of links with a single composed answer, a new failure has come with them: these tools can return confident judgments in their own voice, sometimes citing sources that do not support the claim, sometimes describing work that does not exist, and often without a clear author a reader can question."
   ],
   "region_evidence": null,
   "category_evidence": [
    "# Answer Engine: A New Open-Source Tool for AI and Semantic Search That Cites Its Sources \u2014 or Says \"I Don't Know\"",
    "As AI answer engines like Google's AI Overviews, Perplexity, ChatGPT, Copilot, and Gemini replace the list of links with a single composed answer, a new failure has come with them: these tools can return confident judgments in their own voice, sometimes citing sources that do not support the claim, sometimes describing work that does not exist, and often without a clear author a reader can question."
   ]
  },
  {
   "url": "https://finance.biggo.com/news/PPvxdp0BvbjfYyetZSC8",
   "title": "Naver Closes Era of Standalone AI Chatbots, Shifts to Platform-Integrated AI Strategy",
   "published_at": "2026-04-10T10:30:24",
   "engine": "Q:",
   "launch_year": "2023",
   "status": "discontinued",
   "region": null,
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    "Naver Closes Era of Standalone AI Chatbots, Shifts to Platform-Integrated AI Strategy",
    "South Korea's Naver has discontinued its standalone AI chatbot services, **Clova X** and **Q:**, after approximately three years, marking a strategic pivot towards integrating AI across its entire platform.",
    "Naver's conversational AI service **Clova X** and its AI search service **Q:** officially ceased operations as of 2:00 PM on April 9."
   ],
   "launch_year_evidence": [
    "Naver Closes Era of Standalone AI Chatbots, Shifts to Platform-Integrated AI Strategy",
    "The two services, launched in August and September 2023 respectively as experimental offerings based on Naver's large language model (LLM) **HyperClova X**, have disappeared into history after roughly three years."
   ],
   "status_evidence": [
    "Naver Closes Era of Standalone AI Chatbots, Shifts to Platform-Integrated AI Strategy",
    "South Korea's Naver has discontinued its standalone AI chatbot services, **Clova X** and **Q:**, after approximately three years, marking a strategic pivot towards integrating AI across its entire platform."
   ],
   "region_evidence": null,
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  },
  {
   "url": "https://aipresso.io/reviews/best-ai-search-engines",
   "title": "Best AI Search Engines",
   "published_at": "2026-08-04T00:00:00",
   "engine": "Perplexity",
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   "status": "active",
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   "category": null,
   "engine_evidence": [
    "Expert Guide Editorially reviewed",
    "# The Best AI Search Engines in 2026",
    "The best AI search engine in 2026 is **Perplexity** for most researchers and knowledge workers, because it pairs fast, current answers with the clearest, most clickable citations of anything here."
   ],
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    "Expert Guide Editorially reviewed",
    "# The Best AI Search Engines in 2026",
    "The best AI search engine in 2026 is **Perplexity** for most researchers and knowledge workers, because it pairs fast, current answers with the clearest, most clickable citations of anything here."
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  },
  {
   "url": "https://aipresso.io/reviews/best-ai-search-engines",
   "title": "Best AI Search Engines",
   "published_at": "2026-08-04T00:00:00",
   "engine": "ChatGPT Search",
   "launch_year": null,
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   "engine_evidence": [
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    "# The Best AI Search Engines in 2026",
    "**ChatGPT Search** is the pick if you already live inside ChatGPT and want reasoning plus follow-ups, **Google's AI Mode** wins on freshness and sheer index size, and **Kagi** is worth paying for if privacy and raw result quality matter more than a free tier."
   ],
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    "Expert Guide Editorially reviewed",
    "# The Best AI Search Engines in 2026",
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   "url": "https://globaladvertisingnews.com/article/923084645-answer-engine-a-new-open-source-tool-for-ai-and-semantic-search-that-cites-its-sources-or-says-i-don-t-know",
   "title": "Answer Engine: A New Open-Source Tool for AI and Semantic Search That Cites Its Sources \u2014 or Says \"I Don't Know\"",
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   "title": "Answer Engine: A New Open-Source Tool for AI and Semantic Search That Cites Its Sources \u2014 or Says \"I Don't Know\"",
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    "As AI answer engines like Google's AI Overviews, Perplexity, ChatGPT, Copilot, and Gemini replace the list of links with a single composed answer, a new failure has come with them: these tools can return confident judgments in their own voice, sometimes citing sources that do not support the claim, sometimes describing work that does not exist, and often without a clear author a reader can question."
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   "title": "Answer Engine: A New Open-Source Tool for AI and Semantic Search That Cites Its Sources \u2014 or Says \"I Don't Know\"",
   "published_at": null,
   "engine": "Gemini",
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   "category": null,
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   "url": "https://outwrite.ai/blog/ai-search-statistics",
   "title": "AI Search Statistics 2026: The Data That Matters",
   "published_at": "2026-06-05T14:37:18",
   "engine": "ChatGPT Search",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
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    "AI search statistics 2026: the numbers behind AEO, ChatGPT, Perplexity, and AI Overviews",
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   "url": "https://outwrite.ai/blog/ai-search-statistics",
   "title": "AI Search Statistics 2026: The Data That Matters",
   "published_at": "2026-06-05T14:37:18",
   "engine": "Google AI Overviews",
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   "status": null,
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   "category": null,
   "engine_evidence": [
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  {
   "url": "https://outwrite.ai/blog/ai-search-statistics",
   "title": "AI Search Statistics 2026: The Data That Matters",
   "published_at": "2026-06-05T14:37:18",
   "engine": "Gemini",
   "launch_year": null,
   "status": null,
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   "category": null,
   "engine_evidence": [
    "AI search statistics 2026: the numbers behind AEO, ChatGPT, Perplexity, and AI Overviews",
    "- Gemini reached around 450 million monthly active users by mid-2025, with about 50 percent quarter-over-quarter growth in daily requests, helped by its integration across Gmail, Docs, and Workspace (industry reporting)."
   ],
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  {
   "url": "https://outwrite.ai/blog/ai-search-statistics",
   "title": "AI Search Statistics 2026: The Data That Matters",
   "published_at": "2026-06-05T14:37:18",
   "engine": "Perplexity",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "AI search statistics 2026: the numbers behind AEO, ChatGPT, Perplexity, and AI Overviews",
    "- Perplexity has roughly 45 million monthly active users and passed 780 million queries a month in 2025, with its CEO targeting a billion queries a week (company statements and Bloomberg)."
   ],
   "launch_year_evidence": null,
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  {
   "url": "https://tech-insider.org/google-ai-mode-1-billion-users-io-2026",
   "title": "Google AI Mode: 1B Users, Gemini 3.5 Flash [2026]",
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   "engine": "Google AI Mode",
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   "status": "active",
   "region": "nearly 200 countries and territories across 98 languages",
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   "engine_evidence": [
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    "| Google AI Mode | 1B+ monthly users | Gemini 3.5 Flash | Free, no subscription | Agentic search inside the default search box |"
   ],
   "launch_year_evidence": [
    "From AI Overviews to AI Mode: A Two-Year Timeline",
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    "| AI Mode | 2025 | Dedicated conversational Search tab | 1B+ monthly users |"
   ],
   "status_evidence": [
    "From AI Overviews to AI Mode: A Two-Year Timeline",
    "| Stage | Year | What it was | Status in 2026 |",
    "| AI Mode | 2025 | Dedicated conversational Search tab | 1B+ monthly users |"
   ],
   "region_evidence": [
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   ],
   "category_evidence": [
    "Google AI Mode vs ChatGPT vs Perplexity: The Competitive Landscape",
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    "| Google AI Mode | 1B+ monthly users | Gemini 3.5 Flash | Free, no subscription | Agentic search inside the default search box |"
   ]
  },
  {
   "url": "https://tech-insider.org/google-ai-mode-1-billion-users-io-2026",
   "title": "Google AI Mode: 1B Users, Gemini 3.5 Flash [2026]",
   "published_at": "2026-06-09T08:07:17",
   "engine": "OpenAI ChatGPT",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": "Conversational AI with web search",
   "engine_evidence": [
    "Google AI Mode vs ChatGPT vs Perplexity: The Competitive Landscape",
    "| Platform | Scale metric | Default model | Pricing | Core positioning |",
    "| OpenAI ChatGPT | 900M weekly active users (Feb 2026) | GPT-5 series | Free tier + paid Plus/Pro | Conversational AI with web search |"
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "Google AI Mode vs ChatGPT vs Perplexity: The Competitive Landscape",
    "| Platform | Scale metric | Default model | Pricing | Core positioning |",
    "| OpenAI ChatGPT | 900M weekly active users (Feb 2026) | GPT-5 series | Free tier + paid Plus/Pro | Conversational AI with web search |"
   ],
   "region_evidence": null,
   "category_evidence": [
    "Google AI Mode vs ChatGPT vs Perplexity: The Competitive Landscape",
    "| Platform | Scale metric | Default model | Pricing | Core positioning |",
    "| OpenAI ChatGPT | 900M weekly active users (Feb 2026) | GPT-5 series | Free tier + paid Plus/Pro | Conversational AI with web search |"
   ]
  },
  {
   "url": "https://tech-insider.org/google-ai-mode-1-billion-users-io-2026",
   "title": "Google AI Mode: 1B Users, Gemini 3.5 Flash [2026]",
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   "engine": "Perplexity",
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   "status": "active",
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   "engine_evidence": [
    "Google AI Mode vs ChatGPT vs Perplexity: The Competitive Landscape",
    "| Platform | Scale metric | Default model | Pricing | Core positioning |",
    "| Perplexity | 780M+ queries (May 2025) | Multi-model (incl. own Sonar) | Free tier + Pro | Citation-first answer engine |"
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "Google AI Mode vs ChatGPT vs Perplexity: The Competitive Landscape",
    "| Platform | Scale metric | Default model | Pricing | Core positioning |",
    "| Perplexity | 780M+ queries (May 2025) | Multi-model (incl. own Sonar) | Free tier + Pro | Citation-first answer engine |"
   ],
   "region_evidence": null,
   "category_evidence": [
    "Google AI Mode vs ChatGPT vs Perplexity: The Competitive Landscape",
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    "| Perplexity | 780M+ queries (May 2025) | Multi-model (incl. own Sonar) | Free tier + Pro | Citation-first answer engine |"
   ]
  },
  {
   "url": "https://tech-insider.org/google-ai-mode-1-billion-users-io-2026",
   "title": "Google AI Mode: 1B Users, Gemini 3.5 Flash [2026]",
   "published_at": "2026-06-09T08:07:17",
   "engine": "Microsoft Copilot",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": "AI assistant embedded in Microsoft surfaces",
   "engine_evidence": [
    "Google AI Mode vs ChatGPT vs Perplexity: The Competitive Landscape",
    "| Platform | Scale metric | Default model | Pricing | Core positioning |",
    "| Microsoft Copilot | Bundled across Bing, Edge, Windows | OpenAI + in-house | Free + Microsoft 365 add-on | AI assistant embedded in Microsoft surfaces |"
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "Google AI Mode vs ChatGPT vs Perplexity: The Competitive Landscape",
    "| Platform | Scale metric | Default model | Pricing | Core positioning |",
    "| Microsoft Copilot | Bundled across Bing, Edge, Windows | OpenAI + in-house | Free + Microsoft 365 add-on | AI assistant embedded in Microsoft surfaces |"
   ],
   "region_evidence": null,
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    "Google AI Mode vs ChatGPT vs Perplexity: The Competitive Landscape",
    "| Platform | Scale metric | Default model | Pricing | Core positioning |",
    "| Microsoft Copilot | Bundled across Bing, Edge, Windows | OpenAI + in-house | Free + Microsoft 365 add-on | AI assistant embedded in Microsoft surfaces |"
   ]
  },
  {
   "url": "https://djenterprises.ai/blog/ai-companies/perplexity-comet",
   "title": "Perplexity & Comet: The Search Engine That Ate Search \u2014 djEnterprises",
   "published_at": null,
   "engine": "Perplexity",
   "launch_year": null,
   "status": "active",
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   "engine_evidence": [
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    "Perplexity & Comet: The Search Engine That Ate Search",
    "Perplexity is the AI company that built the search engine Google should have built."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
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    "By 2026 they're a multi-billion-dollar company with tens of millions of users, and they've shipped Comet \u2014 an AI-first browser that pre-loads research and proactively summarizes the web for you."
   ],
   "region_evidence": null,
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  },
  {
   "url": "https://ftp.ces.funai.edu.ng/fill-and-sign-pdf-form/Resources/filedownload.ashx/assistant%20to%20the%20villain%20book.pdf",
   "title": "Assistant To The Villain Book , Guillaume Favre (PDF) ftp.ces.funai.edu.ng",
   "published_at": "2026-08-15T08:18:36",
   "engine": "Kagi Research assistants",
   "launch_year": "2025",
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   "category": "research search",
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   "launch_year_evidence": [
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   "status_evidence": [
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   "region_evidence": null,
   "category_evidence": [
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    "Nov 20th, 2025 - Introducing Quick and Research assistants Kagi Assistant Introducing Quick and\nResearch assistants Today, we are officially introducing Kagi Research assistants (previously \u2026"
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  },
  {
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   "title": "Best AI Search 2026 | The Stack Map",
   "published_at": null,
   "engine": "Exa.ai",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "AI Search",
    "AI-enhanced search engines and research tools \u2014 4 tools reviewed and compared.",
    "| Tool | Rating | Pricing | Starting Price | Free Tier |",
    "| [Exa.ai](/tools/exa-ai/) | \u2605 4.5 | freemium | $49/month | Yes |"
   ],
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  {
   "url": "https://thestackmap.com/category/search",
   "title": "Best AI Search 2026 | The Stack Map",
   "published_at": null,
   "engine": "Perplexity",
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    "| Tool | Rating | Pricing | Starting Price | Free Tier |",
    "| [Perplexity](/tools/perplexity/) | \u2605 4.5 | freemium | $20/month | Yes |"
   ],
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   "status_evidence": null,
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  {
   "url": "https://thestackmap.com/category/search",
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    "| [Phind](/tools/phind/) | \u2605 4.5 | freemium | $20/month | Yes |"
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    "| Tool | Rating | Pricing | Starting Price | Free Tier |",
    "| [Tavily](/tools/tavily/) | \u2605 4.2 | freemium | $30/month | Yes |"
   ],
   "launch_year_evidence": null,
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  },
  {
   "url": "https://growthhunt.ai/blog/how-genspark-grew-to-200m-arr",
   "title": "How Genspark Grew to $200M ARR in 11 Months After Abandoning 5M Users",
   "published_at": "2026-05-21T00:00:00",
   "engine": "Sparkpages",
   "launch_year": "2024",
   "status": "abandoned",
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    "On June 18, 2024, Genspark and its Sparkpages search product went live."
   ],
   "status_evidence": [
    "How Genspark Grew to $200M ARR in 11 Months After Abandoning 5M Users",
    "Genspark spent nine months as an AI search engine, reached **5M+ registered users with almost no disclosed revenue**, then abandoned that product to launch an agent \u2014 riding a competitor's viral wave three weeks late, on purpose."
   ],
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  },
  {
   "url": "https://factually.co/fact-checks/electronics-tech/duckduckgo-vs-google-search-ai-accuracy-usefulness-cad137",
   "title": "How Do DuckDuckGo\u2019s Search Results and AI Features Com...",
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   "launch_year_evidence": null,
   "status_evidence": [
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  },
  {
   "url": "https://factually.co/fact-checks/electronics-tech/duckduckgo-vs-google-search-ai-accuracy-usefulness-cad137",
   "title": "How Do DuckDuckGo\u2019s Search Results and AI Features Com...",
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   "launch_year_evidence": null,
   "status_evidence": [
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  },
  {
   "url": "https://factually.co/fact-checks/electronics-tech/duckduckgo-vs-google-search-ai-accuracy-usefulness-cad137",
   "title": "How Do DuckDuckGo\u2019s Search Results and AI Features Com...",
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    "DuckDuckGo today positions itself as a privacy-first alternative to Google, offering optional AI features and decent results for everyday queries, but it generally trails Google on deep technical, local, and follow\u2011up conversational searches where Google\u2019s AI (Gemini) and vertical integrations still provide more accurate and complete answers [[1]](https://www.sigmabrowser.com/blog/duckduckgo-vs-google-privacy-search-quality-ai-compared-in-2026) [[2]](https://www.allthingssecured.com/reviews/browsers/duckduckgo-vs-google/)."
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   "launch_year_evidence": null,
   "status_evidence": [
    "**Executive summary**",
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   ],
   "region_evidence": null,
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  },
  {
   "url": "https://globalbusinesswatch.com/article/923084645-answer-engine-a-new-open-source-tool-for-ai-and-semantic-search-that-cites-its-sources-or-says-i-don-t-know",
   "title": "Answer Engine: A New Open-Source Tool for AI and Semantic Search That Cites Its Sources \u2014 or Says \"I Don't Know\"",
   "published_at": null,
   "engine": "Google's AI Overviews",
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   "engine_evidence": [
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    "As AI answer engines like Google's AI Overviews, Perplexity, ChatGPT, Copilot, and Gemini replace the list of links with a single composed answer, a new failure has come with them: these tools can return confident judgments in their own voice, sometimes citing sources that do not support the claim, sometimes describing work that does not exist, and often without a clear author a reader can question."
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   "title": "Answer Engine: A New Open-Source Tool for AI and Semantic Search That Cites Its Sources \u2014 or Says \"I Don't Know\"",
   "published_at": null,
   "engine": "Perplexity",
   "launch_year": null,
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   "engine_evidence": [
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    "As AI answer engines like Google's AI Overviews, Perplexity, ChatGPT, Copilot, and Gemini replace the list of links with a single composed answer, a new failure has come with them: these tools can return confident judgments in their own voice, sometimes citing sources that do not support the claim, sometimes describing work that does not exist, and often without a clear author a reader can question."
   ],
   "launch_year_evidence": null,
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  },
  {
   "url": "https://mixtpatrik.github.io/killedbyai",
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   "engine": "Neeva",
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   ],
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   ],
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   "url": "https://aimlapi.com/blog/ai-search-engine",
   "title": "AI Search Engines 2026: A Comparison of Perplexity, Google, and Emerging Challengers for Research and Everyday Use",
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    "- Perplexity"
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  },
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   "url": "https://aimlapi.com/blog/ai-search-engine",
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   "status": null,
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    "### Core Market Structure",
    "- You.com"
   ],
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  },
  {
   "url": "https://aimlapi.com/blog/ai-search-engine",
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  {
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    "This guide analyzes the top AI search engines, categorizing them as either AI-native answer engines like Perplexity or AI-enhanced traditional giants like Google Gemini.",
    "- Google Gemini"
   ],
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   "url": "https://aimlapi.com/blog/ai-search-engine",
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  {
   "url": "https://aimlapi.com/blog/ai-search-engine",
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   "engine": "ChatGPT Search",
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  {
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   "engine": "Phind",
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   "engine_evidence": [
    "### Engine Categories",
    "| Category | Engines |",
    "| Developer-centric | Phind |"
   ],
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  },
  {
   "url": "https://aimlapi.com/blog/ai-search-engine",
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   "engine": "ChatGPT",
   "launch_year": null,
   "status": null,
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   "engine_evidence": [
    "### Engine Categories",
    "| Category | Engines |",
    "| Conversational generalists | ChatGPT, Gemini, Copilot |"
   ],
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  },
  {
   "url": "https://aimlapi.com/blog/ai-search-engine",
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   "engine": "Gemini",
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   "engine_evidence": [
    "### Engine Categories",
    "| Category | Engines |",
    "| Conversational generalists | ChatGPT, Gemini, Copilot |"
   ],
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   "region_evidence": null,
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  },
  {
   "url": "https://aimlapi.com/blog/ai-search-engine",
   "title": "AI Search Engines 2026: A Comparison of Perplexity, Google, and Emerging Challengers for Research and Everyday Use",
   "published_at": "2026-04-13T11:53:56",
   "engine": "Copilot",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "### Engine Categories",
    "| Category | Engines |",
    "| Conversational generalists | ChatGPT, Gemini, Copilot |"
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://aimlapi.com/blog/ai-search-engine",
   "title": "AI Search Engines 2026: A Comparison of Perplexity, Google, and Emerging Challengers for Research and Everyday Use",
   "published_at": "2026-04-13T11:53:56",
   "engine": "Brave Leo",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "### Engine Categories",
    "| Category | Engines |",
    "| Privacy-first | Brave Leo |"
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
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  },
  {
   "url": "https://aimlapi.com/blog/ai-search-engine",
   "title": "AI Search Engines 2026: A Comparison of Perplexity, Google, and Emerging Challengers for Research and Everyday Use",
   "published_at": "2026-04-13T11:53:56",
   "engine": "Arc Search",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "### Engine Categories",
    "| Category | Engines |",
    "| Browser-integrated agents | Arc Search |"
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://nextstair.com/news/gemini-3-5-flash-takes-over-google-ai-search",
   "title": "Google Sets Gemini 3.5 Flash as Default Model for AI Mode Search Worldwide",
   "published_at": "2026-07-04T02:20:57",
   "engine": "Google Search AI Mode",
   "launch_year": "2026",
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "# Google Sets Gemini 3.5 Flash as Default Model for AI Mode Search Worldwide",
    "Google made Gemini 3.5 Flash the default model for AI Mode in Google Search globally on May 19, 2026, covering nearly 200 countries and 98 languages as part of the biggest Search overhaul in 25 years."
   ],
   "launch_year_evidence": [
    "# Google Sets Gemini 3.5 Flash as Default Model for AI Mode Search Worldwide",
    "Google made Gemini 3.5 Flash the default model for AI Mode in Google Search globally on May 19, 2026, covering nearly 200 countries and 98 languages as part of the biggest Search overhaul in 25 years."
   ],
   "status_evidence": [
    "# Google Sets Gemini 3.5 Flash as Default Model for AI Mode Search Worldwide",
    "Google confirmed that AI Mode in Search has surpassed 1 billion monthly active users."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://findskill.ai/blog/perplexity-comet-ios-review",
   "title": "Perplexity Comet iOS Review: Should You Ditch Safari?",
   "published_at": "2026-03-20T00:00:00",
   "engine": "Comet",
   "launch_year": "2025",
   "status": "active",
   "region": null,
   "category": "AI search",
   "engine_evidence": [
    "Perplexity Comet iOS Review: Should You Ditch Safari?",
    "Hands-on Perplexity Comet iOS review after daily use.",
    "If you\u2019ve been using Perplexity for research (and if you haven\u2019t, [you should compare it to the alternatives](/blog/perplexity-vs-chatgpt-vs-gemini-research/)), Comet is Perplexity\u2019s bet that AI shouldn\u2019t just live in a search box \u2013 it should live in your browser."
   ],
   "launch_year_evidence": [
    "Perplexity Comet iOS Review: Should You Ditch Safari?",
    "Perplexity originally launched Comet on desktop in July 2025 at a jaw-dropping $200/month."
   ],
   "status_evidence": [
    "Perplexity Comet iOS Review: Should You Ditch Safari?",
    "And now, as of March 18, 2026, it\u2019s on iOS \u2013 completely free to download and use, with Pro features available for $20/month."
   ],
   "region_evidence": null,
   "category_evidence": [
    "Perplexity Comet iOS Review: Should You Ditch Safari?",
    "That\u2019s Comet. An AI-native browser where Perplexity\u2019s search engine is baked into every interaction, not bolted on as an extension.",
    "| Feature | Safari | Chrome iOS | Arc Search | Comet |",
    "| **Default search** | Configurable | Google | Google | Perplexity AI + Google fallback |"
   ]
  },
  {
   "url": "http://duckduckgo.com/updates",
   "title": "What\u2019s New in DuckDuckGo",
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   "engine": "Search Assist",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "What\u2019s New in\nDuckDuckGo",
    "Search Assist, our optional AI search feature, has a new \"Explore More\" section."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "What\u2019s New in\nDuckDuckGo",
    "Search Assist, our optional AI search feature, has a new \"Explore More\" section."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://europeannewsupdate.com/article/923084645-answer-engine-a-new-open-source-tool-for-ai-and-semantic-search-that-cites-its-sources-or-says-i-don-t-know",
   "title": "Answer Engine: A New Open-Source Tool for AI and Semantic Search That Cites Its Sources \u2014 or Says \"I Don't Know\"",
   "published_at": null,
   "engine": "Google's AI Overviews",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "Answer Engine: A New Open-Source Tool for AI and Semantic Search That Cites Its Sources \u2014 or Says \"I Don't Know\"",
    "As AI answer engines like Google's AI Overviews, Perplexity, ChatGPT, Copilot, and Gemini replace the list of links with a single composed answer, a new failure has come with them: these tools can return confident judgments in their own voice, sometimes citing sources that do not support the claim, sometimes describing work that does not exist, and often without a clear author a reader can question."
   ],
   "launch_year_evidence": null,
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  },
  {
   "url": "https://europeannewsupdate.com/article/923084645-answer-engine-a-new-open-source-tool-for-ai-and-semantic-search-that-cites-its-sources-or-says-i-don-t-know",
   "title": "Answer Engine: A New Open-Source Tool for AI and Semantic Search That Cites Its Sources \u2014 or Says \"I Don't Know\"",
   "published_at": null,
   "engine": "Perplexity",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "Answer Engine: A New Open-Source Tool for AI and Semantic Search That Cites Its Sources \u2014 or Says \"I Don't Know\"",
    "As AI answer engines like Google's AI Overviews, Perplexity, ChatGPT, Copilot, and Gemini replace the list of links with a single composed answer, a new failure has come with them: these tools can return confident judgments in their own voice, sometimes citing sources that do not support the claim, sometimes describing work that does not exist, and often without a clear author a reader can question."
   ],
   "launch_year_evidence": null,
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  },
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    "| [ChatGPT Search](https://help.openai.com/en/articles/9237897-chatgpt-search) | Search inside ChatGPT conversations | Can depend on plan limits |"
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    "As AI answer engines like Google's AI Overviews, Perplexity, ChatGPT, Copilot, and Gemini replace the list of links with a single composed answer, a new failure has come with them: these tools can return confident judgments in their own voice, sometimes citing sources that do not support the claim, sometimes describing work that does not exist, and often without a clear author a reader can question."
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    "As AI answer engines like Google's AI Overviews, Perplexity, ChatGPT, Copilot, and Gemini replace the list of links with a single composed answer, a new failure has come with them: these tools can return confident judgments in their own voice, sometimes citing sources that do not support the claim, sometimes describing work that does not exist, and often without a clear author a reader can question."
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    "As AI answer engines like Google's AI Overviews, Perplexity, ChatGPT, Copilot, and Gemini replace the list of links with a single composed answer, a new failure has come with them: these tools can return confident judgments in their own voice, sometimes citing sources that do not support the claim, sometimes describing work that does not exist, and often without a clear author a reader can question."
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  },
  {
   "url": "https://substack.com/home/post/p-164126379",
   "title": "Letter to Arc members 2025",
   "published_at": "2025-05-26T23:05:42",
   "engine": "Perplexity",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "In 2023, we started seeing it happen, across categories that felt just as old and cemented as browsers.",
    "ChatGPT and Perplexity were actually threatening Google.",
    "Dear Arc members,"
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://aiintelreport.com/research/best-ai-search-engines-2026",
   "title": "Best AI Search Engines in 2026: Ranked & Tested",
   "published_at": "2026-06-14T16:55:06",
   "engine": "Perplexity",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "# Best AI Search Engines in 2026: Ranked & Tested",
    "We tested the leading AI search and answer engines on citation quality, freshness, research depth and price to find the ones worth your query in 2026.",
    "| 1 | Perplexity | 4.5 | Researchers and knowledge workers who want fast, cited answers they can verify | Free; Pro $20/mo |",
    "Perplexity remains the answer engine the rest of the category is measured against, and after a full testing window it is still the one we reach for first on general-knowledge questions."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "# Best AI Search Engines in 2026: Ranked & Tested",
    "We tested the leading AI search and answer engines on citation quality, freshness, research depth and price to find the ones worth your query in 2026.",
    "| 1 | Perplexity | 4.5 | Researchers and knowledge workers who want fast, cited answers they can verify | Free; Pro $20/mo |",
    "Perplexity remains the answer engine the rest of the category is measured against, and after a full testing window it is still the one we reach for first on general-knowledge questions."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://aiintelreport.com/research/best-ai-search-engines-2026",
   "title": "Best AI Search Engines in 2026: Ranked & Tested",
   "published_at": "2026-06-14T16:55:06",
   "engine": "ChatGPT Search",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "# Best AI Search Engines in 2026: Ranked & Tested",
    "We tested the leading AI search and answer engines on citation quality, freshness, research depth and price to find the ones worth your query in 2026.",
    "| 2 | ChatGPT Search | 4.5 | Analysts and writers who need long, well-structured cited reports in one place | Free; Plus $20/mo |",
    "ChatGPT Search is less a standalone search engine than a web-grounding layer wrapped around the most widely used assistant on the internet \u2014 and that integration is precisely its strength."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "# Best AI Search Engines in 2026: Ranked & Tested",
    "We tested the leading AI search and answer engines on citation quality, freshness, research depth and price to find the ones worth your query in 2026.",
    "| 2 | ChatGPT Search | 4.5 | Analysts and writers who need long, well-structured cited reports in one place | Free; Plus $20/mo |",
    "ChatGPT Search is less a standalone search engine than a web-grounding layer wrapped around the most widely used assistant on the internet \u2014 and that integration is precisely its strength."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://aiintelreport.com/research/best-ai-search-engines-2026",
   "title": "Best AI Search Engines in 2026: Ranked & Tested",
   "published_at": "2026-06-14T16:55:06",
   "engine": "Google AI Mode",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "# Best AI Search Engines in 2026: Ranked & Tested",
    "We tested the leading AI search and answer engines on citation quality, freshness, research depth and price to find the ones worth your query in 2026.",
    "| 3 | Google AI Mode | 4.0 | Everyday users who want fast, fresh answers for local and commercial queries | Free; AI Plus from $4.99/mo |",
    "Google AI Mode is the answer engine with the most decisive structural advantage: it sits on the largest, freshest live index on the web, so for local, commercial and breaking-news queries nothing returns more current results."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "# Best AI Search Engines in 2026: Ranked & Tested",
    "We tested the leading AI search and answer engines on citation quality, freshness, research depth and price to find the ones worth your query in 2026.",
    "| 3 | Google AI Mode | 4.0 | Everyday users who want fast, fresh answers for local and commercial queries | Free; AI Plus from $4.99/mo |",
    "Google AI Mode is the answer engine with the most decisive structural advantage: it sits on the largest, freshest live index on the web, so for local, commercial and breaking-news queries nothing returns more current results."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://aiintelreport.com/research/best-ai-search-engines-2026",
   "title": "Best AI Search Engines in 2026: Ranked & Tested",
   "published_at": "2026-06-14T16:55:06",
   "engine": "Claude",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "# Best AI Search Engines in 2026: Ranked & Tested",
    "We tested the leading AI search and answer engines on citation quality, freshness, research depth and price to find the ones worth your query in 2026.",
    "| 4 | Claude | 4.0 | Professionals reasoning over uploaded documents alongside live web sources | Free; Pro $20/mo |",
    "Claude approaches search from the opposite direction to Perplexity: rather than maximizing source count, it prioritizes how carefully it reasons over the sources it does pull."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "# Best AI Search Engines in 2026: Ranked & Tested",
    "We tested the leading AI search and answer engines on citation quality, freshness, research depth and price to find the ones worth your query in 2026.",
    "| 4 | Claude | 4.0 | Professionals reasoning over uploaded documents alongside live web sources | Free; Pro $20/mo |",
    "Claude approaches search from the opposite direction to Perplexity: rather than maximizing source count, it prioritizes how carefully it reasons over the sources it does pull."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://aiintelreport.com/research/best-ai-search-engines-2026",
   "title": "Best AI Search Engines in 2026: Ranked & Tested",
   "published_at": "2026-06-14T16:55:06",
   "engine": "Brave Search",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "# Best AI Search Engines in 2026: Ranked & Tested",
    "We tested the leading AI search and answer engines on citation quality, freshness, research depth and price to find the ones worth your query in 2026.",
    "| 5 | Brave Search | 4.0 | Privacy-conscious users who want cited AI answers on an independent index, cheaply | Free; Premium ~$3/mo |",
    "Brave Search is the value pick, and the only general engine on this list whose independence is structural rather than rhetorical."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "# Best AI Search Engines in 2026: Ranked & Tested",
    "We tested the leading AI search and answer engines on citation quality, freshness, research depth and price to find the ones worth your query in 2026.",
    "| 5 | Brave Search | 4.0 | Privacy-conscious users who want cited AI answers on an independent index, cheaply | Free; Premium ~$3/mo |",
    "Brave Search is the value pick, and the only general engine on this list whose independence is structural rather than rhetorical."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://aiintelreport.com/research/best-ai-search-engines-2026",
   "title": "Best AI Search Engines in 2026: Ranked & Tested",
   "published_at": "2026-06-14T16:55:06",
   "engine": "Grok",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "# Best AI Search Engines in 2026: Ranked & Tested",
    "We tested the leading AI search and answer engines on citation quality, freshness, research depth and price to find the ones worth your query in 2026.",
    "| 6 | Grok | 3.5 | Journalists and analysts tracking breaking news and live X-native conversation | SuperGrok from $30/mo |",
    "Grok earns its place on a single decisive differentiator: it is the only major answer engine with exclusive first-party access to X (formerly Twitter), which makes it the sharpest tool for breaking news, live sentiment and anything that is being discussed on the platform before it reaches the open web."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "# Best AI Search Engines in 2026: Ranked & Tested",
    "We tested the leading AI search and answer engines on citation quality, freshness, research depth and price to find the ones worth your query in 2026.",
    "| 6 | Grok | 3.5 | Journalists and analysts tracking breaking news and live X-native conversation | SuperGrok from $30/mo |",
    "Grok earns its place on a single decisive differentiator: it is the only major answer engine with exclusive first-party access to X (formerly Twitter), which makes it the sharpest tool for breaking news, live sentiment and anything that is being discussed on the platform before it reaches the open web."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://aiintelreport.com/research/best-ai-search-engines-2026",
   "title": "Best AI Search Engines in 2026: Ranked & Tested",
   "published_at": "2026-06-14T16:55:06",
   "engine": "Kagi",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "# Best AI Search Engines in 2026: Ranked & Tested",
    "We tested the leading AI search and answer engines on citation quality, freshness, research depth and price to find the ones worth your query in 2026.",
    "| 7 | Kagi | 3.5 | Power users who will pay for ad-free, customizable private search | Professional $10/mo |",
    "Kagi makes the cleanest privacy argument in the category: it is funded entirely by subscriptions, so it has no ads, no behavioral profiles and no incentive to monetize your attention \u2014 you are the customer, not the product."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "# Best AI Search Engines in 2026: Ranked & Tested",
    "We tested the leading AI search and answer engines on citation quality, freshness, research depth and price to find the ones worth your query in 2026.",
    "| 7 | Kagi | 3.5 | Power users who will pay for ad-free, customizable private search | Professional $10/mo |",
    "Kagi makes the cleanest privacy argument in the category: it is funded entirely by subscriptions, so it has no ads, no behavioral profiles and no incentive to monetize your attention \u2014 you are the customer, not the product."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://aiintelreport.com/research/best-ai-search-engines-2026",
   "title": "Best AI Search Engines in 2026: Ranked & Tested",
   "published_at": "2026-06-14T16:55:06",
   "engine": "Consensus",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "# Best AI Search Engines in 2026: Ranked & Tested",
    "We tested the leading AI search and answer engines on citation quality, freshness, research depth and price to find the ones worth your query in 2026.",
    "| 8 | Consensus | 4.0 | Clinicians, students and writers who need evidence-graded scientific answers | Free; Pro $15/mo |",
    "Consensus is the specialist on this list, and it earns its ranking by doing one thing the general engines structurally cannot: answering questions exclusively from peer-reviewed scientific literature."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "# Best AI Search Engines in 2026: Ranked & Tested",
    "We tested the leading AI search and answer engines on citation quality, freshness, research depth and price to find the ones worth your query in 2026.",
    "| 8 | Consensus | 4.0 | Clinicians, students and writers who need evidence-graded scientific answers | Free; Pro $15/mo |",
    "Consensus is the specialist on this list, and it earns its ranking by doing one thing the general engines structurally cannot: answering questions exclusively from peer-reviewed scientific literature."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://searchengineland.com/google-ai-mode-us-searchers-455654",
   "title": "Google launches AI Mode to all U.S. searchers with new features",
   "published_at": "2025-05-20T17:45:00",
   "engine": "AI Mode",
   "launch_year": "2025",
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "# Google launches AI Mode to all U.S. searchers with new features",
    "Google AI Mode is now available to all U.S. searchers without having to opt into it within Search Labs."
   ],
   "launch_year_evidence": [
    "# Google launches AI Mode to all U.S. searchers with new features",
    "Google AI Mode is now available to all U.S. searchers without having to opt into it within Search Labs."
   ],
   "status_evidence": [
    "# Google launches AI Mode to all U.S. searchers with new features",
    "Google AI Mode is now available to all U.S. searchers without having to opt into it within Search Labs."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://searchengineland.com/google-ai-mode-us-searchers-455654",
   "title": "Google launches AI Mode to all U.S. searchers with new features",
   "published_at": "2025-05-20T17:45:00",
   "engine": "Copilot Search",
   "launch_year": "2023",
   "status": "renamed",
   "region": null,
   "category": null,
   "engine_evidence": [
    "# Google launches AI Mode to all U.S. searchers with new features",
    "**Deep Search.** The name \u201cDeep search\u201d sound familiar? Well, it should, it is what Microsoft called its AI search feature \u2013 Deep Search with Bing back in December 2023. Microsoft has since [renamed it Copilot Search in Bing](https://searchengineland.com/microsoft-officially-launches-copilot-search-in-bing-453958)."
   ],
   "launch_year_evidence": [
    "# Google launches AI Mode to all U.S. searchers with new features",
    "**Deep Search.** The name \u201cDeep search\u201d sound familiar? Well, it should, it is what Microsoft called its AI search feature \u2013 Deep Search with Bing back in December 2023."
   ],
   "status_evidence": [
    "# Google launches AI Mode to all U.S. searchers with new features",
    "**Deep Search.** The name \u201cDeep search\u201d sound familiar? Well, it should, it is what Microsoft called its AI search feature \u2013 Deep Search with Bing back in December 2023. Microsoft has since [renamed it Copilot Search in Bing](https://searchengineland.com/microsoft-officially-launches-copilot-search-in-bing-453958)."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://felo.ai/blog/tags/gen-spark",
   "title": "2 posts tagged with \"GenSpark\" | Felo Search Blog",
   "published_at": "2024-10-09T08:02:14",
   "engine": "Felo AI Search",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "# 2 posts tagged with \"GenSpark\"",
    "Felo vs GenSpark vs Perplexity: Comparison of AI Search Tools",
    "This article compares Felo AI Search, GenSpark, and Perplexity, highlighting Felo's unique cross-language capabilities."
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://felo.ai/blog/tags/gen-spark",
   "title": "2 posts tagged with \"GenSpark\" | Felo Search Blog",
   "published_at": "2024-10-09T08:02:14",
   "engine": "GenSpark",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "# 2 posts tagged with \"GenSpark\"",
    "Felo vs GenSpark vs Perplexity: Comparison of AI Search Tools",
    "This article compares Felo AI Search, GenSpark, and Perplexity, highlighting Felo's unique cross-language capabilities."
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://felo.ai/blog/tags/gen-spark",
   "title": "2 posts tagged with \"GenSpark\" | Felo Search Blog",
   "published_at": "2024-10-09T08:02:14",
   "engine": "Perplexity",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "# 2 posts tagged with \"GenSpark\"",
    "Felo vs GenSpark vs Perplexity: Comparison of AI Search Tools",
    "This article compares Felo AI Search, GenSpark, and Perplexity, highlighting Felo's unique cross-language capabilities."
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://help.mistral.ai/en/articles/347589-how-do-i-search-the-web-and-open-links-in-le-chat",
   "title": "How do I search the web and open links in le Chat?",
   "published_at": "2025-10-23T23:42:01",
   "engine": "Web search",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "You can ask le Chat to pull **fresh information from the internet** and **open a page you share**.",
    "# 1. Activate Web search",
    "If needed, open `Tools` (1) and select `Web search` (2) to turn it on."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "You can ask le Chat to pull **fresh information from the internet** and **open a page you share**.",
    "# 1. Activate Web search",
    "If needed, open `Tools` (1) and select `Web search` (2) to turn it on."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://help.mistral.ai/en/articles/347589-how-do-i-search-the-web-and-open-links-in-le-chat",
   "title": "How do I search the web and open links in le Chat?",
   "published_at": "2025-10-23T23:42:01",
   "engine": "Deep Research",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "You can ask le Chat to pull **fresh information from the internet** and **open a page you share**.",
    "Web search is great for **quick, up-to-date answers**.",
    "If you need a **more in-depth, fully cited report**, try Deep Research."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "You can ask le Chat to pull **fresh information from the internet** and **open a page you share**.",
    "Web search is great for **quick, up-to-date answers**.",
    "If you need a **more in-depth, fully cited report**, try Deep Research."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://smbworldreport.com/article/923084645-answer-engine-a-new-open-source-tool-for-ai-and-semantic-search-that-cites-its-sources-or-says-i-don-t-know",
   "title": "Answer Engine: A New Open-Source Tool for AI and Semantic Search That Cites Its Sources \u2014 or Says \"I Don't Know\"",
   "published_at": null,
   "engine": "Perplexity",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "Answer Engine: A New Open-Source Tool for AI and Semantic Search That Cites Its Sources \u2014 or Says \"I Don't Know\"",
    "As AI answer engines like Google's AI Overviews, Perplexity, ChatGPT, Copilot, and Gemini replace the list of links with a single composed answer, a new failure has come with them: these tools can return confident judgments in their own voice, sometimes citing sources that do not support the claim, sometimes describing work that does not exist, and often without a clear author a reader can question."
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://smbworldreport.com/article/923084645-answer-engine-a-new-open-source-tool-for-ai-and-semantic-search-that-cites-its-sources-or-says-i-don-t-know",
   "title": "Answer Engine: A New Open-Source Tool for AI and Semantic Search That Cites Its Sources \u2014 or Says \"I Don't Know\"",
   "published_at": null,
   "engine": "ChatGPT",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "Answer Engine: A New Open-Source Tool for AI and Semantic Search That Cites Its Sources \u2014 or Says \"I Don't Know\"",
    "As AI answer engines like Google's AI Overviews, Perplexity, ChatGPT, Copilot, and Gemini replace the list of links with a single composed answer, a new failure has come with them: these tools can return confident judgments in their own voice, sometimes citing sources that do not support the claim, sometimes describing work that does not exist, and often without a clear author a reader can question."
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://smbworldreport.com/article/923084645-answer-engine-a-new-open-source-tool-for-ai-and-semantic-search-that-cites-its-sources-or-says-i-don-t-know",
   "title": "Answer Engine: A New Open-Source Tool for AI and Semantic Search That Cites Its Sources \u2014 or Says \"I Don't Know\"",
   "published_at": null,
   "engine": "Copilot",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "Answer Engine: A New Open-Source Tool for AI and Semantic Search That Cites Its Sources \u2014 or Says \"I Don't Know\"",
    "As AI answer engines like Google's AI Overviews, Perplexity, ChatGPT, Copilot, and Gemini replace the list of links with a single composed answer, a new failure has come with them: these tools can return confident judgments in their own voice, sometimes citing sources that do not support the claim, sometimes describing work that does not exist, and often without a clear author a reader can question."
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://smbworldreport.com/article/923084645-answer-engine-a-new-open-source-tool-for-ai-and-semantic-search-that-cites-its-sources-or-says-i-don-t-know",
   "title": "Answer Engine: A New Open-Source Tool for AI and Semantic Search That Cites Its Sources \u2014 or Says \"I Don't Know\"",
   "published_at": null,
   "engine": "Gemini",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "Answer Engine: A New Open-Source Tool for AI and Semantic Search That Cites Its Sources \u2014 or Says \"I Don't Know\"",
    "As AI answer engines like Google's AI Overviews, Perplexity, ChatGPT, Copilot, and Gemini replace the list of links with a single composed answer, a new failure has come with them: these tools can return confident judgments in their own voice, sometimes citing sources that do not support the claim, sometimes describing work that does not exist, and often without a clear author a reader can question."
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://recited.io/kb/ai-search-engines/major-ai-search-platforms/neeva-and-privacy-focused-ai-search",
   "title": "Neeva and Privacy-Focused AI Search",
   "published_at": "2026-01-12T19:04:29",
   "engine": "NeevaAI",
   "launch_year": null,
   "status": "discontinued",
   "region": null,
   "category": null,
   "engine_evidence": [
    "# Neeva and Privacy-Focused AI Search",
    "Initially, Neeva focused on delivering traditional search results without tracking, but rapidly integrated advanced AI capabilities through its NeevaAI engine, which synthesized information from multiple sources and provided cited answers to user queries 56."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "# Neeva and Privacy-Focused AI Search",
    "In the broader field of AI search engines, Neeva mattered by challenging the ad-driven surveillance model, demonstrating viable alternatives via subscription revenue, and advancing generative AI integration for synthesized responses, though it ceased consumer operations in 2023 to pivot toward enterprise AI applications 3."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://leemjaz.com/best-ai-search-engines",
   "title": "Best AI Search Engines in 2026: 10 Top Picks Ranked",
   "published_at": "2026-06-09T19:03:13",
   "engine": "Perplexity AI",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "# Best AI Search Engines in 2026: 10 Top Picks Ranked",
    "> The best AI search engines in 2026 are Perplexity AI (best for cited research), Google AI Mode (best for daily search with deep web index), ChatGPT Search (best for conversational research), Microsoft Copilot (best for Microsoft ecosystem and free), Claude (best for analysis and long documents), Brave Search AI (best for privacy and independent index), Andi Search (best for visual answers), Felo (best for multilingual), Kagi (best premium ad free option), and Gemini (best for Google Workspace users).",
    "#### **1. Perplexity AI \u2014 Best for Cited Research**",
    "Perplexity is the citation first AI search engine."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "# Best AI Search Engines in 2026: 10 Top Picks Ranked",
    "These are the platforms worth your time in 2026, based on real testing and what actually matters for different use cases.",
    "#### **1. Perplexity AI \u2014 Best for Cited Research**",
    "Perplexity is the citation first AI search engine."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://leemjaz.com/best-ai-search-engines",
   "title": "Best AI Search Engines in 2026: 10 Top Picks Ranked",
   "published_at": "2026-06-09T19:03:13",
   "engine": "Google AI Mode",
   "launch_year": "2026",
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "# Best AI Search Engines in 2026: 10 Top Picks Ranked",
    "Google launched AI Mode globally with Gemini 3 in January 2026.",
    "> The best AI search engines in 2026 are Perplexity AI (best for cited research), Google AI Mode (best for daily search with deep web index), ChatGPT Search (best for conversational research), Microsoft Copilot (best for Microsoft ecosystem and free), Claude (best for analysis and long documents), Brave Search AI (best for privacy and independent index), Andi Search (best for visual answers), Felo (best for multilingual), Kagi (best premium ad free option), and Gemini (best for Google Workspace users).",
    "#### **2. Google AI Mode \u2014 Best for Daily Search**"
   ],
   "launch_year_evidence": [
    "# Best AI Search Engines in 2026: 10 Top Picks Ranked",
    "Google launched AI Mode globally with Gemini 3 in January 2026."
   ],
   "status_evidence": [
    "# Best AI Search Engines in 2026: 10 Top Picks Ranked",
    "These are the platforms worth your time in 2026, based on real testing and what actually matters for different use cases.",
    "#### **2. Google AI Mode \u2014 Best for Daily Search**",
    "In January 2026, Google made Gemini 3 the default model powering AI Mode globally, and the Deep Search feature now compiles multi source research reports from dozens of pages at once."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://leemjaz.com/best-ai-search-engines",
   "title": "Best AI Search Engines in 2026: 10 Top Picks Ranked",
   "published_at": "2026-06-09T19:03:13",
   "engine": "ChatGPT Search",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "# Best AI Search Engines in 2026: 10 Top Picks Ranked",
    "ChatGPT Search now handles real time web queries.",
    "> The best AI search engines in 2026 are Perplexity AI (best for cited research), Google AI Mode (best for daily search with deep web index), ChatGPT Search (best for conversational research), Microsoft Copilot (best for Microsoft ecosystem and free), Claude (best for analysis and long documents), Brave Search AI (best for privacy and independent index), Andi Search (best for visual answers), Felo (best for multilingual), Kagi (best premium ad free option), and Gemini (best for Google Workspace users).",
    "#### **3. ChatGPT Search \u2014 Best for Conversational Research**"
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "# Best AI Search Engines in 2026: 10 Top Picks Ranked",
    "These are the platforms worth your time in 2026, based on real testing and what actually matters for different use cases.",
    "#### **3. ChatGPT Search \u2014 Best for Conversational Research**",
    "ChatGPT Search is built on top of OpenAI\u2019s models with live web access through Bing\u2019s index."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://leemjaz.com/best-ai-search-engines",
   "title": "Best AI Search Engines in 2026: 10 Top Picks Ranked",
   "published_at": "2026-06-09T19:03:13",
   "engine": "Microsoft Copilot",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "# Best AI Search Engines in 2026: 10 Top Picks Ranked",
    "Perplexity, Microsoft Copilot, Claude, and a wave of newer tools all compete for the same attention.",
    "> The best AI search engines in 2026 are Perplexity AI (best for cited research), Google AI Mode (best for daily search with deep web index), ChatGPT Search (best for conversational research), Microsoft Copilot (best for Microsoft ecosystem and free), Claude (best for analysis and long documents), Brave Search AI (best for privacy and independent index), Andi Search (best for visual answers), Felo (best for multilingual), Kagi (best premium ad free option), and Gemini (best for Google Workspace users).",
    "#### **4. Microsoft Copilot \u2014 Best Free AI Search With Ecosystem Integration**"
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "# Best AI Search Engines in 2026: 10 Top Picks Ranked",
    "These are the platforms worth your time in 2026, based on real testing and what actually matters for different use cases.",
    "#### **4. Microsoft Copilot \u2014 Best Free AI Search With Ecosystem Integration**",
    "Copilot is built into Windows 11, Microsoft Edge, and Microsoft 365, making it the default AI assistant for the entire Microsoft ecosystem."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://leemjaz.com/best-ai-search-engines",
   "title": "Best AI Search Engines in 2026: 10 Top Picks Ranked",
   "published_at": "2026-06-09T19:03:13",
   "engine": "Claude",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "# Best AI Search Engines in 2026: 10 Top Picks Ranked",
    "Perplexity, Microsoft Copilot, Claude, and a wave of newer tools all compete for the same attention.",
    "> The best AI search engines in 2026 are Perplexity AI (best for cited research), Google AI Mode (best for daily search with deep web index), ChatGPT Search (best for conversational research), Microsoft Copilot (best for Microsoft ecosystem and free), Claude (best for analysis and long documents), Brave Search AI (best for privacy and independent index), Andi Search (best for visual answers), Felo (best for multilingual), Kagi (best premium ad free option), and Gemini (best for Google Workspace users).",
    "#### **5. Claude \u2014 Best for Long Document Analysis**"
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "# Best AI Search Engines in 2026: 10 Top Picks Ranked",
    "These are the platforms worth your time in 2026, based on real testing and what actually matters for different use cases.",
    "#### **5. Claude \u2014 Best for Long Document Analysis**",
    "Claude is not a traditional search engine, but its new web search and document analysis features make it powerful for deep research."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://leemjaz.com/best-ai-search-engines",
   "title": "Best AI Search Engines in 2026: 10 Top Picks Ranked",
   "published_at": "2026-06-09T19:03:13",
   "engine": "Brave Search AI",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "# Best AI Search Engines in 2026: 10 Top Picks Ranked",
    "> The best AI search engines in 2026 are Perplexity AI (best for cited research), Google AI Mode (best for daily search with deep web index), ChatGPT Search (best for conversational research), Microsoft Copilot (best for Microsoft ecosystem and free), Claude (best for analysis and long documents), Brave Search AI (best for privacy and independent index), Andi Search (best for visual answers), Felo (best for multilingual), Kagi (best premium ad free option), and Gemini (best for Google Workspace users).",
    "#### **6. Brave Search AI \u2014 Best for Privacy and Independent Index**"
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "# Best AI Search Engines in 2026: 10 Top Picks Ranked",
    "These are the platforms worth your time in 2026, based on real testing and what actually matters for different use cases.",
    "#### **6. Brave Search AI \u2014 Best for Privacy and Independent Index**",
    "Brave Search runs on its own independent web index, not Google\u2019s or Bing\u2019s."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://leemjaz.com/best-ai-search-engines",
   "title": "Best AI Search Engines in 2026: 10 Top Picks Ranked",
   "published_at": "2026-06-09T19:03:13",
   "engine": "Andi Search",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "# Best AI Search Engines in 2026: 10 Top Picks Ranked",
    "> The best AI search engines in 2026 are Perplexity AI (best for cited research), Google AI Mode (best for daily search with deep web index), ChatGPT Search (best for conversational research), Microsoft Copilot (best for Microsoft ecosystem and free), Claude (best for analysis and long documents), Brave Search AI (best for privacy and independent index), Andi Search (best for visual answers), Felo (best for multilingual), Kagi (best premium ad free option), and Gemini (best for Google Workspace users).",
    "#### **7. Andi Search \u2014 Best for Visual Conversational Answers**"
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "# Best AI Search Engines in 2026: 10 Top Picks Ranked",
    "These are the platforms worth your time in 2026, based on real testing and what actually matters for different use cases.",
    "#### **7. Andi Search \u2014 Best for Visual Conversational Answers**",
    "Andi combines AI chatbot conversation with traditional search, presenting answers in a visual card format."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://leemjaz.com/best-ai-search-engines",
   "title": "Best AI Search Engines in 2026: 10 Top Picks Ranked",
   "published_at": "2026-06-09T19:03:13",
   "engine": "Felo Search",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "# Best AI Search Engines in 2026: 10 Top Picks Ranked",
    "> The best AI search engines in 2026 are Perplexity AI (best for cited research), Google AI Mode (best for daily search with deep web index), ChatGPT Search (best for conversational research), Microsoft Copilot (best for Microsoft ecosystem and free), Claude (best for analysis and long documents), Brave Search AI (best for privacy and independent index), Andi Search (best for visual answers), Felo (best for multilingual), Kagi (best premium ad free option), and Gemini (best for Google Workspace users).",
    "#### **8. Felo Search \u2014 Best for Multilingual Research**"
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "# Best AI Search Engines in 2026: 10 Top Picks Ranked",
    "These are the platforms worth your time in 2026, based on real testing and what actually matters for different use cases.",
    "#### **8. Felo Search \u2014 Best for Multilingual Research**",
    "Felo specializes in cross language search and academic database access."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://leemjaz.com/best-ai-search-engines",
   "title": "Best AI Search Engines in 2026: 10 Top Picks Ranked",
   "published_at": "2026-06-09T19:03:13",
   "engine": "Kagi",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "# Best AI Search Engines in 2026: 10 Top Picks Ranked",
    "> The best AI search engines in 2026 are Perplexity AI (best for cited research), Google AI Mode (best for daily search with deep web index), ChatGPT Search (best for conversational research), Microsoft Copilot (best for Microsoft ecosystem and free), Claude (best for analysis and long documents), Brave Search AI (best for privacy and independent index), Andi Search (best for visual answers), Felo (best for multilingual), Kagi (best premium ad free option), and Gemini (best for Google Workspace users).",
    "#### **9. Kagi \u2014 Best Premium Ad Free Search**"
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "# Best AI Search Engines in 2026: 10 Top Picks Ranked",
    "These are the platforms worth your time in 2026, based on real testing and what actually matters for different use cases.",
    "#### **9. Kagi \u2014 Best Premium Ad Free Search**",
    "Kagi is a paid AI search engine that delivers clean, ad free results with high quality citations."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://leemjaz.com/best-ai-search-engines",
   "title": "Best AI Search Engines in 2026: 10 Top Picks Ranked",
   "published_at": "2026-06-09T19:03:13",
   "engine": "Gemini",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "# Best AI Search Engines in 2026: 10 Top Picks Ranked",
    "> The best AI search engines in 2026 are Perplexity AI (best for cited research), Google AI Mode (best for daily search with deep web index), ChatGPT Search (best for conversational research), Microsoft Copilot (best for Microsoft ecosystem and free), Claude (best for analysis and long documents), Brave Search AI (best for privacy and independent index), Andi Search (best for visual answers), Felo (best for multilingual), Kagi (best premium ad free option), and Gemini (best for Google Workspace users).",
    "#### **10. Gemini \u2014 Best for Google Workspace Power Users**"
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "# Best AI Search Engines in 2026: 10 Top Picks Ranked",
    "These are the platforms worth your time in 2026, based on real testing and what actually matters for different use cases.",
    "#### **10. Gemini \u2014 Best for Google Workspace Power Users**",
    "Gemini is Google\u2019s standalone AI assistant, separate from AI Mode inside Google Search."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://lawrencehitches.com/ai-search-tracker",
   "title": "AI Search Feature Tracker",
   "published_at": "2026-05-16T05:33:46",
   "engine": "Yahoo Scout",
   "launch_year": "2026",
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "# AI Search Feature Tracker",
    "Yahoo Scout Launches as Claude-Powered AI Answer Engine",
    "Yahoo launched Scout in beta on January 27, 2026, an AI answer engine powered by Anthropic's Claude and Microsoft Bing's grounding API."
   ],
   "launch_year_evidence": [
    "# AI Search Feature Tracker",
    "Yahoo Scout Launches as Claude-Powered AI Answer Engine",
    "Yahoo launched Scout in beta on January 27, 2026, an AI answer engine powered by Anthropic's Claude and Microsoft Bing's grounding API."
   ],
   "status_evidence": [
    "# AI Search Feature Tracker",
    "Yahoo Scout Launches as Claude-Powered AI Answer Engine",
    "Yahoo launched Scout in beta on January 27, 2026, an AI answer engine powered by Anthropic's Claude and Microsoft Bing's grounding API."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://techyden.com/comet-browser",
   "title": "Comet Browser Review 2026: Features, Performance & compare",
   "published_at": "2025-09-08T05:03:00",
   "engine": "Comet Browser",
   "launch_year": "2026",
   "status": "active",
   "region": null,
   "category": "answer engine",
   "engine_evidence": [
    "# Comet Browser Review 2026: Features, Performance & Is It Better Than Chrome?",
    "Perplexity\u2019s **Comet Browser**, officially launched on April 6, 2026, is the world\u2019s first browser built from the ground up to function as a true AI assistant, not just a search tool."
   ],
   "launch_year_evidence": [
    "# Comet Browser Review 2026: Features, Performance & Is It Better Than Chrome?",
    "Perplexity\u2019s **Comet Browser**, officially launched on April 6, 2026, is the world\u2019s first browser built from the ground up to function as a true AI assistant, not just a search tool."
   ],
   "status_evidence": [
    "# Comet Browser Review 2026: Features, Performance & Is It Better Than Chrome?",
    "> **Quick Verdict:** Comet Browser is the most capable AI agent browser available in 2026."
   ],
   "region_evidence": null,
   "category_evidence": [
    "# Comet Browser Review 2026: Features, Performance & Is It Better Than Chrome?",
    "It functions as an \u201canswer engine\u201d powered by a mix of foundational [large language models](https://techyden.com/ola-krutrim-ai/) (LLMs) like GPT-4o, Claude 4.0 Sonnet, and Perplexity\u2019s proprietary Sonar model."
   ]
  },
  {
   "url": "https://grokipedia.com/page/Gensparkai",
   "title": "Genspark.ai",
   "published_at": "2026-01-16T08:10:08",
   "engine": "Genspark.ai",
   "launch_year": "2024",
   "status": "active",
   "region": null,
   "category": "AI search engine",
   "engine_evidence": [
    "# Genspark.ai",
    "Genspark.ai is an AI-powered all-in-one workspace and super agent platform developed by MainFunc, a company founded in 2023 by former Baidu executives Eric Jing and Kay Zhu, which initially launched as an innovative AI search engine in June 2024 and expanded into advanced autonomous task-handling capabilities by 2025.[1][2][3][4]"
   ],
   "launch_year_evidence": [
    "# Genspark.ai",
    "Genspark.ai is an AI-powered all-in-one workspace and super agent platform developed by MainFunc, a company founded in 2023 by former Baidu executives Eric Jing and Kay Zhu, which initially launched as an innovative AI search engine in June 2024 and expanded into advanced autonomous task-handling capabilities by 2025.[1][2][3][4]"
   ],
   "status_evidence": [
    "# Genspark.ai",
    "In terms of availability, Genspark.ai is accessible globally via its web platform at genspark.ai, with no reported regional restrictions that limit user sign-ups or core functionalities.[25]"
   ],
   "region_evidence": null,
   "category_evidence": [
    "# Genspark.ai",
    "Genspark.ai is an AI-powered all-in-one workspace and super agent platform developed by MainFunc, a company founded in 2023 by former Baidu executives Eric Jing and Kay Zhu, which initially launched as an innovative AI search engine in June 2024 and expanded into advanced autonomous task-handling capabilities by 2025.[1][2][3][4]"
   ]
  },
  {
   "url": "https://internationalworldtimes.com/article/923084645-answer-engine-a-new-open-source-tool-for-ai-and-semantic-search-that-cites-its-sources-or-says-i-don-t-know",
   "title": "Answer Engine: A New Open-Source Tool for AI and Semantic Search That Cites Its Sources \u2014 or Says \"I Don't Know\"",
   "published_at": null,
   "engine": "Google's AI Overviews",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "Answer Engine: A New Open-Source Tool for AI and Semantic Search That Cites Its Sources \u2014 or Says \"I Don't Know\"",
    "As AI answer engines like Google's AI Overviews, Perplexity, ChatGPT, Copilot, and Gemini replace the list of links with a single composed answer, a new failure has come with them: these tools can return confident judgments in their own voice, sometimes citing sources that do not support the claim, sometimes describing work that does not exist, and often without a clear author a reader can question."
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
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   "category_evidence": null
  },
  {
   "url": "https://internationalworldtimes.com/article/923084645-answer-engine-a-new-open-source-tool-for-ai-and-semantic-search-that-cites-its-sources-or-says-i-don-t-know",
   "title": "Answer Engine: A New Open-Source Tool for AI and Semantic Search That Cites Its Sources \u2014 or Says \"I Don't Know\"",
   "published_at": null,
   "engine": "Perplexity",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "Answer Engine: A New Open-Source Tool for AI and Semantic Search That Cites Its Sources \u2014 or Says \"I Don't Know\"",
    "As AI answer engines like Google's AI Overviews, Perplexity, ChatGPT, Copilot, and Gemini replace the list of links with a single composed answer, a new failure has come with them: these tools can return confident judgments in their own voice, sometimes citing sources that do not support the claim, sometimes describing work that does not exist, and often without a clear author a reader can question."
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
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  },
  {
   "url": "https://internationalworldtimes.com/article/923084645-answer-engine-a-new-open-source-tool-for-ai-and-semantic-search-that-cites-its-sources-or-says-i-don-t-know",
   "title": "Answer Engine: A New Open-Source Tool for AI and Semantic Search That Cites Its Sources \u2014 or Says \"I Don't Know\"",
   "published_at": null,
   "engine": "ChatGPT",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "Answer Engine: A New Open-Source Tool for AI and Semantic Search That Cites Its Sources \u2014 or Says \"I Don't Know\"",
    "As AI answer engines like Google's AI Overviews, Perplexity, ChatGPT, Copilot, and Gemini replace the list of links with a single composed answer, a new failure has come with them: these tools can return confident judgments in their own voice, sometimes citing sources that do not support the claim, sometimes describing work that does not exist, and often without a clear author a reader can question."
   ],
   "launch_year_evidence": null,
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  },
  {
   "url": "https://internationalworldtimes.com/article/923084645-answer-engine-a-new-open-source-tool-for-ai-and-semantic-search-that-cites-its-sources-or-says-i-don-t-know",
   "title": "Answer Engine: A New Open-Source Tool for AI and Semantic Search That Cites Its Sources \u2014 or Says \"I Don't Know\"",
   "published_at": null,
   "engine": "Copilot",
   "launch_year": null,
   "status": null,
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   "category": null,
   "engine_evidence": [
    "Answer Engine: A New Open-Source Tool for AI and Semantic Search That Cites Its Sources \u2014 or Says \"I Don't Know\"",
    "As AI answer engines like Google's AI Overviews, Perplexity, ChatGPT, Copilot, and Gemini replace the list of links with a single composed answer, a new failure has come with them: these tools can return confident judgments in their own voice, sometimes citing sources that do not support the claim, sometimes describing work that does not exist, and often without a clear author a reader can question."
   ],
   "launch_year_evidence": null,
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  },
  {
   "url": "https://internationalworldtimes.com/article/923084645-answer-engine-a-new-open-source-tool-for-ai-and-semantic-search-that-cites-its-sources-or-says-i-don-t-know",
   "title": "Answer Engine: A New Open-Source Tool for AI and Semantic Search That Cites Its Sources \u2014 or Says \"I Don't Know\"",
   "published_at": null,
   "engine": "Gemini",
   "launch_year": null,
   "status": null,
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   "category": null,
   "engine_evidence": [
    "Answer Engine: A New Open-Source Tool for AI and Semantic Search That Cites Its Sources \u2014 or Says \"I Don't Know\"",
    "As AI answer engines like Google's AI Overviews, Perplexity, ChatGPT, Copilot, and Gemini replace the list of links with a single composed answer, a new failure has come with them: these tools can return confident judgments in their own voice, sometimes citing sources that do not support the claim, sometimes describing work that does not exist, and often without a clear author a reader can question."
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
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  },
  {
   "url": "https://readytopost.ai/en/blog/google-io-2026-search-changes-explained",
   "title": "5 changes in Google search, explained",
   "published_at": "2026-05-26T11:43:18",
   "engine": "AI Mode",
   "launch_year": "2024",
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "AI tools",
    "AI Mode, now globally default on Gemini 3.5 Flash (free)",
    "AI Mode is the conversational layer above traditional search."
   ],
   "launch_year_evidence": [
    "AI tools",
    "AI Mode, now globally default on Gemini 3.5 Flash (free)",
    "Google launched it in 2024 as an opt-in beta \u2014 you had to switch it on yourself."
   ],
   "status_evidence": [
    "AI tools",
    "AI Mode, now globally default on Gemini 3.5 Flash (free)",
    "It crossed one billion monthly active users in early 2026 and is now the default conversational layer behind the new search bar."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://karozieminski.substack.com/p/perplexity-ai-guide-2026",
   "title": "Perplexity Computer Knowledge Hub (2026)",
   "published_at": "2026-06-30T23:51:00",
   "engine": "Perplexity Search",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "# Perplexity Hub: Perplexity Guides for Computer, Comet, Credits & Workflows (2026)",
    "- Perplexity Search (the answer engine)",
    "Perplexity Search is for searching, as the name rather helpfully suggests."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "# Perplexity Hub: Perplexity Guides for Computer, Comet, Credits & Workflows (2026)",
    "*Last updated: August 2026. Actively maintained.*",
    "Perplexity Search is for searching, as the name rather helpfully suggests."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://karozieminski.substack.com/p/perplexity-ai-guide-2026",
   "title": "Perplexity Computer Knowledge Hub (2026)",
   "published_at": "2026-06-30T23:51:00",
   "engine": "Comet",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "# Perplexity Hub: Perplexity Guides for Computer, Comet, Credits & Workflows (2026)",
    "- Comet (AI browser)",
    "My Perplexity story started with Comet, back when it was still the headline act."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "# Perplexity Hub: Perplexity Guides for Computer, Comet, Credits & Workflows (2026)",
    "*Last updated: August 2026. Actively maintained.*",
    "Since March 2026, it's free for everyone."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://shieldcue.com/providers/kagi/review",
   "title": "Kagi Review 2026: Ad-Free Private Search Engine",
   "published_at": null,
   "engine": "Kagi Assistant",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "Kagi Review",
    "AI-assisted search (Kagi Assistant) on Professional and Ultimate plans",
    "- **Kagi Assistant:** an AI-assisted search tool available on the Professional and Ultimate plans."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "Kagi Review",
    "Why privacy users choose this provider",
    "- AI-assisted search (Kagi Assistant) on Professional and Ultimate plans"
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://github.com/jruns/disable-ai",
   "title": "GitHub - jruns/disable-ai: Browser extension to disable AI features on popular search engines.",
   "published_at": null,
   "engine": "Answer with AI",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "# disable-ai",
    "We disable Brave Search's `Answer with AI` by adding the `summary=0` url parameter to the main Brave Search URL."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "# disable-ai",
    "We disable Brave Search's `Answer with AI` by adding the `summary=0` url parameter to the main Brave Search URL."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://github.com/jruns/disable-ai",
   "title": "GitHub - jruns/disable-ai: Browser extension to disable AI features on popular search engines.",
   "published_at": null,
   "engine": "AI Assist",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "# disable-ai",
    "We disable DuckDuckGo's `AI Assist` by adding the `assist=false` and `kbe=0` url parameter to all DuckDuckGo search URLs."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "# disable-ai",
    "We disable DuckDuckGo's `AI Assist` by adding the `assist=false` and `kbe=0` url parameter to all DuckDuckGo search URLs."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://github.com/jruns/disable-ai",
   "title": "GitHub - jruns/disable-ai: Browser extension to disable AI features on popular search engines.",
   "published_at": null,
   "engine": "Duck.ai Chat",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "# disable-ai",
    "We also turn off Duck.ai Chat by adding the `kbg=-1` url parameter."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "# disable-ai",
    "We also turn off Duck.ai Chat by adding the `kbg=-1` url parameter."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://github.com/jruns/disable-ai",
   "title": "GitHub - jruns/disable-ai: Browser extension to disable AI features on popular search engines.",
   "published_at": null,
   "engine": "AI Overview",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "# disable-ai",
    "We disable Ecosia's `AI Overview` by blocking the AI Overview data request to their API."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "# disable-ai",
    "We disable Ecosia's `AI Overview` by blocking the AI Overview data request to their API."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://github.com/jruns/disable-ai",
   "title": "GitHub - jruns/disable-ai: Browser extension to disable AI features on popular search engines.",
   "published_at": null,
   "engine": "AI Overview",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "# disable-ai",
    "We disable Google's `AI Overview` by adding the `udm=14` parameter to the default Google search URLs."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "# disable-ai",
    "We disable Google's `AI Overview` by adding the `udm=14` parameter to the default Google search URLs."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://github.com/jruns/disable-ai",
   "title": "GitHub - jruns/disable-ai: Browser extension to disable AI features on popular search engines.",
   "published_at": null,
   "engine": "Flash Answer",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "# disable-ai",
    "We disable Qwant's `Flash Answer` by adding the `llm=0` parameter to the default Qwant All/Web search URLs."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "# disable-ai",
    "We disable Qwant's `Flash Answer` by adding the `llm=0` parameter to the default Qwant All/Web search URLs."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://newmarketpitch.com/blogs/news/ai-knowledge-and-search-funding-analysis",
   "title": "New Market Pitch | 50+ Pitch Decks | Fresh Market Signals",
   "published_at": "2026-07-13T13:22:54",
   "engine": "You.com",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "AI Knowledge and Search Startup Funding",
    "The table below lists every disclosed equity round raised by pure-play AI knowledge and search companies between August 2024 and July 2026.",
    "Company What they do Category Date Stage Deal size Region Main investors Source",
    "You.com AI answer engine and productivity assistant combining search, reasoning, and cited answers Answer Engines Sep 2024 Series B $50M North America IVP TechCrunch"
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://newmarketpitch.com/blogs/news/ai-knowledge-and-search-funding-analysis",
   "title": "New Market Pitch | 50+ Pitch Decks | Fresh Market Signals",
   "published_at": "2026-07-13T13:22:54",
   "engine": "Liner",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "AI Knowledge and Search Startup Funding",
    "The table below lists every disclosed equity round raised by pure-play AI knowledge and search companies between August 2024 and July 2026.",
    "Company What they do Category Date Stage Deal size Region Main investors Source",
    "Liner AI search and research assistant that helps users find, summarize, and organize web information Answer Engines Oct 2024 Series B $20M Asia-Pacific Not specified in dataset KED Global"
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://newmarketpitch.com/blogs/news/ai-knowledge-and-search-funding-analysis",
   "title": "New Market Pitch | 50+ Pitch Decks | Fresh Market Signals",
   "published_at": "2026-07-13T13:22:54",
   "engine": "Perplexity",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "AI Knowledge and Search Startup Funding",
    "The table below lists every disclosed equity round raised by pure-play AI knowledge and search companies between August 2024 and July 2026.",
    "Company What they do Category Date Stage Deal size Region Main investors Source",
    "Perplexity AI answer engine combining web search, retrieval, summarization, and cited responses Answer Engines Dec 2024 Series D+ $500M North America IVP; NEA; NVIDIA; Khosla Ventures; Thrive Capital; Menlo Ventures; SoftBank Vision Fund 2 TechCrunch"
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://newmarketpitch.com/blogs/news/ai-knowledge-and-search-funding-analysis",
   "title": "New Market Pitch | 50+ Pitch Decks | Fresh Market Signals",
   "published_at": "2026-07-13T13:22:54",
   "engine": "Genspark",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "AI Knowledge and Search Startup Funding",
    "The table below lists every disclosed equity round raised by pure-play AI knowledge and search companies between August 2024 and July 2026.",
    "Company What they do Category Date Stage Deal size Region Main investors Source",
    "Genspark AI search engine and answer engine that generates structured answers and search pages from web information Answer Engines Feb 2025 Series A $100M North America Not specified in dataset Genspark"
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://newmarketpitch.com/blogs/news/ai-knowledge-and-search-funding-analysis",
   "title": "New Market Pitch | 50+ Pitch Decks | Fresh Market Signals",
   "published_at": "2026-07-13T13:22:54",
   "engine": "Exa",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "AI Knowledge and Search Startup Funding",
    "The table below lists every disclosed equity round raised by pure-play AI knowledge and search companies between August 2024 and July 2026.",
    "Company What they do Category Date Stage Deal size Region Main investors Source",
    "Exa AI-native web search API and search engine built for AI agents and LLM applications Semantic Search APIs Sep 2025 Series B $85M North America Y Combinator; Benchmark; NVIDIA; Lightspeed Venture Partners Exa"
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://newmarketpitch.com/blogs/news/ai-knowledge-and-search-funding-analysis",
   "title": "New Market Pitch | 50+ Pitch Decks | Fresh Market Signals",
   "published_at": "2026-07-13T13:22:54",
   "engine": "Phind",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "AI Knowledge and Search Startup Funding",
    "The table below lists every disclosed equity round raised by pure-play AI knowledge and search companies between August 2024 and July 2026.",
    "Company What they do Category Date Stage Deal size Region Main investors Source",
    "Phind AI answer engine focused on search, technical answers, and visualizing search results Answer Engines Dec 2025 Seed $10.4M North America Y Combinator; Bessemer Axios"
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://theatdb.com/companies/neeva",
   "title": "Neeva \u2014 Search Engine",
   "published_at": null,
   "engine": "Neeva",
   "launch_year": "2021",
   "status": "discontinued",
   "region": null,
   "category": null,
   "engine_evidence": [
    "# Neeva",
    "Neeva offered an ad-free, privacy-first search experience funded by user subscriptions rather than advertising, eliminating tracking and providing unbiased search results without commercial influence.",
    "Neeva was a subscription-based search engine founded in 2019 by former Google executives Sridhar Ramaswamy and Vivek Raghunathan."
   ],
   "launch_year_evidence": [
    "# Neeva",
    "Neeva was a subscription-based search engine founded in 2019 by former Google executives Sridhar Ramaswamy and Vivek Raghunathan.",
    "The company raised significant venture capital funding and launched its consumer search product in 2021, but struggled to gain meaningful market traction in a space dominated by Google."
   ],
   "status_evidence": [
    "# Neeva",
    "Privacy-focused search engine alternative that ceased operations",
    "In May 2023, Neeva announced it would shut down its consumer search engine, and shortly thereafter was acquired by Snowflake, where the team and technology were repurposed for enterprise AI and search applications."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "http://aeo.page/ai-search-optimization",
   "title": "AI Search Optimization: How to Rank in AI Search Engines [2026]",
   "published_at": "2026-01-15T00:00:00",
   "engine": "SearchGPT",
   "launch_year": "2024",
   "status": "integrated",
   "region": null,
   "category": null,
   "engine_evidence": [
    "Definitive Guide",
    "# AI Search Optimization",
    "### ChatGPT Search",
    "[OpenAI announced SearchGPT](https://openai.com/index/searchgpt-prototype/) as a prototype in 2024 and has since integrated search deeply into the main ChatGPT experience."
   ],
   "launch_year_evidence": [
    "Definitive Guide",
    "# AI Search Optimization",
    "### ChatGPT Search",
    "[OpenAI announced SearchGPT](https://openai.com/index/searchgpt-prototype/) as a prototype in 2024 and has since integrated search deeply into the main ChatGPT experience."
   ],
   "status_evidence": [
    "Definitive Guide",
    "# AI Search Optimization",
    "### ChatGPT Search",
    "[OpenAI announced SearchGPT](https://openai.com/index/searchgpt-prototype/) as a prototype in 2024 and has since integrated search deeply into the main ChatGPT experience."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "http://aeo.page/ai-search-optimization",
   "title": "AI Search Optimization: How to Rank in AI Search Engines [2026]",
   "published_at": "2026-01-15T00:00:00",
   "engine": "ChatGPT Search",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "Definitive Guide",
    "# AI Search Optimization",
    "### ChatGPT Search",
    "OpenAI's search-integrated AI assistant."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "Definitive Guide",
    "# AI Search Optimization",
    "### ChatGPT Search",
    "OpenAI's search-integrated AI assistant."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "http://aeo.page/ai-search-optimization",
   "title": "AI Search Optimization: How to Rank in AI Search Engines [2026]",
   "published_at": "2026-01-15T00:00:00",
   "engine": "Perplexity AI",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "Definitive Guide",
    "# AI Search Optimization",
    "### Perplexity AI",
    "The most citation-transparent AI search engine available."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "Definitive Guide",
    "# AI Search Optimization",
    "### Perplexity AI",
    "The most citation-transparent AI search engine available."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "http://aeo.page/ai-search-optimization",
   "title": "AI Search Optimization: How to Rank in AI Search Engines [2026]",
   "published_at": "2026-01-15T00:00:00",
   "engine": "Google AI Overviews",
   "launch_year": "2024",
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "Definitive Guide",
    "# AI Search Optimization",
    "### Google AI Overviews",
    "AI-generated answer summaries displayed directly within Google Search results."
   ],
   "launch_year_evidence": [
    "Definitive Guide",
    "# AI Search Optimization",
    "### Google AI Overviews",
    "[Google's AI Overviews rollout](https://blog.google/products/search/generative-ai-google-search-may-2024/) began in 2024 and has expanded globally."
   ],
   "status_evidence": [
    "Definitive Guide",
    "# AI Search Optimization",
    "### Google AI Overviews",
    "AI-generated answer summaries displayed directly within Google Search results."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "http://aeo.page/ai-search-optimization",
   "title": "AI Search Optimization: How to Rank in AI Search Engines [2026]",
   "published_at": "2026-01-15T00:00:00",
   "engine": "Google Gemini",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "Definitive Guide",
    "# AI Search Optimization",
    "### Google Gemini",
    "Google's standalone AI assistant available at gemini.google.com and across Android, iOS, and Google Workspace."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "Definitive Guide",
    "# AI Search Optimization",
    "### Google Gemini",
    "Google's standalone AI assistant available at gemini.google.com and across Android, iOS, and Google Workspace."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "http://aeo.page/ai-search-optimization",
   "title": "AI Search Optimization: How to Rank in AI Search Engines [2026]",
   "published_at": "2026-01-15T00:00:00",
   "engine": "Claude AI",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "Definitive Guide",
    "# AI Search Optimization",
    "### Claude AI",
    "Anthropic's safety-focused AI assistant with 100M+ users."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "Definitive Guide",
    "# AI Search Optimization",
    "### Claude AI",
    "Anthropic's safety-focused AI assistant with 100M+ users."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "http://aeo.page/ai-search-optimization",
   "title": "AI Search Optimization: How to Rank in AI Search Engines [2026]",
   "published_at": "2026-01-15T00:00:00",
   "engine": "Microsoft Copilot",
   "launch_year": "2023",
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "Definitive Guide",
    "# AI Search Optimization",
    "### Microsoft Copilot",
    "Microsoft's AI assistant integrated across Bing, Edge, Windows, and the entire Microsoft 365 suite."
   ],
   "launch_year_evidence": [
    "Definitive Guide",
    "# AI Search Optimization",
    "### Microsoft Copilot",
    "[Microsoft's AI-powered Bing integration](https://blogs.microsoft.com/blog/2023/02/07/reinventing-search-with-a-new-ai-powered-microsoft-bing-and-edge/) set the stage for Copilot's current reach."
   ],
   "status_evidence": [
    "Definitive Guide",
    "# AI Search Optimization",
    "### Microsoft Copilot",
    "Microsoft's AI assistant integrated across Bing, Edge, Windows, and the entire Microsoft 365 suite."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://andrew.ooo/answers/best-ai-search-engines-may-2026",
   "title": "Best AI Search Engines May 2026: Top 6 Compared",
   "published_at": "2026-05-02T00:00:00",
   "engine": "Perplexity AI",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "# Best AI Search Engines May 2026: Top 6 Compared",
    "| 1 | **Perplexity AI** | Cited research, source-first answers | Free / Pro $20/mo |"
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "# Best AI Search Engines May 2026: Top 6 Compared",
    "Perplexity remains the citation standard in May 2026."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://andrew.ooo/answers/best-ai-search-engines-may-2026",
   "title": "Best AI Search Engines May 2026: Top 6 Compared",
   "published_at": "2026-05-02T00:00:00",
   "engine": "Google AI Mode",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "# Best AI Search Engines May 2026: Top 6 Compared",
    "| 2 | **Google AI Mode** | Everyday lookups, local, shopping | Free |"
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "# Best AI Search Engines May 2026: Top 6 Compared",
    "Google AI Mode (the AI Overviews + AI Mode combo that GA\u2019d through 2025) remains unmatched for everyday search: local businesses, maps, shopping, real-time information, weather, sports."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://andrew.ooo/answers/best-ai-search-engines-may-2026",
   "title": "Best AI Search Engines May 2026: Top 6 Compared",
   "published_at": "2026-05-02T00:00:00",
   "engine": "ChatGPT Search",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "# Best AI Search Engines May 2026: Top 6 Compared",
    "| 3 | **ChatGPT Search** | Structured analysis, deep synthesis | Free / Plus $20/mo |"
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "# Best AI Search Engines May 2026: Top 6 Compared",
    "ChatGPT Search is slower than Perplexity or Google but produces the most thoughtful, structured responses."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://andrew.ooo/answers/best-ai-search-engines-may-2026",
   "title": "Best AI Search Engines May 2026: Top 6 Compared",
   "published_at": "2026-05-02T00:00:00",
   "engine": "Brave AI Search",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "# Best AI Search Engines May 2026: Top 6 Compared",
    "| 4 | **Brave AI Search** | Privacy, independent index | Free |"
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "# Best AI Search Engines May 2026: Top 6 Compared",
    "Brave AI Search uses Brave\u2019s independent index (no Google or Bing dependency) and runs without tracking."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://andrew.ooo/answers/best-ai-search-engines-may-2026",
   "title": "Best AI Search Engines May 2026: Top 6 Compared",
   "published_at": "2026-05-02T00:00:00",
   "engine": "Bing Copilot",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "# Best AI Search Engines May 2026: Top 6 Compared",
    "| 5 | **Bing Copilot** | Microsoft 365 integrated work | Bundled in M365 Copilot |"
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "# Best AI Search Engines May 2026: Top 6 Compared",
    "Bing Copilot is the AI search experience inside Microsoft 365 Copilot."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://andrew.ooo/answers/best-ai-search-engines-may-2026",
   "title": "Best AI Search Engines May 2026: Top 6 Compared",
   "published_at": "2026-05-02T00:00:00",
   "engine": "Kagi",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "# Best AI Search Engines May 2026: Top 6 Compared",
    "| 6 | **Kagi** | Paid ad-free quality search | $10-25/mo |"
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "# Best AI Search Engines May 2026: Top 6 Compared",
    "Kagi is the premium paid search engine with no ads and user-controlled ranking (raise/lower domains in your own results)."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://serptop.pro/perplexity",
   "title": "Perplexity in 2026: How It Picks Sources and How to Get Cited",
   "published_at": "2026-06-03T00:48:14",
   "engine": "Perplexity",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "Perplexity in 2026: How It Picks Sources and How to Get Cited",
    "Perplexity is an AI answer engine that searches the live web, synthesises a direct answer, and footnotes the sources it used."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "Perplexity in 2026: How It Picks Sources and How to Get Cited",
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   "url": "https://serptop.pro/perplexity",
   "title": "Perplexity in 2026: How It Picks Sources and How to Get Cited",
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   "url": "https://serptop.pro/perplexity",
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   "url": "https://rightaichoice.com/tools/tavily",
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  {
   "url": "https://we0.ai/articles/genspark-ceo-eric-jing-on-why",
   "title": "Genspark CEO Eric Jing on Why AI\u2019s Real All-in-One Advantage Is Shared Context",
   "published_at": "2026-08-05T08:33:17",
   "engine": "Genspark",
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   "engine_evidence": [
    "Genspark CEO Eric Jing on Why AI\u2019s Real All-in-One Advantage Is Shared Context",
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   "launch_year_evidence": null,
   "status_evidence": [
    "Genspark CEO Eric Jing on Why AI\u2019s Real All-in-One Advantage Is Shared Context",
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  },
  {
   "url": "https://newscenteruk.com/article/923084645-answer-engine-a-new-open-source-tool-for-ai-and-semantic-search-that-cites-its-sources-or-says-i-don-t-know",
   "title": "Answer Engine: A New Open-Source Tool for AI and Semantic Search That Cites Its Sources \u2014 or Says \"I Don't Know\"",
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   "url": "https://newscenteruk.com/article/923084645-answer-engine-a-new-open-source-tool-for-ai-and-semantic-search-that-cites-its-sources-or-says-i-don-t-know",
   "title": "Answer Engine: A New Open-Source Tool for AI and Semantic Search That Cites Its Sources \u2014 or Says \"I Don't Know\"",
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    "As AI answer engines like Google's AI Overviews, Perplexity, ChatGPT, Copilot, and Gemini replace the list of links with a single composed answer, a new failure has come with them: these tools can return confident judgments in their own voice, sometimes citing sources that do not support the claim, sometimes describing work that does not exist, and often without a clear author a reader can question."
   ],
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  {
   "url": "https://pods.ee/e/548887",
   "title": "Neeva AI Search Engine Shuts Down, Google Bard's First Casualty: What's Next?",
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   "engine": "Neeva AI Search Engine",
   "launch_year": null,
   "status": "discontinued",
   "region": null,
   "category": null,
   "engine_evidence": [
    "The demise of Neeva AI Search Engine has sent shockwaves through the tech world, with Google Bard declaring it as its first casualty."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "The demise of Neeva AI Search Engine has sent shockwaves through the tech world, with Google Bard declaring it as its first casualty.",
    "In this episode, we explore the implications of Neeva's shutdown, the rising competition in the search engine market, and what the future holds for innovative search technologies."
   ],
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  },
  {
   "url": "https://articles.backlinkworks.com/bing-copilot-search-vs-google-ai-mode",
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   "published_at": "2026-06-27T17:01:57",
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   "launch_year": null,
   "status": null,
   "region": null,
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   "engine_evidence": [
    "Google AI Overviews vs ChatGPT Search: Visibility Testing Guide",
    "Google AI Overviews, Google AI Mode, ChatGPT Search, Perplexity, Microsoft Copilot Search, Gemini, and Claude."
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   "url": "https://articles.backlinkworks.com/bing-copilot-search-vs-google-ai-mode",
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   "published_at": "2026-06-27T17:01:57",
   "engine": "Perplexity",
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   "status": null,
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    "Google AI Overviews, Google AI Mode, ChatGPT Search, Perplexity, Microsoft Copilot Search, Gemini, and Claude."
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  {
   "url": "https://articles.backlinkworks.com/bing-copilot-search-vs-google-ai-mode",
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   "published_at": "2026-06-27T17:01:57",
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    "Google AI Overviews, Google AI Mode, ChatGPT Search, Perplexity, Microsoft Copilot Search, Gemini, and Claude.",
    "Microsoft\u2019s Copilot Search and Google\u2019s AI Mode are both designed to help people search more conversationally, but they sit inside different ecosystems and may use different interfaces, source presentation styles, and retrieval methods."
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   "launch_year_evidence": null,
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   "url": "https://useluminix.com/reports/company-overviews/understanding-aravind-srinivas-s-perplexity-thesis-how-he-plans-to-beat-google/source/3",
   "title": "Map the full competitive landscape of AI-native search as of mid-2026: Perplexity, ChatGPT Search (with Atl...",
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   "engine": "Perplexity",
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   "engine_evidence": [
    "# Map the full competitive landscape of AI-native search as of mid-2026: Perplexity, ChatGPT Search\u2026",
    "### Perplexity: Citation-First Research Engine Dominating AI-Native Workflows"
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   "launch_year_evidence": null,
   "status_evidence": [
    "# Map the full competitive landscape of AI-native search as of mid-2026: Perplexity, ChatGPT Search\u2026",
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   ],
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   "url": "https://useluminix.com/reports/company-overviews/understanding-aravind-srinivas-s-perplexity-thesis-how-he-plans-to-beat-google/source/3",
   "title": "Map the full competitive landscape of AI-native search as of mid-2026: Perplexity, ChatGPT Search (with Atl...",
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   "engine": "ChatGPT Search",
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   "status": "active",
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   "engine_evidence": [
    "# Map the full competitive landscape of AI-native search as of mid-2026: Perplexity, ChatGPT Search\u2026",
    "### ChatGPT Search (with Atlas): Conversational Agent Powerhouse for Everyday + Automation"
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "# Map the full competitive landscape of AI-native search as of mid-2026: Perplexity, ChatGPT Search\u2026",
    "### ChatGPT Search (with Atlas): Conversational Agent Powerhouse for Everyday + Automation"
   ],
   "region_evidence": null,
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  },
  {
   "url": "https://useluminix.com/reports/company-overviews/understanding-aravind-srinivas-s-perplexity-thesis-how-he-plans-to-beat-google/source/3",
   "title": "Map the full competitive landscape of AI-native search as of mid-2026: Perplexity, ChatGPT Search (with Atl...",
   "published_at": "2026-05-05T22:58:06",
   "engine": "Google AI Mode / Overviews",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "# Map the full competitive landscape of AI-native search as of mid-2026: Perplexity, ChatGPT Search\u2026",
    "### Google AI Mode / Overviews: Incumbent Hybrid Absorbing AI Disruption Internally"
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "# Map the full competitive landscape of AI-native search as of mid-2026: Perplexity, ChatGPT Search\u2026",
    "### Google AI Mode / Overviews: Incumbent Hybrid Absorbing AI Disruption Internally"
   ],
   "region_evidence": null,
   "category_evidence": null
  },
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   "url": "https://useluminix.com/reports/company-overviews/understanding-aravind-srinivas-s-perplexity-thesis-how-he-plans-to-beat-google/source/3",
   "title": "Map the full competitive landscape of AI-native search as of mid-2026: Perplexity, ChatGPT Search (with Atl...",
   "published_at": "2026-05-05T22:58:06",
   "engine": "Claude Search",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "# Map the full competitive landscape of AI-native search as of mid-2026: Perplexity, ChatGPT Search\u2026",
    "### Claude Search (Anthropic): Enterprise-Centric for Nuanced, High-Value Tasks"
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "# Map the full competitive landscape of AI-native search as of mid-2026: Perplexity, ChatGPT Search\u2026",
    "### Claude Search (Anthropic): Enterprise-Centric for Nuanced, High-Value Tasks"
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://useluminix.com/reports/company-overviews/understanding-aravind-srinivas-s-perplexity-thesis-how-he-plans-to-beat-google/source/3",
   "title": "Map the full competitive landscape of AI-native search as of mid-2026: Perplexity, ChatGPT Search (with Atl...",
   "published_at": "2026-05-05T22:58:06",
   "engine": "You.com",
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   "status": "active",
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   "category": null,
   "engine_evidence": [
    "| Engine | Primary Segment | Monetization (Est. 2026) | Usage/Revenue | Differentiator | Spectrum |",
    "| You.com | Multitaskers/creators | Freemium ($15-20/mo); $40M ARR est. | 1B queries/mo; $1.5B val.[[18]](https://you.com/resources/series-c) | Custom modes/apps integration | Answer-heavy |"
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "| Engine | Primary Segment | Monetization (Est. 2026) | Usage/Revenue | Differentiator | Spectrum |",
    "| You.com | Multitaskers/creators | Freemium ($15-20/mo); $40M ARR est. | 1B queries/mo; $1.5B val.[[18]](https://you.com/resources/series-c) | Custom modes/apps integration | Answer-heavy |"
   ],
   "region_evidence": null,
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  },
  {
   "url": "https://useluminix.com/reports/company-overviews/understanding-aravind-srinivas-s-perplexity-thesis-how-he-plans-to-beat-google/source/3",
   "title": "Map the full competitive landscape of AI-native search as of mid-2026: Perplexity, ChatGPT Search (with Atl...",
   "published_at": "2026-05-05T22:58:06",
   "engine": "Brave Search/Leo",
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   "engine_evidence": [
    "| Engine | Primary Segment | Monetization (Est. 2026) | Usage/Revenue | Differentiator | Spectrum |",
    "| Brave Search/Leo | Privacy users | Premium $3/mo; 100M+ MAU browser, 1.6B queries/mo[[19]](https://brave.com/blog/100m-mau) | Ad-free Leo AI | Hybrid (privacy index) | |"
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "| Engine | Primary Segment | Monetization (Est. 2026) | Usage/Revenue | Differentiator | Spectrum |",
    "| Brave Search/Leo | Privacy users | Premium $3/mo; 100M+ MAU browser, 1.6B queries/mo[[19]](https://brave.com/blog/100m-mau) | Ad-free Leo AI | Hybrid (privacy index) | |"
   ],
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  },
  {
   "url": "https://useluminix.com/reports/company-overviews/understanding-aravind-srinivas-s-perplexity-thesis-how-he-plans-to-beat-google/source/3",
   "title": "Map the full competitive landscape of AI-native search as of mid-2026: Perplexity, ChatGPT Search (with Atl...",
   "published_at": "2026-05-05T22:58:06",
   "engine": "Kagi",
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   "status": "active",
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   "engine_evidence": [
    "| Engine | Primary Segment | Monetization (Est. 2026) | Usage/Revenue | Differentiator | Spectrum |",
    "| Kagi | Power users | Subs $5-25/mo | ~50K users est.[[20]](https://news.ycombinator.com/item?id=44221450) | Lenses/summarizer, no ads | Hybrid-custom |"
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "| Engine | Primary Segment | Monetization (Est. 2026) | Usage/Revenue | Differentiator | Spectrum |",
    "| Kagi | Power users | Subs $5-25/mo | ~50K users est.[[20]](https://news.ycombinator.com/item?id=44221450) | Lenses/summarizer, no ads | Hybrid-custom |"
   ],
   "region_evidence": null,
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  },
  {
   "url": "https://useluminix.com/reports/company-overviews/understanding-aravind-srinivas-s-perplexity-thesis-how-he-plans-to-beat-google/source/3",
   "title": "Map the full competitive landscape of AI-native search as of mid-2026: Perplexity, ChatGPT Search (with Atl...",
   "published_at": "2026-05-05T22:58:06",
   "engine": "Andi",
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   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "| Engine | Primary Segment | Monetization (Est. 2026) | Usage/Revenue | Differentiator | Spectrum |",
    "| Andi | Casual/GenZ | Free (future Plus); <1% share | 5K+ users; $3M funded[[21]](https://pitchbook.com/profiles/company/493375-51) | Visual cards | Answer (snippets) |"
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "| Engine | Primary Segment | Monetization (Est. 2026) | Usage/Revenue | Differentiator | Spectrum |",
    "| Andi | Casual/GenZ | Free (future Plus); <1% share | 5K+ users; $3M funded[[21]](https://pitchbook.com/profiles/company/493375-51) | Visual cards | Answer (snippets) |"
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://useluminix.com/reports/company-overviews/understanding-aravind-srinivas-s-perplexity-thesis-how-he-plans-to-beat-google/source/3",
   "title": "Map the full competitive landscape of AI-native search as of mid-2026: Perplexity, ChatGPT Search (with Atl...",
   "published_at": "2026-05-05T22:58:06",
   "engine": "Phind",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "| Engine | Primary Segment | Monetization (Est. 2026) | Usage/Revenue | Differentiator | Spectrum |",
    "| Phind | Developers | Freemium $20/mo Pro | Niche; shutdown rumors[[22]](https://pitchbook.com/profiles/company/501526-90) | Code queries | Answer (technical) |"
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "| Engine | Primary Segment | Monetization (Est. 2026) | Usage/Revenue | Differentiator | Spectrum |",
    "| Phind | Developers | Freemium $20/mo Pro | Niche; shutdown rumors[[22]](https://pitchbook.com/profiles/company/501526-90) | Code queries | Answer (technical) |"
   ],
   "region_evidence": null,
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  },
  {
   "url": "https://useluminix.com/reports/company-overviews/understanding-aravind-srinivas-s-perplexity-thesis-how-he-plans-to-beat-google/source/3",
   "title": "Map the full competitive landscape of AI-native search as of mid-2026: Perplexity, ChatGPT Search (with Atl...",
   "published_at": "2026-05-05T22:58:06",
   "engine": "Exa",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "| Engine | Primary Segment | Monetization (Est. 2026) | Usage/Revenue | Differentiator | Spectrum |",
    "| Exa | AI devs/agents | API pay-per-use ($5-15/1K reqs); $10M ARR[[23]](https://sacra.com/c/exa) | Semantic/people search | Find page (raw docs) | |"
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "| Engine | Primary Segment | Monetization (Est. 2026) | Usage/Revenue | Differentiator | Spectrum |",
    "| Exa | AI devs/agents | API pay-per-use ($5-15/1K reqs); $10M ARR[[23]](https://sacra.com/c/exa) | Semantic/people search | Find page (raw docs) | |"
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://play.google.com/store/apps/details?id=com.kagi.assistant",
   "title": "Kagi Assistant - Apps on Google Play",
   "published_at": null,
   "engine": "Kagi Assistant",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "## About this app",
    "Kagi Assistant combines Kagi Search with 30+ leading AI models, giving you the best of search and AI in one fast, ad-free app."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "## About this app",
    "Kagi Assistant combines Kagi Search with 30+ leading AI models, giving you the best of search and AI in one fast, ad-free app."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://toolclash.space/tools/tavily",
   "title": "Tavily Review, Features, Pricing & Alternatives (2026) | Tool Clash",
   "published_at": null,
   "engine": "Tavily",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "# Tavily",
    "Tavily",
    "Real-time search API optimized for LLM agents."
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://toolclash.space/tools/tavily",
   "title": "Tavily Review, Features, Pricing & Alternatives (2026) | Tool Clash",
   "published_at": null,
   "engine": "Consensus",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "# Tavily",
    "[### Consensus\nConsensus\nAI-powered search engine for scientific research.\n4.6\nFreemium](/tools/consensus)"
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://toolclash.space/tools/tavily",
   "title": "Tavily Review, Features, Pricing & Alternatives (2026) | Tool Clash",
   "published_at": null,
   "engine": "Elicit",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "# Tavily",
    "[### Elicit\nElicit\nAI research assistant for literature review and synthesis.\n4.7\nFreemium](/tools/elicit)"
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://toolclash.space/tools/tavily",
   "title": "Tavily Review, Features, Pricing & Alternatives (2026) | Tool Clash",
   "published_at": null,
   "engine": "You.com",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "# Tavily",
    "[### You.com\nYou.com\nAI search with multiple modes: smart, genius, research.\n4.3\nFreemium](/tools/you-com)"
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://toolclash.space/tools/tavily",
   "title": "Tavily Review, Features, Pricing & Alternatives (2026) | Tool Clash",
   "published_at": null,
   "engine": "Phind",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "# Tavily",
    "[### Phind\nPhind\nAI search engine and pair-programmer for developers.\n4.5\nFreemium](/tools/phind)"
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://toolify.ai/alternative/iask-ai-generative-ai-search-engine",
   "title": "iAsk Ai Generative Ai Search Engine Alternatives in 2026 | Best iAsk Ai Generative Ai Search Engine Alternatives",
   "published_at": null,
   "engine": "Perplexity AI",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": "AI search engine",
   "engine_evidence": [
    "# iAsk Ai Generative Ai Search Engine Alternative 2026",
    "### 1. [ Perplexity AI ](https://toolify.ai/tool/perplexity-ai)",
    "Perplexity AI is an AI search engine that utilizes large language models (OpenAI API) and search engines to provide answers."
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": [
    "# iAsk Ai Generative Ai Search Engine Alternative 2026",
    "iAsk.Ai is a free AI search engine designed to provide trustworthy and factual information.",
    "Perplexity AI is an AI search engine that utilizes large language models (OpenAI API) and search engines to provide answers."
   ]
  },
  {
   "url": "https://toolify.ai/alternative/iask-ai-generative-ai-search-engine",
   "title": "iAsk Ai Generative Ai Search Engine Alternatives in 2026 | Best iAsk Ai Generative Ai Search Engine Alternatives",
   "published_at": null,
   "engine": "Genspark",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": "platform that offers Sparkpages, a new form of webpage featuring a built-in AI copilot",
   "engine_evidence": [
    "# iAsk Ai Generative Ai Search Engine Alternative 2026",
    "### 2. [ Genspark ](https://toolify.ai/tool/genspark-ai)",
    "Genspark is a platform that offers Sparkpages, a new form of webpage featuring a built-in AI copilot, where users can freely chat and ask questions."
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": [
    "# iAsk Ai Generative Ai Search Engine Alternative 2026",
    "### 2. [ Genspark ](https://toolify.ai/tool/genspark-ai)",
    "Genspark is a platform that offers Sparkpages, a new form of webpage featuring a built-in AI copilot, where users can freely chat and ask questions."
   ]
  },
  {
   "url": "https://toolify.ai/alternative/iask-ai-generative-ai-search-engine",
   "title": "iAsk Ai Generative Ai Search Engine Alternatives in 2026 | Best iAsk Ai Generative Ai Search Engine Alternatives",
   "published_at": null,
   "engine": "Chub AI",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": "GenAI platform for everyone",
   "engine_evidence": [
    "# iAsk Ai Generative Ai Search Engine Alternative 2026",
    "### 3. [ Chub AI ](https://toolify.ai/tool/chub-ai)",
    "Chub AI is presented as a GenAI platform for everyone."
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": [
    "# iAsk Ai Generative Ai Search Engine Alternative 2026",
    "### 3. [ Chub AI ](https://toolify.ai/tool/chub-ai)",
    "Chub AI is presented as a GenAI platform for everyone."
   ]
  },
  {
   "url": "https://toolify.ai/alternative/iask-ai-generative-ai-search-engine",
   "title": "iAsk Ai Generative Ai Search Engine Alternatives in 2026 | Best iAsk Ai Generative Ai Search Engine Alternatives",
   "published_at": null,
   "engine": "\u79d8\u5854AI\u641c\u7d22",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": "AI-powered search engine",
   "engine_evidence": [
    "# iAsk Ai Generative Ai Search Engine Alternative 2026",
    "### 4. [ \u79d8\u5854AI\u641c\u7d22 ](https://toolify.ai/tool/%E7%A7%98%E5%A1%94ai)",
    "\u79d8\u5854AI\u641c\u7d22 is an AI-powered search engine that aims to provide direct results without advertisements."
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": [
    "# iAsk Ai Generative Ai Search Engine Alternative 2026",
    "### 4. [ \u79d8\u5854AI\u641c\u7d22 ](https://toolify.ai/tool/%E7%A7%98%E5%A1%94ai)",
    "\u79d8\u5854AI\u641c\u7d22 is an AI-powered search engine that aims to provide direct results without advertisements."
   ]
  },
  {
   "url": "https://toolify.ai/alternative/iask-ai-generative-ai-search-engine",
   "title": "iAsk Ai Generative Ai Search Engine Alternatives in 2026 | Best iAsk Ai Generative Ai Search Engine Alternatives",
   "published_at": null,
   "engine": "Kagi Search",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": "search engine",
   "engine_evidence": [
    "# iAsk Ai Generative Ai Search Engine Alternative 2026",
    "### 5. [ Kagi Search ](https://toolify.ai/tool/kagi-search)",
    "Kagi Search is a premium, paid search engine that prioritizes user privacy and delivers search results without ads or tracking."
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": [
    "# iAsk Ai Generative Ai Search Engine Alternative 2026",
    "### 5. [ Kagi Search ](https://toolify.ai/tool/kagi-search)",
    "Kagi Search is a premium, paid search engine that prioritizes user privacy and delivers search results without ads or tracking."
   ]
  },
  {
   "url": "https://toolify.ai/alternative/iask-ai-generative-ai-search-engine",
   "title": "iAsk Ai Generative Ai Search Engine Alternatives in 2026 | Best iAsk Ai Generative Ai Search Engine Alternatives",
   "published_at": null,
   "engine": "Consensus",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": "AI-powered academic search engine",
   "engine_evidence": [
    "# iAsk Ai Generative Ai Search Engine Alternative 2026",
    "### 6. [ Consensus ](https://toolify.ai/tool/consensus)",
    "Consensus is an AI-powered academic search engine that extracts, aggregates, and distills findings directly from scientific research."
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": [
    "# iAsk Ai Generative Ai Search Engine Alternative 2026",
    "### 6. [ Consensus ](https://toolify.ai/tool/consensus)",
    "Consensus is an AI-powered academic search engine that extracts, aggregates, and distills findings directly from scientific research."
   ]
  },
  {
   "url": "https://toolify.ai/alternative/iask-ai-generative-ai-search-engine",
   "title": "iAsk Ai Generative Ai Search Engine Alternatives in 2026 | Best iAsk Ai Generative Ai Search Engine Alternatives",
   "published_at": null,
   "engine": "Lenso.ai",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": "AI image search tool",
   "engine_evidence": [
    "# iAsk Ai Generative Ai Search Engine Alternative 2026",
    "### 7. [ Lenso.ai ](https://toolify.ai/tool/lenso-ai)",
    "Lenso.ai is an AI image search tool that allows you to search for images of places, people, duplicates, related, or similar objects."
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": [
    "# iAsk Ai Generative Ai Search Engine Alternative 2026",
    "### 7. [ Lenso.ai ](https://toolify.ai/tool/lenso-ai)",
    "Lenso.ai is an AI image search tool that allows you to search for images of places, people, duplicates, related, or similar objects."
   ]
  },
  {
   "url": "https://toolify.ai/alternative/iask-ai-generative-ai-search-engine",
   "title": "iAsk Ai Generative Ai Search Engine Alternatives in 2026 | Best iAsk Ai Generative Ai Search Engine Alternatives",
   "published_at": null,
   "engine": "You.com",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": "AI search engine",
   "engine_evidence": [
    "# iAsk Ai Generative Ai Search Engine Alternative 2026",
    "### 8. [ You.com ](https://toolify.ai/tool/you)",
    "You.com is an AI search engine that prioritizes user control and privacy."
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": [
    "# iAsk Ai Generative Ai Search Engine Alternative 2026",
    "### 8. [ You.com ](https://toolify.ai/tool/you)",
    "You.com is an AI search engine that prioritizes user control and privacy."
   ]
  },
  {
   "url": "https://toolify.ai/alternative/iask-ai-generative-ai-search-engine",
   "title": "iAsk Ai Generative Ai Search Engine Alternatives in 2026 | Best iAsk Ai Generative Ai Search Engine Alternatives",
   "published_at": null,
   "engine": "Felo",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": "AI search engine",
   "engine_evidence": [
    "# iAsk Ai Generative Ai Search Engine Alternative 2026",
    "### 9. [ Felo ](https://toolify.ai/tool/felo)",
    "Felo is a free AI search engine that allows users to ask AI anything in their own language."
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": [
    "# iAsk Ai Generative Ai Search Engine Alternative 2026",
    "### 9. [ Felo ](https://toolify.ai/tool/felo)",
    "Felo is a free AI search engine that allows users to ask AI anything in their own language."
   ]
  },
  {
   "url": "https://toolify.ai/alternative/iask-ai-generative-ai-search-engine",
   "title": "iAsk Ai Generative Ai Search Engine Alternatives in 2026 | Best iAsk Ai Generative Ai Search Engine Alternatives",
   "published_at": null,
   "engine": "Algolia",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": "Search and Discovery Platform",
   "engine_evidence": [
    "# iAsk Ai Generative Ai Search Engine Alternative 2026",
    "### 10. [ Algolia ](https://toolify.ai/tool/algolia)",
    "Algolia is a Search and Discovery Platform that empowers builders with Search and Recommendation services to create world-class digital experiences."
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": [
    "# iAsk Ai Generative Ai Search Engine Alternative 2026",
    "### 10. [ Algolia ](https://toolify.ai/tool/algolia)",
    "Algolia is a Search and Discovery Platform that empowers builders with Search and Recommendation services to create world-class digital experiences."
   ]
  },
  {
   "url": "https://toolify.ai/alternative/iask-ai-generative-ai-search-engine",
   "title": "iAsk Ai Generative Ai Search Engine Alternatives in 2026 | Best iAsk Ai Generative Ai Search Engine Alternatives",
   "published_at": null,
   "engine": "Meilisearch",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": "search engine",
   "engine_evidence": [
    "## Free iAsk Ai Generative Ai Search Engine Alternatives",
    "Meilisearch is a powerful, open-source search engine offering fast and relevant full-text searches."
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": [
    "## Free iAsk Ai Generative Ai Search Engine Alternatives",
    "Meilisearch is a powerful, open-source search engine offering fast and relevant full-text searches."
   ]
  },
  {
   "url": "https://toolify.ai/alternative/iask-ai-generative-ai-search-engine",
   "title": "iAsk Ai Generative Ai Search Engine Alternatives in 2026 | Best iAsk Ai Generative Ai Search Engine Alternatives",
   "published_at": null,
   "engine": "Andi",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": "AI-powered search engine",
   "engine_evidence": [
    "## Free iAsk Ai Generative Ai Search Engine Alternatives",
    "Andi is an AI-powered search engine designed for the next generation."
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": [
    "## Free iAsk Ai Generative Ai Search Engine Alternatives",
    "Andi is an AI-powered search engine designed for the next generation."
   ]
  },
  {
   "url": "https://ukpostobserver.com/article/923084645-answer-engine-a-new-open-source-tool-for-ai-and-semantic-search-that-cites-its-sources-or-says-i-don-t-know",
   "title": "Answer Engine: A New Open-Source Tool for AI and Semantic Search That Cites Its Sources \u2014 or Says \"I Don't Know\"",
   "published_at": null,
   "engine": "AI Overviews",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "# Answer Engine: A New Open-Source Tool for AI and Semantic Search That Cites Its Sources \u2014 or Says \"I Don't Know\"",
    "As AI answer engines like Google's AI Overviews, Perplexity, ChatGPT, Copilot, and Gemini replace the list of links with a single composed answer, a new failure has come with them: these tools can return confident judgments in their own voice, sometimes citing sources that do not support the claim, sometimes describing work that does not exist, and often without a clear author a reader can question."
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://ukpostobserver.com/article/923084645-answer-engine-a-new-open-source-tool-for-ai-and-semantic-search-that-cites-its-sources-or-says-i-don-t-know",
   "title": "Answer Engine: A New Open-Source Tool for AI and Semantic Search That Cites Its Sources \u2014 or Says \"I Don't Know\"",
   "published_at": null,
   "engine": "Perplexity",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "# Answer Engine: A New Open-Source Tool for AI and Semantic Search That Cites Its Sources \u2014 or Says \"I Don't Know\"",
    "As AI answer engines like Google's AI Overviews, Perplexity, ChatGPT, Copilot, and Gemini replace the list of links with a single composed answer, a new failure has come with them: these tools can return confident judgments in their own voice, sometimes citing sources that do not support the claim, sometimes describing work that does not exist, and often without a clear author a reader can question."
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://ukpostobserver.com/article/923084645-answer-engine-a-new-open-source-tool-for-ai-and-semantic-search-that-cites-its-sources-or-says-i-don-t-know",
   "title": "Answer Engine: A New Open-Source Tool for AI and Semantic Search That Cites Its Sources \u2014 or Says \"I Don't Know\"",
   "published_at": null,
   "engine": "ChatGPT",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "# Answer Engine: A New Open-Source Tool for AI and Semantic Search That Cites Its Sources \u2014 or Says \"I Don't Know\"",
    "As AI answer engines like Google's AI Overviews, Perplexity, ChatGPT, Copilot, and Gemini replace the list of links with a single composed answer, a new failure has come with them: these tools can return confident judgments in their own voice, sometimes citing sources that do not support the claim, sometimes describing work that does not exist, and often without a clear author a reader can question."
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://ukpostobserver.com/article/923084645-answer-engine-a-new-open-source-tool-for-ai-and-semantic-search-that-cites-its-sources-or-says-i-don-t-know",
   "title": "Answer Engine: A New Open-Source Tool for AI and Semantic Search That Cites Its Sources \u2014 or Says \"I Don't Know\"",
   "published_at": null,
   "engine": "Copilot",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "# Answer Engine: A New Open-Source Tool for AI and Semantic Search That Cites Its Sources \u2014 or Says \"I Don't Know\"",
    "As AI answer engines like Google's AI Overviews, Perplexity, ChatGPT, Copilot, and Gemini replace the list of links with a single composed answer, a new failure has come with them: these tools can return confident judgments in their own voice, sometimes citing sources that do not support the claim, sometimes describing work that does not exist, and often without a clear author a reader can question."
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://ukpostobserver.com/article/923084645-answer-engine-a-new-open-source-tool-for-ai-and-semantic-search-that-cites-its-sources-or-says-i-don-t-know",
   "title": "Answer Engine: A New Open-Source Tool for AI and Semantic Search That Cites Its Sources \u2014 or Says \"I Don't Know\"",
   "published_at": null,
   "engine": "Gemini",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "# Answer Engine: A New Open-Source Tool for AI and Semantic Search That Cites Its Sources \u2014 or Says \"I Don't Know\"",
    "As AI answer engines like Google's AI Overviews, Perplexity, ChatGPT, Copilot, and Gemini replace the list of links with a single composed answer, a new failure has come with them: these tools can return confident judgments in their own voice, sometimes citing sources that do not support the claim, sometimes describing work that does not exist, and often without a clear author a reader can question."
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://toolmage.com/en/tool/neeva-1",
   "title": "Neeva: The Pioneering Ad-Free AI Search Engine (Acquired by Snowflake) - ToolMage",
   "published_at": "2025-09-14T05:20:58",
   "engine": "SpaceSearch",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "## Neeva Overview",
    "SpaceSearch is a next-generation, AI-powered search engine designed to redefine online browsing.",
    "[\n\n### SpaceSearch\n\n](/en/tool/spacesearch/)\n SpaceSearch is a next-generation, AI-powered search engine designed to redefine online browsing."
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://toolmage.com/en/tool/neeva-1",
   "title": "Neeva: The Pioneering Ad-Free AI Search Engine (Acquired by Snowflake) - ToolMage",
   "published_at": "2025-09-14T05:20:58",
   "engine": "Komo",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "## Neeva Overview",
    "Komo is an AI-powered research companion that revolutionizes information discovery.",
    "[\n\n### Komo\n\n](/en/tool/komo/)\n Komo is an AI-powered research companion that revolutionizes information discovery."
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://britherald.com/guides/best-ai-search-engines-for-research-2026",
   "title": "Best AI search engines for research 2026",
   "published_at": "2026-05-07T05:04:04",
   "engine": "Perplexity",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "# Best AI search engines for research 2026",
    "- Perplexity, best for sourced, concise answers (free; Pro ~\u00a316/month)."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "# Best AI search engines for research 2026",
    "- Perplexity, best for sourced, concise answers (free; Pro ~\u00a316/month)."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://britherald.com/guides/best-ai-search-engines-for-research-2026",
   "title": "Best AI search engines for research 2026",
   "published_at": "2026-05-07T05:04:04",
   "engine": "Google AI Mode",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "# Best AI search engines for research 2026",
    "- Google AI Mode, best for broad web search with conversational prompts (free)."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "# Best AI search engines for research 2026",
    "- Google AI Mode, best for broad web search with conversational prompts (free)."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://britherald.com/guides/best-ai-search-engines-for-research-2026",
   "title": "Best AI search engines for research 2026",
   "published_at": "2026-05-07T05:04:04",
   "engine": "Microsoft Bing / Copilot",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "# Best AI search engines for research 2026",
    "- Microsoft Bing / Copilot, best for integrated Office workflows (free; Copilot paid within Microsoft 365 business plans)."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "# Best AI search engines for research 2026",
    "- Microsoft Bing / Copilot, best for integrated Office workflows (free; Copilot paid within Microsoft 365 business plans)."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://britherald.com/guides/best-ai-search-engines-for-research-2026",
   "title": "Best AI search engines for research 2026",
   "published_at": "2026-05-07T05:04:04",
   "engine": "Semantic Scholar",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "# Best AI search engines for research 2026",
    "- Semantic Scholar, best for academic-first discovery (free)."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "# Best AI search engines for research 2026",
    "- Semantic Scholar, best for academic-first discovery (free)."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://britherald.com/guides/best-ai-search-engines-for-research-2026",
   "title": "Best AI search engines for research 2026",
   "published_at": "2026-05-07T05:04:04",
   "engine": "Elicit",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "# Best AI search engines for research 2026",
    "- Elicit, best for hypothesis-driven literature review (free; paid tiers for teams)."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "# Best AI search engines for research 2026",
    "- Elicit, best for hypothesis-driven literature review (free; paid tiers for teams)."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://britherald.com/guides/best-ai-search-engines-for-research-2026",
   "title": "Best AI search engines for research 2026",
   "published_at": "2026-05-07T05:04:04",
   "engine": "Scite.ai",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "# Best AI search engines for research 2026",
    "- Scite.ai, best for citation context and verification (free tier; paid from ~\u00a312/month as of 2024)."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "# Best AI search engines for research 2026",
    "- Scite.ai, best for citation context and verification (free tier; paid from ~\u00a312/month as of 2024)."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://britherald.com/guides/best-ai-search-engines-for-research-2026",
   "title": "Best AI search engines for research 2026",
   "published_at": "2026-05-07T05:04:04",
   "engine": "ChatGPT with browsing",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "# Best AI search engines for research 2026",
    "- ChatGPT with browsing, best for iterative exploratory queries (ChatGPT Plus ~\u00a316/month)."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "# Best AI search engines for research 2026",
    "- ChatGPT with browsing, best for iterative exploratory queries (ChatGPT Plus ~\u00a316/month)."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://britherald.com/guides/best-ai-search-engines-for-research-2026",
   "title": "Best AI search engines for research 2026",
   "published_at": "2026-05-07T05:04:04",
   "engine": "You.com",
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   "status": "active",
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    "# Best AI search engines for research 2026",
    "- You.com, privacy-first, personalisable search (free; Pro paid option)."
   ],
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   "status_evidence": [
    "# Best AI search engines for research 2026",
    "- You.com, privacy-first, personalisable search (free; Pro paid option)."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://britherald.com/guides/best-ai-search-engines-for-research-2026",
   "title": "Best AI search engines for research 2026",
   "published_at": "2026-05-07T05:04:04",
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   "status": "active",
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   "category": null,
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    "# Best AI search engines for research 2026",
    "- GOV.UK Search, official UK policy, legislation and data (free)."
   ],
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    "# Best AI search engines for research 2026",
    "- GOV.UK Search, official UK policy, legislation and data (free)."
   ],
   "region_evidence": null,
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  },
  {
   "url": "https://britherald.com/guides/best-ai-search-engines-for-research-2026",
   "title": "Best AI search engines for research 2026",
   "published_at": "2026-05-07T05:04:04",
   "engine": "Dimensions (Digital Science)",
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   "status": "active",
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   "category": null,
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    "# Best AI search engines for research 2026",
    "- Dimensions (Digital Science), best for institutional analytics and grants (institutional pricing, contact sales)."
   ],
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    "# Best AI search engines for research 2026",
    "- Dimensions (Digital Science), best for institutional analytics and grants (institutional pricing, contact sales)."
   ],
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   "category_evidence": null
  },
  {
   "url": "https://ignaite.app/compare/andi-vs-you-com",
   "title": "Andi vs You.com \u2014 Ignaite",
   "published_at": "2026-06-20T00:00:00",
   "engine": "Andi",
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   "region": null,
   "category": null,
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    "A side-by-side comparison of Andi and You.com, two Search tools, drawn from Ignaite's continuously-verified listings.",
    "# Andi vs You.com"
   ],
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   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://ignaite.app/compare/andi-vs-you-com",
   "title": "Andi vs You.com \u2014 Ignaite",
   "published_at": "2026-06-20T00:00:00",
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    "# Andi vs You.com"
   ],
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   "status_evidence": null,
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   "category_evidence": null
  },
  {
   "url": "https://popularaitools.ai/blog/consensus-ai",
   "title": "Consensus AI Review: The Evidence-Based Research Tool That Beats ChatGPT Hallucinations (2026)",
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   "status": "active",
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   "category": null,
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   "category_evidence": null
  },
  {
   "url": "https://skywork.ai/blog/models/genspark-ai-search-official-access-features-quick-guide",
   "title": "Genspark AI Search: Official Access, Features & Quick Guide, Click to Use! - Skywork",
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    "# Genspark AI Search: Official Access, Features & Quick Guide",
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    "# Genspark AI Search: Official Access, Features & Quick Guide",
    "Comprehensive guide to understanding Genspark AI\u2019s capabilities, features, and revolutionary approach to AI-powered information synthesis and task automation",
    "Founded in 2023 by Eric Jing and Kay Zhu\u2014both veterans from leading tech companies including Microsoft, Google, and Baidu\u2014Genspark represents a significant advancement in how AI systems handle real-world workflows and information aggregation."
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    "The platform has attracted approximately 5 million users who value synthesized information over fragmented search results."
   ],
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   ]
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  {
   "url": "https://customerimpact.be/en/blog/how-to-rank-in-mistral-le-chat",
   "title": "How to rank in Mistral Le Chat: the European AI engine",
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   "status": "renamed",
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   "status_evidence": [
    "How to rank in Mistral Le Chat: the European AI engine",
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   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://customerimpact.be/en/blog/how-to-rank-in-mistral-le-chat",
   "title": "How to rank in Mistral Le Chat: the European AI engine",
   "published_at": "2026-02-10T00:00:00",
   "engine": "Vibe",
   "launch_year": "2026",
   "status": "active",
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   "category": null,
   "engine_evidence": [
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    "How to rank in Mistral Le Chat: the European AI engine",
    "Le Chat has grown strongly, but in terms of reach it remains smaller than the largest American assistants."
   ],
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   "category_evidence": null
  },
  {
   "url": "https://economicpolicytimes.com/article/923084645-answer-engine-a-new-open-source-tool-for-ai-and-semantic-search-that-cites-its-sources-or-says-i-don-t-know",
   "title": "Answer Engine: A New Open-Source Tool for AI and Semantic Search That Cites Its Sources \u2014 or Says \"I Don't Know\"",
   "published_at": null,
   "engine": "Perplexity",
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    "As AI answer engines like Google's AI Overviews, Perplexity, ChatGPT, Copilot, and Gemini replace the list of links with a single composed answer, a new failure has come with them: these tools can return confident judgments in their own voice, sometimes citing sources that do not support the claim, sometimes describing work that does not exist, and often without a clear author a reader can question."
   ],
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   "url": "https://economicpolicytimes.com/article/923084645-answer-engine-a-new-open-source-tool-for-ai-and-semantic-search-that-cites-its-sources-or-says-i-don-t-know",
   "title": "Answer Engine: A New Open-Source Tool for AI and Semantic Search That Cites Its Sources \u2014 or Says \"I Don't Know\"",
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    "As AI answer engines like Google's AI Overviews, Perplexity, ChatGPT, Copilot, and Gemini replace the list of links with a single composed answer, a new failure has come with them: these tools can return confident judgments in their own voice, sometimes citing sources that do not support the claim, sometimes describing work that does not exist, and often without a clear author a reader can question."
   ],
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   "url": "https://economicpolicytimes.com/article/923084645-answer-engine-a-new-open-source-tool-for-ai-and-semantic-search-that-cites-its-sources-or-says-i-don-t-know",
   "title": "Answer Engine: A New Open-Source Tool for AI and Semantic Search That Cites Its Sources \u2014 or Says \"I Don't Know\"",
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    "As AI answer engines like Google's AI Overviews, Perplexity, ChatGPT, Copilot, and Gemini replace the list of links with a single composed answer, a new failure has come with them: these tools can return confident judgments in their own voice, sometimes citing sources that do not support the claim, sometimes describing work that does not exist, and often without a clear author a reader can question."
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   "url": "https://economicpolicytimes.com/article/923084645-answer-engine-a-new-open-source-tool-for-ai-and-semantic-search-that-cites-its-sources-or-says-i-don-t-know",
   "title": "Answer Engine: A New Open-Source Tool for AI and Semantic Search That Cites Its Sources \u2014 or Says \"I Don't Know\"",
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    "As AI answer engines like Google's AI Overviews, Perplexity, ChatGPT, Copilot, and Gemini replace the list of links with a single composed answer, a new failure has come with them: these tools can return confident judgments in their own voice, sometimes citing sources that do not support the claim, sometimes describing work that does not exist, and often without a clear author a reader can question."
   ],
   "launch_year_evidence": null,
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  },
  {
   "url": "https://providers.apievangelist.com/providers/neeva",
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   "status": "discontinued",
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    "# Neeva",
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   "launch_year_evidence": null,
   "status_evidence": [
    "# Neeva",
    "Neeva was acquired by Snowflake in May 2023, and its consumer search product was shut down on June 2, 2023, with the team and technology folding into Snowflake to power enterprise search and generative-AI features."
   ],
   "region_evidence": null,
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  },
  {
   "url": "https://searchengines.net/guides/ai-search",
   "title": "AI Search: How Answer Engines Work",
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   "status": "active",
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    "On 7 February 2023 Microsoft put a GPT-4-based chatbot on the Bing results page."
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    "AI search and the rise of answer engines",
    "On 7 February 2023 Microsoft put a GPT-4-based chatbot on the Bing results page."
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    "AI search and the rise of answer engines",
    "Microsoft Copilot has no crawler and no index at all \u2014 it sends a query it writes itself to Bing and writes prose over the results."
   ],
   "region_evidence": null,
   "category_evidence": [
    "AI search and the rise of answer engines",
    "An **[answer engine](/guides/what-is-an-answer-engine/)** reads a handful of documents for you and writes a paragraph, with links attached.",
    "Perplexity, launched 7 December 2022, is the clearest example and has no non-AI mode."
   ]
  },
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   "url": "https://searchengines.net/guides/ai-search",
   "title": "AI Search: How Answer Engines Work",
   "published_at": "2026-08-19T00:00:00",
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   "status": "active",
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    "Google announced its equivalent, then called the Search Generative Experience, in May 2023; AI Overviews reached every US user in May 2024 and more than 100 countries on 28 October 2024, with the [conversational AI](/guides/conversational-search-engines/) Mode following in March 2025 and Gemini 3 becoming the default model behind Overviews globally on 27 January 2026."
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    "AI search and the rise of answer engines",
    "Google announced its equivalent, then called the Search Generative Experience, in May 2023; AI Overviews reached every US user in May 2024 and more than 100 countries on 28 October 2024, with the [conversational AI](/guides/conversational-search-engines/) Mode following in March 2025 and Gemini 3 becoming the default model behind Overviews globally on 27 January 2026."
   ],
   "status_evidence": [
    "AI search and the rise of answer engines",
    "**Google** grounds AI Overviews and AI Mode on [its own index](/guides/own-index-vs-resold-results/), using what it describes as a query fan-out technique."
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    "Google announced its equivalent, then called the Search Generative Experience, in May 2023; AI Overviews reached every US user in May 2024 and more than 100 countries on 28 October 2024, with the [conversational AI](/guides/conversational-search-engines/) Mode following in March 2025 and Gemini 3 becoming the default model behind Overviews globally on 27 January 2026."
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    "AI search and the rise of answer engines",
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   "url": "https://searchengines.net/guides/ai-search",
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    "AI search and the rise of answer engines",
    "OpenAI launched ChatGPT search on 31 October 2024, opening it to users without an account on 5 February 2025."
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    "AI search and the rise of answer engines",
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    "AI search and the rise of answer engines",
    "OpenAI launched ChatGPT search on 31 October 2024, opening it to users without an account on 5 February 2025."
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   "url": "https://searchengines.net/guides/ai-search",
   "title": "AI Search: How Answer Engines Work",
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    "Perplexity had already shipped the format as its entire product on 7 December 2022."
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    "Perplexity had already shipped the format as its entire product on 7 December 2022."
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   "url": "https://searchengines.net/guides/ai-search",
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    "AI search and the rise of answer engines",
    "**Yahoo Scout**, launched 27 January 2026, is grounded on [Bing](/bing/)'s index with Anthropic's model on top \u2014 Yahoo's own description is that the index is Bing's and the ranking and experience are Yahoo's."
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   ]
  },
  {
   "url": "https://dualmedia.com/geo-vs-seo",
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    "SEO still gets pages crawled, indexed, ranked, and clicked. GEO adds a second job: make your content easy for ChatGPT Search, Google AI Overviews, Bing Copilot Search, Gemini, and Perplexity-style systems to retrieve, understand, cite, and summarize accurately."
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  },
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   ],
   "launch_year_evidence": [
    "GEO vs SEO: What Changes When AI Answers the Query",
    "Take a software comparison page.",
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  },
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   "url": "https://dualmedia.com/geo-vs-seo",
   "title": "GEO vs SEO: What Changes When AI Answers the Query",
   "published_at": "2026-06-27T09:45:00",
   "engine": "Gemini",
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   "status": null,
   "region": null,
   "category": null,
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    "GEO vs SEO: What Changes When AI Answers the Query",
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   ],
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  },
  {
   "url": "https://dualmedia.com/geo-vs-seo",
   "title": "GEO vs SEO: What Changes When AI Answers the Query",
   "published_at": "2026-06-27T09:45:00",
   "engine": "Perplexity",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
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    "GEO vs SEO: What Changes When AI Answers the Query",
    "SEO still gets pages crawled, indexed, ranked, and clicked. GEO adds a second job: make your content easy for ChatGPT Search, Google AI Overviews, Bing Copilot Search, Gemini, and Perplexity-style systems to retrieve, understand, cite, and summarize accurately."
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
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  },
  {
   "url": "https://felloai.com/perplexity-pricing",
   "title": "Plans, API Costs & Comet Guide",
   "published_at": "2026-05-03T08:30:58",
   "engine": "Perplexity",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "**Perplexity pricing** in 2026 spans six core SKUs: **Free at $0**, **Pro at $20/month** ($200/year), **Max at $200/month** ($2,000/year), **Education Pro at $10/month** for verified students, **Enterprise Pro at $40/seat/month**, and **Enterprise Max at $325/seat/month**."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "**Perplexity pricing** in 2026 spans six core SKUs: **Free at $0**, **Pro at $20/month** ($200/year), **Max at $200/month** ($2,000/year), **Education Pro at $10/month** for verified students, **Enterprise Pro at $40/seat/month**, and **Enterprise Max at $325/seat/month**."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://felloai.com/perplexity-pricing",
   "title": "Plans, API Costs & Comet Guide",
   "published_at": "2026-05-03T08:30:58",
   "engine": "Comet",
   "launch_year": "2025",
   "status": "active",
   "region": "Windows and macOS",
   "category": "AI browser",
   "engine_evidence": [
    "Comet, Perplexity\u2019s AI browser, is free.",
    "**Perplexity pricing** in 2026 spans six core SKUs: **Free at $0**, **Pro at $20/month** ($200/year), **Max at $200/month** ($2,000/year), **Education Pro at $10/month** for verified students, **Enterprise Pro at $40/seat/month**, and **Enterprise Max at $325/seat/month**."
   ],
   "launch_year_evidence": [
    "It launched on **July 9, 2025** for Windows and macOS, gated behind the **$200/month** Max plan and a waitlist that ran into the millions.",
    "**Perplexity pricing** in 2026 spans six core SKUs: **Free at $0**, **Pro at $20/month** ($200/year), **Max at $200/month** ($2,000/year), **Education Pro at $10/month** for verified students, **Enterprise Pro at $40/seat/month**, and **Enterprise Max at $325/seat/month**."
   ],
   "status_evidence": [
    "Comet, Perplexity\u2019s AI browser, is free.",
    "**Perplexity pricing** in 2026 spans six core SKUs: **Free at $0**, **Pro at $20/month** ($200/year), **Max at $200/month** ($2,000/year), **Education Pro at $10/month** for verified students, **Enterprise Pro at $40/seat/month**, and **Enterprise Max at $325/seat/month**."
   ],
   "region_evidence": [
    "It launched on **July 9, 2025** for Windows and macOS, gated behind the **$200/month** Max plan and a waitlist that ran into the millions.",
    "**Perplexity pricing** in 2026 spans six core SKUs: **Free at $0**, **Pro at $20/month** ($200/year), **Max at $200/month** ($2,000/year), **Education Pro at $10/month** for verified students, **Enterprise Pro at $40/seat/month**, and **Enterprise Max at $325/seat/month**."
   ],
   "category_evidence": [
    "Comet, Perplexity\u2019s AI browser, is free.",
    "**Perplexity pricing** in 2026 spans six core SKUs: **Free at $0**, **Pro at $20/month** ($200/year), **Max at $200/month** ($2,000/year), **Education Pro at $10/month** for verified students, **Enterprise Pro at $40/seat/month**, and **Enterprise Max at $325/seat/month**."
   ]
  },
  {
   "url": "https://aiproverdict.com/es/reviews/kagi",
   "title": "Kagi Review (2026) \u2014 AI Pro Verdict",
   "published_at": null,
   "engine": "Kagi Search",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "## What Is Kagi?",
    "Kagi is a premium, ad-free search engine and web ecosystem designed to prioritize user privacy, quality results, and customization\u2014unlike traditional search engines that rely on advertising revenue and data tracking.",
    "Founded by a team focused on ethical technology, Kagi positions itself as a paid alternative to Google, Bing, and DuckDuckGo, offering a suite of tools including Kagi Search, Kagi Assistant (AI chat), Orion Browser, Kagi Translate, Kagi News, and Kagi Summarize."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "## In-Depth Review",
    "Updated: 2026-05-22 \u00b7 Published: 2026-05-22",
    "Kagi is a premium, ad-free search engine and web ecosystem designed to prioritize user privacy, quality results, and customization\u2014unlike traditional search engines that rely on advertising revenue and data tracking."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://honeyb.ai/blog/consensus-academic-ai-search",
   "title": "Consensus and the Rise of Academic AI Search Engines",
   "published_at": "2026-06-15T00:00:00",
   "engine": "Consensus",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "Tools such as Consensus, Elicit and Scite do not write an answer and then hunt for citations to dress it up.",
    "Consensus: evidence-weighted answers to research questions",
    "[Consensus](https://consensus.app) is the most recognisable name in the category."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "Tools such as Consensus, Elicit and Scite do not write an answer and then hunt for citations to dress it up.",
    "Consensus: evidence-weighted answers to research questions",
    "[Consensus](https://consensus.app) is the most recognisable name in the category."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://honeyb.ai/blog/consensus-academic-ai-search",
   "title": "Consensus and the Rise of Academic AI Search Engines",
   "published_at": "2026-06-15T00:00:00",
   "engine": "Elicit",
   "launch_year": "2025",
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "Tools such as Consensus, Elicit and Scite do not write an answer and then hunt for citations to dress it up.",
    "Elicit: structured literature review and data extraction",
    "[Elicit](https://elicit.com) takes a different shape."
   ],
   "launch_year_evidence": [
    "Its systematic-review tooling, launched in 2025, lets teams build reproducible search strategies and track which papers have been screened, which matters wherever transparency and auditability are part of the standard.",
    "Elicit: structured literature review and data extraction"
   ],
   "status_evidence": [
    "Tools such as Consensus, Elicit and Scite do not write an answer and then hunt for citations to dress it up.",
    "Elicit: structured literature review and data extraction",
    "[Elicit](https://elicit.com) takes a different shape."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://honeyb.ai/blog/consensus-academic-ai-search",
   "title": "Consensus and the Rise of Academic AI Search Engines",
   "published_at": "2026-06-15T00:00:00",
   "engine": "Scite",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "Tools such as Consensus, Elicit and Scite do not write an answer and then hunt for citations to dress it up.",
    "Scite: reading the citation context, not just the count",
    "[Scite](https://scite.ai) solves a problem the others largely ignore: a citation count tells you how often a paper was referenced, not whether those references agreed with it."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "Tools such as Consensus, Elicit and Scite do not write an answer and then hunt for citations to dress it up.",
    "Scite: reading the citation context, not just the count",
    "[Scite](https://scite.ai) solves a problem the others largely ignore: a citation count tells you how often a paper was referenced, not whether those references agreed with it."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://honeyb.ai/blog/consensus-academic-ai-search",
   "title": "Consensus and the Rise of Academic AI Search Engines",
   "published_at": "2026-06-15T00:00:00",
   "engine": "Perplexity",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "[Perplexity](https://www.perplexity.ai) offers an **Academic focus** on its Pro tier that restricts search to peer-reviewed sources through Semantic Scholar's corpus, setting aside blogs, news and general web pages.",
    "Perplexity and the generalists moving toward scholarship"
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "[Perplexity](https://www.perplexity.ai) offers an **Academic focus** on its Pro tier that restricts search to peer-reviewed sources through Semantic Scholar's corpus, setting aside blogs, news and general web pages.",
    "Perplexity and the generalists moving toward scholarship"
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://eesel.ai/blog/genspark-ai-review",
   "title": "Genspark AI review 2026: is the Super Agent worth it?",
   "published_at": "2026-07-20T00:00:00",
   "engine": "Genspark",
   "launch_year": "2024",
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "# Genspark AI review 2026: is the Super Agent worth it?",
    "Genspark is the product; the company behind it is **MainFunc**, founded in 2023 by two former Baidu executives, Eric Jing (CEO) and [Kay Zhu](https://www.linkedin.com/in/kay-zhu-522b275) (CTO)."
   ],
   "launch_year_evidence": [
    "# Genspark AI review 2026: is the Super Agent worth it?"
   ],
   "status_evidence": [
    "# Genspark AI review 2026: is the Super Agent worth it?",
    "So this isn't vaporware."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://jahanzaib.ai/blog/best-ai-chatbot-alternatives-to-chatgpt-2026",
   "title": "Best AI Chatbot Alternatives to ChatGPT in 2026: An Engineer's Decision Guide After 109 Production Builds",
   "published_at": "2026-05-10T13:01:41",
   "engine": "Perplexity",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "Best AI Chatbot Alternatives to ChatGPT in 2026: An Engineer's Decision Guide After 109 Production Builds",
    "Perplexity: best ChatGPT alternative for research with citations",
    "Perplexity solves a specific ChatGPT failure mode: \"I cannot trust this answer because I do not know where it came from.\""
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://newsfromeurope.com/article/923084645-answer-engine-a-new-open-source-tool-for-ai-and-semantic-search-that-cites-its-sources-or-says-i-don-t-know",
   "title": "Answer Engine: A New Open-Source Tool for AI and Semantic Search That Cites Its Sources \u2014 or Says \"I Don't Know\"",
   "published_at": null,
   "engine": "Google's AI Overviews",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "Answer Engine: A New Open-Source Tool for AI and Semantic Search That Cites Its Sources \u2014 or Says \"I Don't Know\"",
    "As AI answer engines like Google's AI Overviews, Perplexity, ChatGPT, Copilot, and Gemini replace the list of links with a single composed answer, a new failure has come with them: these tools can return confident judgments in their own voice, sometimes citing sources that do not support the claim, sometimes describing work that does not exist, and often without a clear author a reader can question."
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://newsfromeurope.com/article/923084645-answer-engine-a-new-open-source-tool-for-ai-and-semantic-search-that-cites-its-sources-or-says-i-don-t-know",
   "title": "Answer Engine: A New Open-Source Tool for AI and Semantic Search That Cites Its Sources \u2014 or Says \"I Don't Know\"",
   "published_at": null,
   "engine": "Perplexity",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "Answer Engine: A New Open-Source Tool for AI and Semantic Search That Cites Its Sources \u2014 or Says \"I Don't Know\"",
    "As AI answer engines like Google's AI Overviews, Perplexity, ChatGPT, Copilot, and Gemini replace the list of links with a single composed answer, a new failure has come with them: these tools can return confident judgments in their own voice, sometimes citing sources that do not support the claim, sometimes describing work that does not exist, and often without a clear author a reader can question."
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://newsfromeurope.com/article/923084645-answer-engine-a-new-open-source-tool-for-ai-and-semantic-search-that-cites-its-sources-or-says-i-don-t-know",
   "title": "Answer Engine: A New Open-Source Tool for AI and Semantic Search That Cites Its Sources \u2014 or Says \"I Don't Know\"",
   "published_at": null,
   "engine": "ChatGPT",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "Answer Engine: A New Open-Source Tool for AI and Semantic Search That Cites Its Sources \u2014 or Says \"I Don't Know\"",
    "As AI answer engines like Google's AI Overviews, Perplexity, ChatGPT, Copilot, and Gemini replace the list of links with a single composed answer, a new failure has come with them: these tools can return confident judgments in their own voice, sometimes citing sources that do not support the claim, sometimes describing work that does not exist, and often without a clear author a reader can question."
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://newsfromeurope.com/article/923084645-answer-engine-a-new-open-source-tool-for-ai-and-semantic-search-that-cites-its-sources-or-says-i-don-t-know",
   "title": "Answer Engine: A New Open-Source Tool for AI and Semantic Search That Cites Its Sources \u2014 or Says \"I Don't Know\"",
   "published_at": null,
   "engine": "Copilot",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "Answer Engine: A New Open-Source Tool for AI and Semantic Search That Cites Its Sources \u2014 or Says \"I Don't Know\"",
    "As AI answer engines like Google's AI Overviews, Perplexity, ChatGPT, Copilot, and Gemini replace the list of links with a single composed answer, a new failure has come with them: these tools can return confident judgments in their own voice, sometimes citing sources that do not support the claim, sometimes describing work that does not exist, and often without a clear author a reader can question."
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://newsfromeurope.com/article/923084645-answer-engine-a-new-open-source-tool-for-ai-and-semantic-search-that-cites-its-sources-or-says-i-don-t-know",
   "title": "Answer Engine: A New Open-Source Tool for AI and Semantic Search That Cites Its Sources \u2014 or Says \"I Don't Know\"",
   "published_at": null,
   "engine": "Gemini",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "Answer Engine: A New Open-Source Tool for AI and Semantic Search That Cites Its Sources \u2014 or Says \"I Don't Know\"",
    "As AI answer engines like Google's AI Overviews, Perplexity, ChatGPT, Copilot, and Gemini replace the list of links with a single composed answer, a new failure has come with them: these tools can return confident judgments in their own voice, sometimes citing sources that do not support the claim, sometimes describing work that does not exist, and often without a clear author a reader can question."
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://youtube.com/watch?v=LnURCxwsB34",
   "title": "Every Perplexity AI Feature Explained in One Video",
   "published_at": "2025-08-12T17:03:07",
   "engine": "Perplexity",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "Transcript",
    "Perplexity is my go-to AI search engine, but it's far more than just a search tool."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "Transcript",
    "Perplexity is my go-to AI search engine, but it's far more than just a search tool."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://ignaite.app/apps/kagi",
   "title": "Kagi \u2014 Ignaite",
   "published_at": "2026-06-08T00:00:00",
   "engine": "Kagi",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "Paid, ad-free search engine with a built-in multi-model AI assistant.",
    "# Kagi"
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://ignaite.app/apps/kagi",
   "title": "Kagi \u2014 Ignaite",
   "published_at": "2026-06-08T00:00:00",
   "engine": "Perplexity",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "AI search engine that answers with inline citations.",
    "### Perplexity",
    "Perplexity AI"
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://ignaite.app/apps/kagi",
   "title": "Kagi \u2014 Ignaite",
   "published_at": "2026-06-08T00:00:00",
   "engine": "You.com",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "Multi-model AI search and enterprise research agents.",
    "### You.com",
    "You.com"
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://ignaite.app/apps/kagi",
   "title": "Kagi \u2014 Ignaite",
   "published_at": "2026-06-08T00:00:00",
   "engine": "Felo",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "Multilingual AI search that turns answers into slides and mind maps.",
    "### Felo",
    "Felo Inc."
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://serpdive.com/alternatives/exa",
   "title": "Exa Alternatives in 2026: When You Need Answers, Not Embeddings",
   "published_at": null,
   "engine": "Exa",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "TL;DR",
    "**Keep Exa** for similarity search, people/company lookup and code search \u2014 nothing else does those as well.",
    "## What Exa is \u2014 and what that costs",
    "Exa embeds the web and searches by meaning."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "TL;DR",
    "**Keep Exa** for similarity search, people/company lookup and code search \u2014 nothing else does those as well."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://serpdive.com/alternatives/exa",
   "title": "Exa Alternatives in 2026: When You Need Answers, Not Embeddings",
   "published_at": null,
   "engine": "SERPdive",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "TL;DR",
    "**Swap it** for factual, current-web agent queries: SERPdive returns extracted, answer-ready content from the live web at $5/1k credits all-in (Exa: $7/1k search + $1/1k pages for contents), winning 60.7% of decided blind duels vs Tavily's default search on a public 1,000-question benchmark with 20.2% fewer tokens."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "TL;DR",
    "**Swap it** for factual, current-web agent queries: SERPdive returns extracted, answer-ready content from the live web at $5/1k credits all-in (Exa: $7/1k search + $1/1k pages for contents), winning 60.7% of decided blind duels vs Tavily's default search on a public 1,000-question benchmark with 20.2% fewer tokens."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://serpdive.com/alternatives/exa",
   "title": "Exa Alternatives in 2026: When You Need Answers, Not Embeddings",
   "published_at": null,
   "engine": "Tavily",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "TL;DR",
    "**Swap it** for factual, current-web agent queries: SERPdive returns extracted, answer-ready content from the live web at $5/1k credits all-in (Exa: $7/1k search + $1/1k pages for contents), winning 60.7% of decided blind duels vs Tavily's default search on a public 1,000-question benchmark with 20.2% fewer tokens."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "TL;DR",
    "**Swap it** for factual, current-web agent queries: SERPdive returns extracted, answer-ready content from the live web at $5/1k credits all-in (Exa: $7/1k search + $1/1k pages for contents), winning 60.7% of decided blind duels vs Tavily's default search on a public 1,000-question benchmark with 20.2% fewer tokens."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://serpdive.com/alternatives/exa",
   "title": "Exa Alternatives in 2026: When You Need Answers, Not Embeddings",
   "published_at": null,
   "engine": "Mako",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "## The factual half of your traffic",
    "Mako answers in 1\u20132 s for 1 credit; Moby returns full-page context per source for 1.5."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "## The factual half of your traffic",
    "Mako answers in 1\u20132 s for 1 credit; Moby returns full-page context per source for 1.5."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://serpdive.com/alternatives/exa",
   "title": "Exa Alternatives in 2026: When You Need Answers, Not Embeddings",
   "published_at": null,
   "engine": "Moby",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "## The factual half of your traffic",
    "Mako answers in 1\u20132 s for 1 credit; Moby returns full-page context per source for 1.5."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "## The factual half of your traffic",
    "Mako answers in 1\u20132 s for 1 credit; Moby returns full-page context per source for 1.5."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://tracxn.com/d/companies/genspark/__DlTsNPTygT2CGPOJLBFzdx5Sw1bv2C7rP7f8bbYirtg",
   "title": "Genspark",
   "published_at": "2024-12-26T14:14:34",
   "engine": "Perplexity",
   "launch_year": "2022",
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "Here is the list of Top 10 competitors of Genspark, ranked by Tracxn score:",
    "| Rank | Company Details | Short Description | Total Funding | Investors | Tracxn Score |",
    "| 1st | ![Logo for Perplexity](https://i.tracxn.com/logo/company/352e7288d07c575e5336fcbedc6a4817?devicePixelRatio=2&height=30&width=30) [Perplexity](/d/companies/perplexity/__V2BE-5ihMWJ1hNb2_u1W7Gry25JzPFCBg-iNWi94XI8) 2022, San Francisco ([United States](/d/geographies/united-states/__agFBbaWLXQ9BaxreLIz_EPAASY3VwAK-kFQ6rvJvIco)), Series E | AI-powered search and answer generation | $1.72B | [IVP](/d/venture-capital/ivp/__3tbFh90no8IBBRRXyVQwInl08bu2a-ue4ZMzd8-A3lA), [New Enterprise Associates](/d/venture-capital/new-enterprise-associates/__eu8NTmi72ogDYzh9NH9QIFndf1mSanr4HntwJ8lfodQ) & [60 others](https://platform.tracxn.com/a/d/company/637d56a8e455b527bba14f4c#a:funding-and-investors) | 85/100 |"
   ],
   "launch_year_evidence": [
    "Here is the list of Top 10 competitors of Genspark, ranked by Tracxn score:",
    "| Rank | Company Details | Short Description | Total Funding | Investors | Tracxn Score |",
    "| 1st | ![Logo for Perplexity](https://i.tracxn.com/logo/company/352e7288d07c575e5336fcbedc6a4817?devicePixelRatio=2&height=30&width=30) [Perplexity](/d/companies/perplexity/__V2BE-5ihMWJ1hNb2_u1W7Gry25JzPFCBg-iNWi94XI8) 2022, San Francisco ([United States](/d/geographies/united-states/__agFBbaWLXQ9BaxreLIz_EPAASY3VwAK-kFQ6rvJvIco)), Series E | AI-powered search and answer generation | $1.72B | [IVP](/d/venture-capital/ivp/__3tbFh90no8IBBRRXyVQwInl08bu2a-ue4ZMzd8-A3lA), [New Enterprise Associates](/d/venture-capital/new-enterprise-associates/__eu8NTmi72ogDYzh9NH9QIFndf1mSanr4HntwJ8lfodQ) & [60 others](https://platform.tracxn.com/a/d/company/637d56a8e455b527bba14f4c#a:funding-and-investors) | 85/100 |"
   ],
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://tracxn.com/d/companies/genspark/__DlTsNPTygT2CGPOJLBFzdx5Sw1bv2C7rP7f8bbYirtg",
   "title": "Genspark",
   "published_at": "2024-12-26T14:14:34",
   "engine": "AI Hay",
   "launch_year": "2022",
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "Here is the list of Top 10 competitors of Genspark, ranked by Tracxn score:",
    "| Rank | Company Details | Short Description | Total Funding | Investors | Tracxn Score |",
    "| 3rd | ![Logo for AI Hay](https://i.tracxn.com/logo/company/ai-hay_vn_c305763d-3eb6-46be-aedd-9d7b51d87d25?devicePixelRatio=2&height=30&width=30) [AI Hay](/d/companies/ai-hay/__4t1uRmp9RpqZpSzaUTkBraXIpoUXvXbtrEL0u4PLn5c) 2022, Ho Chi Minh City ([Vietnam](/d/geographies/vietnam/__mXTFqXTV3nmiVAN40YK-fxLyh5iHTfRmkFLJ9qmnPbA)), Series A | An AI-driven knowledge discovery platform leveraging proprietary generative answer technology to provide real-time accurate information in various subjects | $18.2M | [Argor Capital Management](/d/venture-capital/argor-capital-management/__ZNV-KZM79cWZ5e23F10B0lPgLEFi-ef9z1-z3SyoYXg), [AppWorks](/d/venture-capital/appworks/__EkSXMaxNxjCGKk4MkhzDPE-y26cS-NjygN1Z3Fahybw) & [4 others](https://platform.tracxn.com/a/d/company/6706d7e920ef2e0e18f1adbd#a:funding-and-investors) | 67/100 |"
   ],
   "launch_year_evidence": [
    "Here is the list of Top 10 competitors of Genspark, ranked by Tracxn score:",
    "| Rank | Company Details | Short Description | Total Funding | Investors | Tracxn Score |",
    "| 3rd | ![Logo for AI Hay](https://i.tracxn.com/logo/company/ai-hay_vn_c305763d-3eb6-46be-aedd-9d7b51d87d25?devicePixelRatio=2&height=30&width=30) [AI Hay](/d/companies/ai-hay/__4t1uRmp9RpqZpSzaUTkBraXIpoUXvXbtrEL0u4PLn5c) 2022, Ho Chi Minh City ([Vietnam](/d/geographies/vietnam/__mXTFqXTV3nmiVAN40YK-fxLyh5iHTfRmkFLJ9qmnPbA)), Series A | An AI-driven knowledge discovery platform leveraging proprietary generative answer technology to provide real-time accurate information in various subjects | $18.2M | [Argor Capital Management](/d/venture-capital/argor-capital-management/__ZNV-KZM79cWZ5e23F10B0lPgLEFi-ef9z1-z3SyoYXg), [AppWorks](/d/venture-capital/appworks/__EkSXMaxNxjCGKk4MkhzDPE-y26cS-NjygN1Z3Fahybw) & [4 others](https://platform.tracxn.com/a/d/company/6706d7e920ef2e0e18f1adbd#a:funding-and-investors) | 67/100 |"
   ],
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://tracxn.com/d/companies/genspark/__DlTsNPTygT2CGPOJLBFzdx5Sw1bv2C7rP7f8bbYirtg",
   "title": "Genspark",
   "published_at": "2024-12-26T14:14:34",
   "engine": "ProRata.ai",
   "launch_year": "2024",
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "Here is the list of Top 10 competitors of Genspark, ranked by Tracxn score:",
    "| Rank | Company Details | Short Description | Total Funding | Investors | Tracxn Score |",
    "| 6th | ![Logo for ProRata.ai](https://i.tracxn.com/logo/company/Screenshot_from_2024-12-26_18-12-01_02392314-49ca-4fa5-9942-cf70cfd69dd6.png?devicePixelRatio=2&height=30&width=30) [ProRata.ai](/d/companies/prorataai/__7VzpqHQ-NgRZBSyF-UIkjrtSnb_8KoTVAI_KHA1zYYU) 2024, Pasadena ([United States](/d/geographies/united-states/__agFBbaWLXQ9BaxreLIz_EPAASY3VwAK-kFQ6rvJvIco)), Series B | Technology company that develops attribution solutions for generative artificial intelligence platforms | $75M | [Touring Capital](/d/venture-capital/touring-capital/__BpuPoIHxyITSXZn3G8msyTvjWzVHIWD5PV73Pk2dJEI), [Mayfield](/d/venture-capital/mayfield/__2w8-S4Gd_whbycgrtGO81jTogWCVzWPdVcpwlpCCBXU) & [13 others](https://platform.tracxn.com/a/d/company/668aaade247e9b5ae2206916#a:funding-and-investors) | 58/100 |"
   ],
   "launch_year_evidence": [
    "Here is the list of Top 10 competitors of Genspark, ranked by Tracxn score:",
    "| Rank | Company Details | Short Description | Total Funding | Investors | Tracxn Score |",
    "| 6th | ![Logo for ProRata.ai](https://i.tracxn.com/logo/company/Screenshot_from_2024-12-26_18-12-01_02392314-49ca-4fa5-9942-cf70cfd69dd6.png?devicePixelRatio=2&height=30&width=30) [ProRata.ai](/d/companies/prorataai/__7VzpqHQ-NgRZBSyF-UIkjrtSnb_8KoTVAI_KHA1zYYU) 2024, Pasadena ([United States](/d/geographies/united-states/__agFBbaWLXQ9BaxreLIz_EPAASY3VwAK-kFQ6rvJvIco)), Series B | Technology company that develops attribution solutions for generative artificial intelligence platforms | $75M | [Touring Capital](/d/venture-capital/touring-capital/__BpuPoIHxyITSXZn3G8msyTvjWzVHIWD5PV73Pk2dJEI), [Mayfield](/d/venture-capital/mayfield/__2w8-S4Gd_whbycgrtGO81jTogWCVzWPdVcpwlpCCBXU) & [13 others](https://platform.tracxn.com/a/d/company/668aaade247e9b5ae2206916#a:funding-and-investors) | 58/100 |"
   ],
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://tracxn.com/d/companies/genspark/__DlTsNPTygT2CGPOJLBFzdx5Sw1bv2C7rP7f8bbYirtg",
   "title": "Genspark",
   "published_at": "2024-12-26T14:14:34",
   "engine": "Consensus",
   "launch_year": "2020",
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "Here is the list of Top 10 competitors of Genspark, ranked by Tracxn score:",
    "| Rank | Company Details | Short Description | Total Funding | Investors | Tracxn Score |",
    "| 7th | ![Logo for Consensus](https://i.tracxn.com/logo/company/consensus.app_Logo_7489c7d8-8634-45f1-8e52-2ca53e222f71.jpg?devicePixelRatio=2&height=30&width=30) [Consensus](/d/companies/consensus/__WfH-QwhS9-s-sqDaImlN8S11KPpemxLaqZoQreCJfiU) 2020, Boston ([United States](/d/geographies/united-states/__agFBbaWLXQ9BaxreLIz_EPAASY3VwAK-kFQ6rvJvIco)), Series B | Provider of an AI-enabled search tool for research purposes | $19.2M | [Draper](/d/venture-capital/draper/__7h96NQAigS5p__mF-auZlWr9JsyTO88rGQ3pYGgkNFI), [Union Square Ventures](/d/venture-capital/union-square-ventures/__x1_IjjosyDMQVXNdiX58SZSNG3p0T6xlbLfxZ_zLyx4) & [12 others](https://platform.tracxn.com/a/d/company/5af721d7e4b0f21b9398f2b7#a:funding-and-investors) | 56/100 |"
   ],
   "launch_year_evidence": [
    "Here is the list of Top 10 competitors of Genspark, ranked by Tracxn score:",
    "| Rank | Company Details | Short Description | Total Funding | Investors | Tracxn Score |",
    "| 7th | ![Logo for Consensus](https://i.tracxn.com/logo/company/consensus.app_Logo_7489c7d8-8634-45f1-8e52-2ca53e222f71.jpg?devicePixelRatio=2&height=30&width=30) [Consensus](/d/companies/consensus/__WfH-QwhS9-s-sqDaImlN8S11KPpemxLaqZoQreCJfiU) 2020, Boston ([United States](/d/geographies/united-states/__agFBbaWLXQ9BaxreLIz_EPAASY3VwAK-kFQ6rvJvIco)), Series B | Provider of an AI-enabled search tool for research purposes | $19.2M | [Draper](/d/venture-capital/draper/__7h96NQAigS5p__mF-auZlWr9JsyTO88rGQ3pYGgkNFI), [Union Square Ventures](/d/venture-capital/union-square-ventures/__x1_IjjosyDMQVXNdiX58SZSNG3p0T6xlbLfxZ_zLyx4) & [12 others](https://platform.tracxn.com/a/d/company/5af721d7e4b0f21b9398f2b7#a:funding-and-investors) | 56/100 |"
   ],
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://tracxn.com/d/companies/genspark/__DlTsNPTygT2CGPOJLBFzdx5Sw1bv2C7rP7f8bbYirtg",
   "title": "Genspark",
   "published_at": "2024-12-26T14:14:34",
   "engine": "Felo",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "Here is the list of Top 10 competitors of Genspark, ranked by Tracxn score:",
    "| Rank | Company Details | Short Description | Total Funding | Investors | Tracxn Score |",
    "| 9th | ![Logo for Felo](//cdn.tracxn.com/images/static/company/no-logo-120x120.png) [Felo](/d/companies/felo/__Lrof1ikHBCubX8Fxj_hBZtWXhuiERhe8z35xMhzwP9Y) Series A | Developer of an AI search engine with research and mind-mapping | $10.2M | [Mirae Asset Venture Investments](/d/venture-capital/mirae-asset-venture-investments/__KJVLCEGTRyc6NH2-1narE_vYcQB6SmYg2Y-uZzdrnFc), [Peak XV Partners](/d/venture-capital/peak-xv-partners/__KWw3XbsFlXlo-Z5eRJu5pASu9j-uOs_VA1GbauLuLOE) | 48/100 |"
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://theglobaleuropean.com/article/923084645-answer-engine-a-new-open-source-tool-for-ai-and-semantic-search-that-cites-its-sources-or-says-i-don-t-know",
   "title": "Answer Engine: A New Open-Source Tool for AI and Semantic Search That Cites Its Sources \u2014 or Says \"I Don't Know\"",
   "published_at": null,
   "engine": "Google's AI Overviews",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "Answer Engine: A New Open-Source Tool for AI and Semantic Search That Cites Its Sources \u2014 or Says \"I Don't Know\"",
    "As AI answer engines like Google's AI Overviews, Perplexity, ChatGPT, Copilot, and Gemini replace the list of links with a single composed answer, a new failure has come with them: these tools can return confident judgments in their own voice, sometimes citing sources that do not support the claim, sometimes describing work that does not exist, and often without a clear author a reader can question."
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://theglobaleuropean.com/article/923084645-answer-engine-a-new-open-source-tool-for-ai-and-semantic-search-that-cites-its-sources-or-says-i-don-t-know",
   "title": "Answer Engine: A New Open-Source Tool for AI and Semantic Search That Cites Its Sources \u2014 or Says \"I Don't Know\"",
   "published_at": null,
   "engine": "Perplexity",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "Answer Engine: A New Open-Source Tool for AI and Semantic Search That Cites Its Sources \u2014 or Says \"I Don't Know\"",
    "As AI answer engines like Google's AI Overviews, Perplexity, ChatGPT, Copilot, and Gemini replace the list of links with a single composed answer, a new failure has come with them: these tools can return confident judgments in their own voice, sometimes citing sources that do not support the claim, sometimes describing work that does not exist, and often without a clear author a reader can question."
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://theglobaleuropean.com/article/923084645-answer-engine-a-new-open-source-tool-for-ai-and-semantic-search-that-cites-its-sources-or-says-i-don-t-know",
   "title": "Answer Engine: A New Open-Source Tool for AI and Semantic Search That Cites Its Sources \u2014 or Says \"I Don't Know\"",
   "published_at": null,
   "engine": "ChatGPT",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "Answer Engine: A New Open-Source Tool for AI and Semantic Search That Cites Its Sources \u2014 or Says \"I Don't Know\"",
    "As AI answer engines like Google's AI Overviews, Perplexity, ChatGPT, Copilot, and Gemini replace the list of links with a single composed answer, a new failure has come with them: these tools can return confident judgments in their own voice, sometimes citing sources that do not support the claim, sometimes describing work that does not exist, and often without a clear author a reader can question."
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://theglobaleuropean.com/article/923084645-answer-engine-a-new-open-source-tool-for-ai-and-semantic-search-that-cites-its-sources-or-says-i-don-t-know",
   "title": "Answer Engine: A New Open-Source Tool for AI and Semantic Search That Cites Its Sources \u2014 or Says \"I Don't Know\"",
   "published_at": null,
   "engine": "Copilot",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "Answer Engine: A New Open-Source Tool for AI and Semantic Search That Cites Its Sources \u2014 or Says \"I Don't Know\"",
    "As AI answer engines like Google's AI Overviews, Perplexity, ChatGPT, Copilot, and Gemini replace the list of links with a single composed answer, a new failure has come with them: these tools can return confident judgments in their own voice, sometimes citing sources that do not support the claim, sometimes describing work that does not exist, and often without a clear author a reader can question."
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://theglobaleuropean.com/article/923084645-answer-engine-a-new-open-source-tool-for-ai-and-semantic-search-that-cites-its-sources-or-says-i-don-t-know",
   "title": "Answer Engine: A New Open-Source Tool for AI and Semantic Search That Cites Its Sources \u2014 or Says \"I Don't Know\"",
   "published_at": null,
   "engine": "Gemini",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "Answer Engine: A New Open-Source Tool for AI and Semantic Search That Cites Its Sources \u2014 or Says \"I Don't Know\"",
    "As AI answer engines like Google's AI Overviews, Perplexity, ChatGPT, Copilot, and Gemini replace the list of links with a single composed answer, a new failure has come with them: these tools can return confident judgments in their own voice, sometimes citing sources that do not support the claim, sometimes describing work that does not exist, and often without a clear author a reader can question."
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://aitoolsatlas.ai/tools/arc-search",
   "title": "Arc Search: Coding Agents Tool \u2014 Reviews & Pricing [2026] (tools arc search) | aitoolsatlas.ai",
   "published_at": null,
   "engine": "Arc Search",
   "launch_year": "2024",
   "status": "maintenance mode",
   "region": null,
   "category": "AI-powered mobile browser",
   "engine_evidence": [
    "Coding Agents\ud83d\udfe2No Code",
    "# Arc Search",
    "Arc Search is a free, AI-powered mobile browser developed by The Browser Company, designed as a companion to the desktop Arc browser."
   ],
   "launch_year_evidence": [
    "Coding Agents\ud83d\udfe2No Code",
    "# Arc Search",
    "The app launched in early 2024 for iOS and later expanded to Android, positioning itself as a fast, opinionated alternative to Safari, Chrome, and Google Search on mobile."
   ],
   "status_evidence": [
    "Coding Agents\ud83d\udfe2No Code",
    "# Arc Search",
    "Arc Search remains available, free, and functional on mobile, but the original Arc desktop browser and Arc Search are no longer receiving active feature development beyond maintenance."
   ],
   "region_evidence": null,
   "category_evidence": [
    "Coding Agents\ud83d\udfe2No Code",
    "# Arc Search",
    "Free AI-powered mobile browser that builds custom summary pages from multiple sources for every search."
   ]
  },
  {
   "url": "https://aitoolsatlas.ai/tools/arc-search",
   "title": "Arc Search: Coding Agents Tool \u2014 Reviews & Pricing [2026] (tools arc search) | aitoolsatlas.ai",
   "published_at": null,
   "engine": "Bing AI",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": "AI Agent Builders",
   "engine_evidence": [
    "Coding Agents\ud83d\udfe2No Code",
    "## Alternatives to Arc Search",
    "Microsoft's free AI search assistant (now Copilot) combining GPT-powered conversational answers with web citations, image generation, and deep Microsoft 365 integration."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "Coding Agents\ud83d\udfe2No Code",
    "## Alternatives to Arc Search",
    "Microsoft's free AI search assistant (now Copilot) combining GPT-powered conversational answers with web citations, image generation, and deep Microsoft 365 integration."
   ],
   "region_evidence": null,
   "category_evidence": [
    "Coding Agents\ud83d\udfe2No Code",
    "## Alternatives to Arc Search",
    "Microsoft's free AI search assistant (now Copilot) combining GPT-powered conversational answers with web citations, image generation, and deep Microsoft 365 integration."
   ]
  },
  {
   "url": "https://aitoolsatlas.ai/tools/arc-search",
   "title": "Arc Search: Coding Agents Tool \u2014 Reviews & Pricing [2026] (tools arc search) | aitoolsatlas.ai",
   "published_at": null,
   "engine": "Kagi",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": "AI Agent Builders",
   "engine_evidence": [
    "Coding Agents\ud83d\udfe2No Code",
    "## Alternatives to Arc Search",
    "Premium ad-free search engine with AI assistant, offering unbiased results, complete privacy, and personalized search customization through a subscription model."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "Coding Agents\ud83d\udfe2No Code",
    "## Alternatives to Arc Search",
    "Premium ad-free search engine with AI assistant, offering unbiased results, complete privacy, and personalized search customization through a subscription model."
   ],
   "region_evidence": null,
   "category_evidence": [
    "Coding Agents\ud83d\udfe2No Code",
    "## Alternatives to Arc Search",
    "Premium ad-free search engine with AI assistant, offering unbiased results, complete privacy, and personalized search customization through a subscription model."
   ]
  },
  {
   "url": "https://aitoolsatlas.ai/tools/arc-search",
   "title": "Arc Search: Coding Agents Tool \u2014 Reviews & Pricing [2026] (tools arc search) | aitoolsatlas.ai",
   "published_at": null,
   "engine": "Phind",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": "Coding Agents",
   "engine_evidence": [
    "Coding Agents\ud83d\udfe2No Code",
    "## Alternatives to Arc Search",
    "Revolutionary developer-focused AI search engine that delivers instant, accurate answers to coding questions with working code examples and technical explanations, transforming how programmers research and solve problems."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "Coding Agents\ud83d\udfe2No Code",
    "## Alternatives to Arc Search",
    "Revolutionary developer-focused AI search engine that delivers instant, accurate answers to coding questions with working code examples and technical explanations, transforming how programmers research and solve problems."
   ],
   "region_evidence": null,
   "category_evidence": [
    "Coding Agents\ud83d\udfe2No Code",
    "## Alternatives to Arc Search",
    "Revolutionary developer-focused AI search engine that delivers instant, accurate answers to coding questions with working code examples and technical explanations, transforming how programmers research and solve problems."
   ]
  },
  {
   "url": "https://empact.partners/empact-zone/chatgpt-vs-google-ai-mode",
   "title": "ChatGPT vs Google AI Mode \u2014 How Two AI Search Engines Actually Work | Empact Partners",
   "published_at": null,
   "engine": "ChatGPT Search",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "ChatGPT Search vs Google AI Mode: The Comparison",
    "| Dimension | ChatGPT Search | Google AI Mode |",
    "ChatGPT Search and Google AI Mode both answer questions with AI-generated summaries."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "ChatGPT Search vs Google AI Mode: The Comparison",
    "| Dimension | ChatGPT Search | Google AI Mode |",
    "ChatGPT Search and Google AI Mode both answer questions with AI-generated summaries."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://empact.partners/empact-zone/chatgpt-vs-google-ai-mode",
   "title": "ChatGPT vs Google AI Mode \u2014 How Two AI Search Engines Actually Work | Empact Partners",
   "published_at": null,
   "engine": "Google AI Mode",
   "launch_year": null,
   "status": "active",
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   "engine_evidence": [
    "ChatGPT Search vs Google AI Mode: The Comparison",
    "| Dimension | ChatGPT Search | Google AI Mode |",
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   "status_evidence": [
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   ],
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   "category_evidence": null
  },
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   "url": "https://centraleuropeonline.com/article/923084645-answer-engine-a-new-open-source-tool-for-ai-and-semantic-search-that-cites-its-sources-or-says-i-don-t-know",
   "title": "Answer Engine: A New Open-Source Tool for AI and Semantic Search That Cites Its Sources \u2014 or Says \"I Don't Know\"",
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    "As AI answer engines like Google's AI Overviews, Perplexity, ChatGPT, Copilot, and Gemini replace the list of links with a single composed answer, a new failure has come with them: these tools can return confident judgments in their own voice, sometimes citing sources that do not support the claim, sometimes describing work that does not exist, and often without a clear author a reader can question."
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   "url": "https://centraleuropeonline.com/article/923084645-answer-engine-a-new-open-source-tool-for-ai-and-semantic-search-that-cites-its-sources-or-says-i-don-t-know",
   "title": "Answer Engine: A New Open-Source Tool for AI and Semantic Search That Cites Its Sources \u2014 or Says \"I Don't Know\"",
   "published_at": null,
   "engine": "Perplexity",
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    "Answer Engine: A New Open-Source Tool for AI and Semantic Search That Cites Its Sources \u2014 or Says \"I Don't Know\"",
    "As AI answer engines like Google's AI Overviews, Perplexity, ChatGPT, Copilot, and Gemini replace the list of links with a single composed answer, a new failure has come with them: these tools can return confident judgments in their own voice, sometimes citing sources that do not support the claim, sometimes describing work that does not exist, and often without a clear author a reader can question."
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   "url": "https://centraleuropeonline.com/article/923084645-answer-engine-a-new-open-source-tool-for-ai-and-semantic-search-that-cites-its-sources-or-says-i-don-t-know",
   "title": "Answer Engine: A New Open-Source Tool for AI and Semantic Search That Cites Its Sources \u2014 or Says \"I Don't Know\"",
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    "As AI answer engines like Google's AI Overviews, Perplexity, ChatGPT, Copilot, and Gemini replace the list of links with a single composed answer, a new failure has come with them: these tools can return confident judgments in their own voice, sometimes citing sources that do not support the claim, sometimes describing work that does not exist, and often without a clear author a reader can question."
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   "url": "https://centraleuropeonline.com/article/923084645-answer-engine-a-new-open-source-tool-for-ai-and-semantic-search-that-cites-its-sources-or-says-i-don-t-know",
   "title": "Answer Engine: A New Open-Source Tool for AI and Semantic Search That Cites Its Sources \u2014 or Says \"I Don't Know\"",
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    "Answer Engine: A New Open-Source Tool for AI and Semantic Search That Cites Its Sources \u2014 or Says \"I Don't Know\"",
    "As AI answer engines like Google's AI Overviews, Perplexity, ChatGPT, Copilot, and Gemini replace the list of links with a single composed answer, a new failure has come with them: these tools can return confident judgments in their own voice, sometimes citing sources that do not support the claim, sometimes describing work that does not exist, and often without a clear author a reader can question."
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   "url": "https://centraleuropeonline.com/article/923084645-answer-engine-a-new-open-source-tool-for-ai-and-semantic-search-that-cites-its-sources-or-says-i-don-t-know",
   "title": "Answer Engine: A New Open-Source Tool for AI and Semantic Search That Cites Its Sources \u2014 or Says \"I Don't Know\"",
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   "engine": "Gemini",
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    "Answer Engine: A New Open-Source Tool for AI and Semantic Search That Cites Its Sources \u2014 or Says \"I Don't Know\"",
    "As AI answer engines like Google's AI Overviews, Perplexity, ChatGPT, Copilot, and Gemini replace the list of links with a single composed answer, a new failure has come with them: these tools can return confident judgments in their own voice, sometimes citing sources that do not support the claim, sometimes describing work that does not exist, and often without a clear author a reader can question."
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   "url": "https://agentictribune.com/article/20260519-google-makes-search-proactive-with-gemini-3-5-flash-and-new-search-agents",
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    "# Google makes Search proactive with Gemini 3.5 Flash and new 'Search agents'",
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    "# Google makes Search proactive with Gemini 3.5 Flash and new 'Search agents'",
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   "url": "https://agentictribune.com/article/20260519-google-makes-search-proactive-with-gemini-3-5-flash-and-new-search-agents",
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    "# Google makes Search proactive with Gemini 3.5 Flash and new 'Search agents'",
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   ],
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   ],
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   "url": "https://genspark.ai/blog/genspark-series-a-funding-and-ios-app",
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   ]
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  {
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    "# 1.2.6- Gecko 153 and search updates",
    "## Qwant AI Answers",
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    "## Qwant AI Answers",
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    "As AI answer engines like Google's AI Overviews, Perplexity, ChatGPT, Copilot, and Gemini replace the list of links with a single composed answer, a new failure has come with them: these tools can return confident judgments in their own voice, sometimes citing sources that do not support the claim, sometimes describing work that does not exist, and often without a clear author a reader can question."
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    "As AI answer engines like Google's AI Overviews, Perplexity, ChatGPT, Copilot, and Gemini replace the list of links with a single composed answer, a new failure has come with them: these tools can return confident judgments in their own voice, sometimes citing sources that do not support the claim, sometimes describing work that does not exist, and often without a clear author a reader can question."
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   "title": "Answer Engine: A New Open-Source Tool for AI and Semantic Search That Cites Its Sources \u2014 or Says \"I Don't Know\"",
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    "As AI answer engines like Google's AI Overviews, Perplexity, ChatGPT, Copilot, and Gemini replace the list of links with a single composed answer, a new failure has come with them: these tools can return confident judgments in their own voice, sometimes citing sources that do not support the claim, sometimes describing work that does not exist, and often without a clear author a reader can question."
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    "By Every",
    "## Key takeaways",
    "- **Arc Search Sparked Pivot Realization**: Arc Search prototype exploded in popularity by generating perfect web pages on the fly instead of links, revealing AI would transform browsers from search funnels and app platforms into intent-understanding assistants. [13:40], [14:50]"
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  },
  {
   "url": "https://dynalord.com/blog/comet-pricing",
   "title": "Perplexity Comet Pricing Explained (2026): Free, Plus, Pro & Max",
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   "engine": "Perplexity Comet",
   "launch_year": "2026",
   "status": "active",
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   "engine_evidence": [
    "The direct answer: Perplexity Comet is **free** for everyone.",
    "| Comet (browser) | **$0** | Full agentic browser: agentic search, page summarization, voice mode, shopping assistant, Deep Research. Cross-platform (iOS, Android, Windows, Mac). |"
   ],
   "launch_year_evidence": [
    "Perplexity dropped the Comet paywall on **March 18, 2026**, so the full agentic browser \u2014 agentic search, page summarization, voice mode, the shopping assistant, and Deep Research \u2014 costs **$0** on iOS, Android, Windows, and Mac."
   ],
   "status_evidence": [
    "Since the paywall dropped on **March 18, 2026**, anyone can download Comet and use the agentic browser at no cost, with no trial clock and no credit card."
   ],
   "region_evidence": null,
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  },
  {
   "url": "https://greasyfork.org/en/scripts/584557-kagi-assistant-improved",
   "title": "[Kagi] Assistant Improved",
   "published_at": null,
   "engine": "Kagi Assistant",
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   "region": null,
   "category": null,
   "engine_evidence": [
    "Greasy Fork",
    "## [Kagi] Assistant Improved",
    "[Kagi Assistant](https://assistant.kagi.com/) is a generative AI-powered assistant equipped with [Kagi Search](https://kagi.com/), available on paid plans."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "Greasy Fork",
    "## [Kagi] Assistant Improved",
    "[Kagi Assistant](https://assistant.kagi.com/) is a generative AI-powered assistant equipped with [Kagi Search](https://kagi.com/), available on paid plans."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://felo.ai/blog/page/22",
   "title": "Felo Search Blog",
   "published_at": "2026-03-06T13:05:50",
   "engine": "Felo Search",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "## [OpenClaw Best Web Search skill/tool: Free Real-Time Search by Felo Search ](/blog/free-openclaw-search-skill/)",
    "OpenClaw web search gets a free upgrade with Felo AI, adding real-time web search, source citations, and smarter answers."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "OpenClaw web search gets a free upgrade with Felo AI, adding real-time web search, source citations, and smarter answers.",
    "## [OpenClaw Best Web Search skill/tool: Free Real-Time Search by Felo Search ](/blog/free-openclaw-search-skill/)"
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://europeanglobaltimes.com/article/923084645-answer-engine-a-new-open-source-tool-for-ai-and-semantic-search-that-cites-its-sources-or-says-i-don-t-know",
   "title": "Answer Engine: A New Open-Source Tool for AI and Semantic Search That Cites Its Sources \u2014 or Says \"I Don't Know\"",
   "published_at": null,
   "engine": "Google's AI Overviews",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "Answer Engine: A New Open-Source Tool for AI and Semantic Search That Cites Its Sources \u2014 or Says \"I Don't Know\"",
    "As AI answer engines like Google's AI Overviews, Perplexity, ChatGPT, Copilot, and Gemini replace the list of links with a single composed answer, a new failure has come with them: these tools can return confident judgments in their own voice, sometimes citing sources that do not support the claim, sometimes describing work that does not exist, and often without a clear author a reader can question."
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://europeanglobaltimes.com/article/923084645-answer-engine-a-new-open-source-tool-for-ai-and-semantic-search-that-cites-its-sources-or-says-i-don-t-know",
   "title": "Answer Engine: A New Open-Source Tool for AI and Semantic Search That Cites Its Sources \u2014 or Says \"I Don't Know\"",
   "published_at": null,
   "engine": "Perplexity",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "Answer Engine: A New Open-Source Tool for AI and Semantic Search That Cites Its Sources \u2014 or Says \"I Don't Know\"",
    "As AI answer engines like Google's AI Overviews, Perplexity, ChatGPT, Copilot, and Gemini replace the list of links with a single composed answer, a new failure has come with them: these tools can return confident judgments in their own voice, sometimes citing sources that do not support the claim, sometimes describing work that does not exist, and often without a clear author a reader can question."
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://europeanglobaltimes.com/article/923084645-answer-engine-a-new-open-source-tool-for-ai-and-semantic-search-that-cites-its-sources-or-says-i-don-t-know",
   "title": "Answer Engine: A New Open-Source Tool for AI and Semantic Search That Cites Its Sources \u2014 or Says \"I Don't Know\"",
   "published_at": null,
   "engine": "ChatGPT",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "Answer Engine: A New Open-Source Tool for AI and Semantic Search That Cites Its Sources \u2014 or Says \"I Don't Know\"",
    "As AI answer engines like Google's AI Overviews, Perplexity, ChatGPT, Copilot, and Gemini replace the list of links with a single composed answer, a new failure has come with them: these tools can return confident judgments in their own voice, sometimes citing sources that do not support the claim, sometimes describing work that does not exist, and often without a clear author a reader can question."
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://europeanglobaltimes.com/article/923084645-answer-engine-a-new-open-source-tool-for-ai-and-semantic-search-that-cites-its-sources-or-says-i-don-t-know",
   "title": "Answer Engine: A New Open-Source Tool for AI and Semantic Search That Cites Its Sources \u2014 or Says \"I Don't Know\"",
   "published_at": null,
   "engine": "Copilot",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "Answer Engine: A New Open-Source Tool for AI and Semantic Search That Cites Its Sources \u2014 or Says \"I Don't Know\"",
    "As AI answer engines like Google's AI Overviews, Perplexity, ChatGPT, Copilot, and Gemini replace the list of links with a single composed answer, a new failure has come with them: these tools can return confident judgments in their own voice, sometimes citing sources that do not support the claim, sometimes describing work that does not exist, and often without a clear author a reader can question."
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://europeanglobaltimes.com/article/923084645-answer-engine-a-new-open-source-tool-for-ai-and-semantic-search-that-cites-its-sources-or-says-i-don-t-know",
   "title": "Answer Engine: A New Open-Source Tool for AI and Semantic Search That Cites Its Sources \u2014 or Says \"I Don't Know\"",
   "published_at": null,
   "engine": "Gemini",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "Answer Engine: A New Open-Source Tool for AI and Semantic Search That Cites Its Sources \u2014 or Says \"I Don't Know\"",
    "As AI answer engines like Google's AI Overviews, Perplexity, ChatGPT, Copilot, and Gemini replace the list of links with a single composed answer, a new failure has come with them: these tools can return confident judgments in their own voice, sometimes citing sources that do not support the claim, sometimes describing work that does not exist, and often without a clear author a reader can question."
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://litmustools.com/compare/chatgpt-search-vs-google-ai-mode",
   "title": "ChatGPT Search vs Google AI Mode (2026): Which Wins? \u2013 Litmus",
   "published_at": "2026-06-28T00:38:29",
   "engine": "ChatGPT Search",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": "answer engine",
   "engine_evidence": [
    "ChatGPT Search vs Google AI Mode: Which Is Better? (2026)",
    "## ChatGPT Search"
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "ChatGPT Search vs Google AI Mode: Which Is Better? (2026)",
    "**The verdict:** These are the two free answer engines that billions will actually default to, and it is genuinely close: ChatGPT Search takes it at 81/100 over Google AI Mode at 78/100."
   ],
   "region_evidence": null,
   "category_evidence": [
    "ChatGPT Search vs Google AI Mode: Which Is Better? (2026)",
    "**The verdict:** These are the two free answer engines that billions will actually default to, and it is genuinely close: ChatGPT Search takes it at 81/100 over Google AI Mode at 78/100."
   ]
  },
  {
   "url": "https://litmustools.com/compare/chatgpt-search-vs-google-ai-mode",
   "title": "ChatGPT Search vs Google AI Mode (2026): Which Wins? \u2013 Litmus",
   "published_at": "2026-06-28T00:38:29",
   "engine": "Google AI Mode",
   "launch_year": "2025",
   "status": "active",
   "region": null,
   "category": "answer engine",
   "engine_evidence": [
    "ChatGPT Search vs Google AI Mode: Which Is Better? (2026)",
    "## Google AI Mode"
   ],
   "launch_year_evidence": [
    "ChatGPT Search vs Google AI Mode: Which Is Better? (2026)",
    "Google AI Mode comes at it from the other direction.",
    "It is two things wearing one name: **AI Overviews**, the summary now sitting atop a normal results page, and **AI Mode**, the full conversational tab announced March 5, 2025."
   ],
   "status_evidence": [
    "ChatGPT Search vs Google AI Mode: Which Is Better? (2026)",
    "**The verdict:** These are the two free answer engines that billions will actually default to, and it is genuinely close: ChatGPT Search takes it at 81/100 over Google AI Mode at 78/100."
   ],
   "region_evidence": null,
   "category_evidence": [
    "ChatGPT Search vs Google AI Mode: Which Is Better? (2026)",
    "**The verdict:** These are the two free answer engines that billions will actually default to, and it is genuinely close: ChatGPT Search takes it at 81/100 over Google AI Mode at 78/100."
   ]
  },
  {
   "url": "https://thebestaitools.co/ai-tool-reviews/perplexity-comet-review-the-ai-browser-replacing-chrome-for",
   "title": "Perplexity Comet Review the AI Browser Replacing Chrome for Researchers - The Best AI Tools",
   "published_at": "2026-05-17T21:18:09",
   "engine": "Perplexity\u2019s answer engine",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "# Perplexity Comet Review the AI Browser Replacing Chrome for Researchers",
    "Every core function, search, navigation, page reading, and task execution, runs through Perplexity\u2019s answer engine and its agentic assistant."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "# Perplexity Comet Review the AI Browser Replacing Chrome for Researchers",
    "Every core function, search, navigation, page reading, and task execution, runs through Perplexity\u2019s answer engine and its agentic assistant."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://whytryai.com/p/genspark-beginner-guide",
   "title": "Hands-On Guide to Genspark: Super Agent, Tools, Use Cases",
   "published_at": "2025-07-24T08:29:19",
   "engine": "Genspark",
   "launch_year": "2024",
   "status": "discontinued",
   "region": null,
   "category": null,
   "engine_evidence": [
    "# Complete Beginner's Guide To Genspark",
    "Introduction to the Genspark Super Agent and its many AI tools.",
    "Genspark launched in June 2024 as a sort of [Perplexity-Wikipedia hybrid](https://mainfunc.ai/blog/genspark_intro)."
   ],
   "launch_year_evidence": [
    "# Complete Beginner's Guide To Genspark",
    "Introduction to the Genspark Super Agent and its many AI tools.",
    "Genspark launched in June 2024 as a sort of [Perplexity-Wikipedia hybrid](https://mainfunc.ai/blog/genspark_intro)."
   ],
   "status_evidence": [
    "# Complete Beginner's Guide To Genspark",
    "Introduction to the Genspark Super Agent and its many AI tools.",
    "One month later, Genspark made a seemingly radical decision to kill off its search product and pivot towards a new agentic positioning."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://whytryai.com/p/genspark-beginner-guide",
   "title": "Hands-On Guide to Genspark: Super Agent, Tools, Use Cases",
   "published_at": "2025-07-24T08:29:19",
   "engine": "Perplexity",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": "search engine",
   "engine_evidence": [
    "## Genspark Super Agent vs. Perplexity",
    "**Perplexity** is an AI-powered *search engine*."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "## Genspark Super Agent vs. Perplexity",
    "AI search tools like Perplexity specialize in exactly that: search."
   ],
   "region_evidence": null,
   "category_evidence": [
    "## Genspark Super Agent vs. Perplexity",
    "**Perplexity** is an AI-powered *search engine*."
   ]
  },
  {
   "url": "https://digitaltoday.co.kr/en/view/36215/naver-kakao-shut-clovax-cue-kakaotv",
   "title": "Naver, Kakao shut ClovaX, Cue and KakaoTV",
   "published_at": "2026-03-12T22:30:00",
   "engine": "Cue",
   "launch_year": null,
   "status": "discontinued",
   "region": null,
   "category": null,
   "engine_evidence": [
    "Naver, Kakao shut ClovaX, Cue and KakaoTV",
    "According to the industry on March 12, Naver will end its conversational AI service ClovaX and its generative AI search service Cue on April 9."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "Naver, Kakao shut ClovaX, Cue and KakaoTV",
    "According to the industry on March 12, Naver will end its conversational AI service ClovaX and its generative AI search service Cue on April 9."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://nativeai.agency/hub/tools/comet-browser",
   "title": "Perplexity's AI Native Browser with Built in Search",
   "published_at": null,
   "engine": "Comet",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "# Comet",
    "Perplexity's AI native browser that puts search at the center of every browsing experience.",
    "Comet is a web browser built by Perplexity from the ground up with AI search integrated into every interaction."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "# Comet",
    "Search \u00b7 Updated 1 Jun 2026",
    "Comet is a web browser built by Perplexity from the ground up with AI search integrated into every interaction."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://hb.int2inf.com/en/s/item/DRQ1rwCeiX5aYctdJUg4xW-kagi-assistant-apps-and-search-refinements",
   "title": "Kagi releases official Kagi Assistant apps",
   "published_at": "2026-07-30T17:27:19",
   "engine": "Kagi Search",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "## Kagi releases official Kagi Assistant apps",
    "Kagi Search has been polished with clearer controls and a new currency conversion widget for exchange rates directly in search results."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "## Kagi releases official Kagi Assistant apps",
    "Kagi Search has been polished with clearer controls and a new currency conversion widget for exchange rates directly in search results."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://scribehow.com/page/Genspark_AI_Review_2026_Is_This_AI_Search_Engine_Better_Than_Google__GA3-JtDgRF2rFXCrXaMnbQ",
   "title": "Genspark AI Review 2026\u2013 Is This AI Search Engine Better Than Google? | Scribe",
   "published_at": null,
   "engine": "Genspark AI",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "# Genspark AI Review 2026\u2013 Is This AI Search Engine Better Than Google?",
    "Genspark AI has gone from a niche AI search tool to a full-blown AI workspace in under two years."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "# Genspark AI Review 2026\u2013 Is This AI Search Engine Better Than Google?",
    "Genspark AI has gone from a niche AI search tool to a full-blown AI workspace in under two years."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://scribehow.com/page/Genspark_AI_Review_2026_Is_This_AI_Search_Engine_Better_Than_Google__GA3-JtDgRF2rFXCrXaMnbQ",
   "title": "Genspark AI Review 2026\u2013 Is This AI Search Engine Better Than Google? | Scribe",
   "published_at": null,
   "engine": "Perplexity Pro",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "## **Genspark AI Alternatives**",
    "### **2. Perplexity Pro ($20/month or $200/year)**",
    "**Perplexity Pro** is Genspark's closest direct competitor in the AI search space."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "## **Genspark AI Alternatives**",
    "### **2. Perplexity Pro ($20/month or $200/year)**",
    "**Perplexity Pro** is Genspark's closest direct competitor in the AI search space."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://eurobroadcastnews.com/article/923084645-answer-engine-a-new-open-source-tool-for-ai-and-semantic-search-that-cites-its-sources-or-says-i-don-t-know",
   "title": "Answer Engine: A New Open-Source Tool for AI and Semantic Search That Cites Its Sources \u2014 or Says \"I Don't Know\"",
   "published_at": null,
   "engine": "AI Overviews",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "Answer Engine: A New Open-Source Tool for AI and Semantic Search That Cites Its Sources \u2014 or Says \"I Don't Know\"",
    "As AI answer engines like Google's AI Overviews, Perplexity, ChatGPT, Copilot, and Gemini replace the list of links with a single composed answer, a new failure has come with them: these tools can return confident judgments in their own voice, sometimes citing sources that do not support the claim, sometimes describing work that does not exist, and often without a clear author a reader can question."
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://eurobroadcastnews.com/article/923084645-answer-engine-a-new-open-source-tool-for-ai-and-semantic-search-that-cites-its-sources-or-says-i-don-t-know",
   "title": "Answer Engine: A New Open-Source Tool for AI and Semantic Search That Cites Its Sources \u2014 or Says \"I Don't Know\"",
   "published_at": null,
   "engine": "Perplexity",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "Answer Engine: A New Open-Source Tool for AI and Semantic Search That Cites Its Sources \u2014 or Says \"I Don't Know\"",
    "As AI answer engines like Google's AI Overviews, Perplexity, ChatGPT, Copilot, and Gemini replace the list of links with a single composed answer, a new failure has come with them: these tools can return confident judgments in their own voice, sometimes citing sources that do not support the claim, sometimes describing work that does not exist, and often without a clear author a reader can question."
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
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  },
  {
   "url": "https://eurobroadcastnews.com/article/923084645-answer-engine-a-new-open-source-tool-for-ai-and-semantic-search-that-cites-its-sources-or-says-i-don-t-know",
   "title": "Answer Engine: A New Open-Source Tool for AI and Semantic Search That Cites Its Sources \u2014 or Says \"I Don't Know\"",
   "published_at": null,
   "engine": "ChatGPT",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "Answer Engine: A New Open-Source Tool for AI and Semantic Search That Cites Its Sources \u2014 or Says \"I Don't Know\"",
    "As AI answer engines like Google's AI Overviews, Perplexity, ChatGPT, Copilot, and Gemini replace the list of links with a single composed answer, a new failure has come with them: these tools can return confident judgments in their own voice, sometimes citing sources that do not support the claim, sometimes describing work that does not exist, and often without a clear author a reader can question."
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
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   "category_evidence": null
  },
  {
   "url": "https://eurobroadcastnews.com/article/923084645-answer-engine-a-new-open-source-tool-for-ai-and-semantic-search-that-cites-its-sources-or-says-i-don-t-know",
   "title": "Answer Engine: A New Open-Source Tool for AI and Semantic Search That Cites Its Sources \u2014 or Says \"I Don't Know\"",
   "published_at": null,
   "engine": "Copilot",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "Answer Engine: A New Open-Source Tool for AI and Semantic Search That Cites Its Sources \u2014 or Says \"I Don't Know\"",
    "As AI answer engines like Google's AI Overviews, Perplexity, ChatGPT, Copilot, and Gemini replace the list of links with a single composed answer, a new failure has come with them: these tools can return confident judgments in their own voice, sometimes citing sources that do not support the claim, sometimes describing work that does not exist, and often without a clear author a reader can question."
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
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   "category_evidence": null
  },
  {
   "url": "https://eurobroadcastnews.com/article/923084645-answer-engine-a-new-open-source-tool-for-ai-and-semantic-search-that-cites-its-sources-or-says-i-don-t-know",
   "title": "Answer Engine: A New Open-Source Tool for AI and Semantic Search That Cites Its Sources \u2014 or Says \"I Don't Know\"",
   "published_at": null,
   "engine": "Gemini",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "Answer Engine: A New Open-Source Tool for AI and Semantic Search That Cites Its Sources \u2014 or Says \"I Don't Know\"",
    "As AI answer engines like Google's AI Overviews, Perplexity, ChatGPT, Copilot, and Gemini replace the list of links with a single composed answer, a new failure has come with them: these tools can return confident judgments in their own voice, sometimes citing sources that do not support the claim, sometimes describing work that does not exist, and often without a clear author a reader can question."
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://extpose.com/ext/aookogakccicaoigoofnnmeclkignpdk",
   "title": "Neeva AI Search on Extpose",
   "published_at": "2023-03-30T08:30:37",
   "engine": "Neeva AI Search",
   "launch_year": null,
   "status": "discontinued",
   "region": null,
   "category": null,
   "engine_evidence": [
    "# Neeva AI Search",
    "![Neeva AI Search icon](https://lh3.googleusercontent.com/p6X4bPS0upqGnP0EsXdXEGbS7GirRmhOwL-S7sqgXcP3wbjmpucc1dQU3mXAd1bT73lgX7GxOI5WjuSi16UJF7IEHg=w128-h128-e365-rj-sc0x00ffffff)"
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "# Neeva AI Search",
    "This extension is no longer available in the official store."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://gracker.ai/data-and-research-reports/ai-search-2025-2030-geo-wins-379b-shift",
   "title": "AI Search 2025\u20132030: How GEO Wins the $379B Shift | GrackerAI Research",
   "published_at": null,
   "engine": "Perplexity AI",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "Research Report",
    "# AI Search 2025-2030: How GEO Wins the $379B Shift",
    "### 1.1 Generative Chatbot Market Share",
    "| Platform | Market Share | B2B Strengths | Notable Data Points |",
    "| **Perplexity AI** | ~5.5\u20138.2% visits | Citation-first answer engine, RAG-focused, research-grade | Peak share of 14.1% in March 2025; transparent sourcing |"
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://theoutpost.ai/news-story/microsoft-challenges-google-with-new-bing-copilot-search-mode-13966",
   "title": "Microsoft Launches Copilot Search: A New AI-Powered Search Experience in Bing",
   "published_at": "2025-04-06T00:01:51",
   "engine": "Copilot Search",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "# Microsoft Launches Copilot Search: A New AI-Powered Search Experience in Bing",
    "Microsoft releases its own AI search engine, called Copilot Search"
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "# Microsoft Launches Copilot Search: A New AI-Powered Search Experience in Bing",
    "The new Copilot search is live and can be accessed on bing.com/copilotsearch."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://aiinsightsblogs.com/blogs/4edf87eb-dd53-42ca-8026-0b260c0a93c9-perplexity-comets-ai-browser-reads-your-linkedin-profile-and-hands-you-your-top-5-jobs",
   "title": "Perplexity Comet's AI Browser Reads Your LinkedIn Profile and Hands You Your Top 5 Jobs",
   "published_at": "2026-06-07T05:33:00",
   "engine": "Perplexity Comet",
   "launch_year": "2025",
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "**INTRODUCTION:**",
    "That is exactly what Perplexity Comet does.",
    "Comet is Perplexity's AI-native browser, powered by a range of large language models including Google Gemini, OpenAI GPT-5, and Perplexity's own Sonar."
   ],
   "launch_year_evidence": [
    "**What Is Perplexity Comet?**",
    "The browser was initially limited to paid subscribers, then released for free download in October 2025, and is now available on Windows, macOS, Android, and iOS."
   ],
   "status_evidence": [
    "**What Is Perplexity Comet?**",
    "The browser was initially limited to paid subscribers, then released for free download in October 2025, and is now available on Windows, macOS, Android, and iOS."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://inference.sh/apps/exa/extract",
   "title": "extract API - exa/extract | inference shell",
   "published_at": null,
   "engine": "Tavily search assistant",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "# extract",
    "Tavily's search assistant (`tavily/search-assistant`) works the way you'd expect a browsing-oriented tool to work."
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://inference.sh/apps/exa/extract",
   "title": "extract API - exa/extract | inference shell",
   "published_at": null,
   "engine": "Exa search",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "# extract",
    "Exa's search (`exa/search`) takes a fundamentally different approach."
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://inference.sh/apps/exa/extract",
   "title": "extract API - exa/extract | inference shell",
   "published_at": null,
   "engine": "exa/answer",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "# extract",
    "Exa offers something neither Tavily app directly replicates: `exa/answer`."
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://yourtechcompass.com/genspark-ai-review",
   "title": "Genspark AI: The Agentic Search Engine That\u2019s Quietly Changing How We Research",
   "published_at": "2026-06-10T16:24:31",
   "engine": "Genspark",
   "launch_year": "2023",
   "status": "active",
   "region": "Singapore",
   "category": "AI search tool",
   "engine_evidence": [
    "# Genspark AI: The Agentic Search Engine That\u2019s Quietly Changing How We Research"
   ],
   "launch_year_evidence": [
    "# Genspark AI: The Agentic Search Engine That\u2019s Quietly Changing How We Research",
    "Genspark AI started in 2023 as a Perplexity-style AI search tool, creating structured \u201cSparkpages\u201d that synthesized web results into comprehensive, cited documents."
   ],
   "status_evidence": [
    "# Genspark AI: The Agentic Search Engine That\u2019s Quietly Changing How We Research",
    "And that distinction, between a tool that answers questions and a tool that completes tasks, is what makes Genspark AI worth a serious look in 2026."
   ],
   "region_evidence": [
    "# Genspark AI: The Agentic Search Engine That\u2019s Quietly Changing How We Research",
    "The company is headquartered in Singapore with offices in San Francisco and Beijing, reflecting its explicitly global positioning."
   ],
   "category_evidence": [
    "# Genspark AI: The Agentic Search Engine That\u2019s Quietly Changing How We Research",
    "Genspark AI started in 2023 as a Perplexity-style AI search tool, creating structured \u201cSparkpages\u201d that synthesized web results into comprehensive, cited documents."
   ]
  },
  {
   "url": "https://growingbusinessesinthenews.com/article/923084645-answer-engine-a-new-open-source-tool-for-ai-and-semantic-search-that-cites-its-sources-or-says-i-don-t-know",
   "title": "Answer Engine: A New Open-Source Tool for AI and Semantic Search That Cites Its Sources \u2014 or Says \"I Don't Know\"",
   "published_at": null,
   "engine": "Google's AI Overviews",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "Answer Engine: A New Open-Source Tool for AI and Semantic Search That Cites Its Sources \u2014 or Says \"I Don't Know\"",
    "As AI answer engines like Google's AI Overviews, Perplexity, ChatGPT, Copilot, and Gemini replace the list of links with a single composed answer, a new failure has come with them: these tools can return confident judgments in their own voice, sometimes citing sources that do not support the claim, sometimes describing work that does not exist, and often without a clear author a reader can question."
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://growingbusinessesinthenews.com/article/923084645-answer-engine-a-new-open-source-tool-for-ai-and-semantic-search-that-cites-its-sources-or-says-i-don-t-know",
   "title": "Answer Engine: A New Open-Source Tool for AI and Semantic Search That Cites Its Sources \u2014 or Says \"I Don't Know\"",
   "published_at": null,
   "engine": "Perplexity",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "Answer Engine: A New Open-Source Tool for AI and Semantic Search That Cites Its Sources \u2014 or Says \"I Don't Know\"",
    "As AI answer engines like Google's AI Overviews, Perplexity, ChatGPT, Copilot, and Gemini replace the list of links with a single composed answer, a new failure has come with them: these tools can return confident judgments in their own voice, sometimes citing sources that do not support the claim, sometimes describing work that does not exist, and often without a clear author a reader can question."
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://growingbusinessesinthenews.com/article/923084645-answer-engine-a-new-open-source-tool-for-ai-and-semantic-search-that-cites-its-sources-or-says-i-don-t-know",
   "title": "Answer Engine: A New Open-Source Tool for AI and Semantic Search That Cites Its Sources \u2014 or Says \"I Don't Know\"",
   "published_at": null,
   "engine": "ChatGPT",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "Answer Engine: A New Open-Source Tool for AI and Semantic Search That Cites Its Sources \u2014 or Says \"I Don't Know\"",
    "As AI answer engines like Google's AI Overviews, Perplexity, ChatGPT, Copilot, and Gemini replace the list of links with a single composed answer, a new failure has come with them: these tools can return confident judgments in their own voice, sometimes citing sources that do not support the claim, sometimes describing work that does not exist, and often without a clear author a reader can question."
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://growingbusinessesinthenews.com/article/923084645-answer-engine-a-new-open-source-tool-for-ai-and-semantic-search-that-cites-its-sources-or-says-i-don-t-know",
   "title": "Answer Engine: A New Open-Source Tool for AI and Semantic Search That Cites Its Sources \u2014 or Says \"I Don't Know\"",
   "published_at": null,
   "engine": "Copilot",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "Answer Engine: A New Open-Source Tool for AI and Semantic Search That Cites Its Sources \u2014 or Says \"I Don't Know\"",
    "As AI answer engines like Google's AI Overviews, Perplexity, ChatGPT, Copilot, and Gemini replace the list of links with a single composed answer, a new failure has come with them: these tools can return confident judgments in their own voice, sometimes citing sources that do not support the claim, sometimes describing work that does not exist, and often without a clear author a reader can question."
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://growingbusinessesinthenews.com/article/923084645-answer-engine-a-new-open-source-tool-for-ai-and-semantic-search-that-cites-its-sources-or-says-i-don-t-know",
   "title": "Answer Engine: A New Open-Source Tool for AI and Semantic Search That Cites Its Sources \u2014 or Says \"I Don't Know\"",
   "published_at": null,
   "engine": "Gemini",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "Answer Engine: A New Open-Source Tool for AI and Semantic Search That Cites Its Sources \u2014 or Says \"I Don't Know\"",
    "As AI answer engines like Google's AI Overviews, Perplexity, ChatGPT, Copilot, and Gemini replace the list of links with a single composed answer, a new failure has come with them: these tools can return confident judgments in their own voice, sometimes citing sources that do not support the claim, sometimes describing work that does not exist, and often without a clear author a reader can question."
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://every.to/podcast/inside-the-browser-company-why-they-killed-arc-to-build-dia",
   "title": "\ud83c\udfa7 Inside The Browser Company: Why They Killed Arc to Build Dia",
   "published_at": "2025-07-02T14:00:00",
   "engine": "Arc Search",
   "launch_year": "2024",
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "Inside The Browser Company: Why They Killed Arc to Build Dia",
    "The Browser Company\u2019s first foray into AI was not an official, company-wide strategy.",
    "Moments before boarding a flight on a Sunday in January of 2024, he launched the mobile browser\u2014called Arc Search\u2014in a [tweet](https://x.com/joshm/status/1751734580124787028). (Miller is quick to point out this is *not* how products typically get launched at The Browser Company.)\n\nThat tweet"
   ],
   "launch_year_evidence": [
    "Inside The Browser Company: Why They Killed Arc to Build Dia",
    "The Browser Company\u2019s first foray into AI was not an official, company-wide strategy.",
    "Moments before boarding a flight on a Sunday in January of 2024, he launched the mobile browser\u2014called Arc Search\u2014in a [tweet](https://x.com/joshm/status/1751734580124787028). (Miller is quick to point out this is *not* how products typically get launched at The Browser Company.)\n\nThat tweet"
   ],
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://webiano.digital/google-still-owes-publishers-a-real-ai-search-report",
   "title": "Google still owes publishers a real AI search report",
   "published_at": "2026-04-29T22:00:00",
   "engine": "AI Mode",
   "launch_year": "2025",
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "# Google still owes publishers a real AI search report",
    "Google still owes publishers a real AI search report",
    "As of April 28, 2026, the official answer is less satisfying but more precise: **AI Overviews and AI Mode are already counted in Google Search Console, but they are blended into the normal Web search performance data.**"
   ],
   "launch_year_evidence": [
    "# Google still owes publishers a real AI search report",
    "Google still owes publishers a real AI search report",
    "Google\u2019s March 2025 announcement introducing experimental AI Mode and expanding AI Overviews with Gemini 2.0 capabilities."
   ],
   "status_evidence": [
    "# Google still owes publishers a real AI search report",
    "Google still owes publishers a real AI search report",
    "As of April 28, 2026, the official answer is less satisfying but more precise: **AI Overviews and AI Mode are already counted in Google Search Console, but they are blended into the normal Web search performance data.**"
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://aipedia.wiki/tools/comet",
   "title": "Perplexity Comet: Features, Pricing & Review (2026)",
   "published_at": null,
   "engine": "Perplexity Comet",
   "launch_year": null,
   "status": "Active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "Perplexity Comet",
    "# Perplexity Comet",
    "Perplexity Comet is Perplexity's AI browser for cited search, page-aware assistance, and delegated web tasks.",
    "Perplexity Comet \u2014 Editorial Review"
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "Active",
    "# Perplexity Comet",
    "Perplexity Comet \u2014 Editorial Review"
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://kagi.com/pricing",
   "title": "Kagi Search Pricing and Plans",
   "published_at": null,
   "engine": "Kagi Search / Kagi Assistant",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": "AI search and assistant with research mode",
   "engine_evidence": [
    "# Pricing",
    "- Explore Kagi Search and Assistant with privacy-first tech",
    "- Kagi Assistant with [Research mode](https://help.kagi.com/kagi/ai/kagi-research.html) and flagship models"
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "# Pricing",
    "Kagi has no ads, no tracking, no noise, and is fully funded by its users."
   ],
   "region_evidence": null,
   "category_evidence": [
    "# Pricing",
    "- Explore Kagi Search and Assistant with privacy-first tech",
    "- Kagi Assistant with [Research mode](https://help.kagi.com/kagi/ai/kagi-research.html) and flagship models"
   ]
  },
  {
   "url": "https://felo.ai/blog/financial-data-accuracy",
   "title": "Felo Leads AI Search Engines in Financial Data Accuracy",
   "published_at": "2025-11-15T03:30:32",
   "engine": "Felo",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "# Felo Leads AI Search Engines in Financial Data Accuracy",
    "The evolution of AI search engines has been remarkable. ChatGPT, Perplexity, Genspark, Manus, and Felo\u2014diverse platforms are ushering in a new era of information retrieval."
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://felo.ai/blog/financial-data-accuracy",
   "title": "Felo Leads AI Search Engines in Financial Data Accuracy",
   "published_at": "2025-11-15T03:30:32",
   "engine": "ChatGPT",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "# Felo Leads AI Search Engines in Financial Data Accuracy",
    "The evolution of AI search engines has been remarkable. ChatGPT, Perplexity, Genspark, Manus, and Felo\u2014diverse platforms are ushering in a new era of information retrieval."
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://felo.ai/blog/financial-data-accuracy",
   "title": "Felo Leads AI Search Engines in Financial Data Accuracy",
   "published_at": "2025-11-15T03:30:32",
   "engine": "Perplexity",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "# Felo Leads AI Search Engines in Financial Data Accuracy",
    "The evolution of AI search engines has been remarkable. ChatGPT, Perplexity, Genspark, Manus, and Felo\u2014diverse platforms are ushering in a new era of information retrieval."
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://felo.ai/blog/financial-data-accuracy",
   "title": "Felo Leads AI Search Engines in Financial Data Accuracy",
   "published_at": "2025-11-15T03:30:32",
   "engine": "Genspark",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "# Felo Leads AI Search Engines in Financial Data Accuracy",
    "The evolution of AI search engines has been remarkable. ChatGPT, Perplexity, Genspark, Manus, and Felo\u2014diverse platforms are ushering in a new era of information retrieval."
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://felo.ai/blog/financial-data-accuracy",
   "title": "Felo Leads AI Search Engines in Financial Data Accuracy",
   "published_at": "2025-11-15T03:30:32",
   "engine": "Manus",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "# Felo Leads AI Search Engines in Financial Data Accuracy",
    "The evolution of AI search engines has been remarkable. ChatGPT, Perplexity, Genspark, Manus, and Felo\u2014diverse platforms are ushering in a new era of information retrieval."
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://menra.ai/guides/mistral-le-chat-get-cited",
   "title": "How to Get Cited by Mistral Le Chat: The Complete Guide",
   "published_at": "2026-07-05T00:00:00",
   "engine": "Mistral Le Chat",
   "launch_year": "2024",
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "How to Get Cited by Mistral Le Chat: The Complete Guide",
    "Le Chat is the assistant from Mistral AI, the Paris-based lab founded in April 2023 that has become Europe's most prominent AI company."
   ],
   "launch_year_evidence": [
    "How to Get Cited by Mistral Le Chat: The Complete Guide",
    "Launched in February 2024 and relaunched in February 2025 with iOS/Android apps, a $14.99/month Pro tier, and Cerebras-powered \"Flash Answers\" streaming at roughly 1,000 tokens per second, Le Chat pairs Mistral's models with web search grounding."
   ],
   "status_evidence": [
    "How to Get Cited by Mistral Le Chat: The Complete Guide",
    "Launched in February 2024 and relaunched in February 2025 with iOS/Android apps, a $14.99/month Pro tier, and Cerebras-powered \"Flash Answers\" streaming at roughly 1,000 tokens per second, Le Chat pairs Mistral's models with web search grounding."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://investorshub.advfn.com/boards/read_msg.aspx?message_id=177019664",
   "title": "DuckDuckGo's AI search features, known as Search Assist,",
   "published_at": "2025-12-03T15:48:13",
   "engine": "DuckDuckGo Search Assist",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "DuckDuckGo's AI search features, known as Search Assist, prioritize user control, privacy, and a less intrusive interface compared to Google's AI Overviews."
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://awesomeagents.ai/news/google-search-ai-agents-io-2026",
   "title": "Google Search Gains AI Agents, Hits 1 Billion Users",
   "published_at": "2026-05-20T14:57:36",
   "engine": "Google AI Mode",
   "launch_year": "2025",
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "Google's AI Mode reached 1 billion monthly users at I/O 2026, as the company announced information agents, agentic booking, and generative UI set to transform Search this summer.",
    "The Search Interface That Actually Changes",
    "| Platform | Scale | Agents | Generative UI | Free Tier |",
    "| Google AI Mode | 1B monthly | Summer 2026 | Yes (summer 2026) | Yes |"
   ],
   "launch_year_evidence": [
    "Google launched AI Mode just over a year ago.",
    "The Search Interface That Actually Changes",
    "| Platform | Scale | Agents | Generative UI | Free Tier |",
    "| Google AI Mode | 1B monthly | Summer 2026 | Yes (summer 2026) | Yes |"
   ],
   "status_evidence": [
    "Google's AI Mode reached 1 billion monthly users at I/O 2026, as the company announced information agents, agentic booking, and generative UI set to transform Search this summer.",
    "The Search Interface That Actually Changes",
    "| Platform | Scale | Agents | Generative UI | Free Tier |",
    "| Google AI Mode | 1B monthly | Summer 2026 | Yes (summer 2026) | Yes |"
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://awesomeagents.ai/news/google-search-ai-agents-io-2026",
   "title": "Google Search Gains AI Agents, Hits 1 Billion Users",
   "published_at": "2026-05-20T14:57:36",
   "engine": "Google AI Overviews",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "AI Overviews, the AI-produced summaries that appear above traditional search results, now reaches 2.5 billion users a month.",
    "The Search Interface That Actually Changes",
    "| Platform | Scale | Agents | Generative UI | Free Tier |",
    "| Google AI Overviews | 2.5B monthly | No | No | Yes |"
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "AI Overviews, the AI-produced summaries that appear above traditional search results, now reaches 2.5 billion users a month.",
    "The Search Interface That Actually Changes",
    "| Platform | Scale | Agents | Generative UI | Free Tier |",
    "| Google AI Overviews | 2.5B monthly | No | No | Yes |"
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://awesomeagents.ai/news/google-search-ai-agents-io-2026",
   "title": "Google Search Gains AI Agents, Hits 1 Billion Users",
   "published_at": "2026-05-20T14:57:36",
   "engine": "ChatGPT Search",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "The Search Interface That Actually Changes",
    "| Platform | Scale | Agents | Generative UI | Free Tier |",
    "| ChatGPT Search | ~900M weekly | Limited | No | Yes (capped) |"
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "The Search Interface That Actually Changes",
    "| Platform | Scale | Agents | Generative UI | Free Tier |",
    "| ChatGPT Search | ~900M weekly | Limited | No | Yes (capped) |"
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://awesomeagents.ai/news/google-search-ai-agents-io-2026",
   "title": "Google Search Gains AI Agents, Hits 1 Billion Users",
   "published_at": "2026-05-20T14:57:36",
   "engine": "Perplexity",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "The Search Interface That Actually Changes",
    "| Platform | Scale | Agents | Generative UI | Free Tier |",
    "| Perplexity | Undisclosed | No | No | Freemium |"
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "The Search Interface That Actually Changes",
    "| Platform | Scale | Agents | Generative UI | Free Tier |",
    "| Perplexity | Undisclosed | No | No | Freemium |"
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://indibloghub.com/ai-tools/tools/perplexity-ai",
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    "In June 2024, former Xiaodu CEO Jing Kun and former Xiaodu CTO Zhu Kaihua co-founded the AI innovation product company MainFunc, launching its first AI Agent search product, Genspark, aiming to provide search services.",
    "Genspark is an AI Agent product launched by MainFunc, a company founded by former Xiaodu CEO Jing Kun and former Xiaodu CTO Zhu Kaihua."
   ],
   "launch_year_evidence": [
    "Its Beta version was launched in June 2024, initially positioned as an AI Agent engine, providing credible information by generating unbiased Sparkpages, primarily targeting the U.S. market with plans to explore a paid subscription model.",
    "Genspark is an AI Agent product launched by MainFunc, a company founded by former Xiaodu CEO Jing Kun and former Xiaodu CTO Zhu Kaihua."
   ],
   "status_evidence": [
    "On August 3, 2026, Genspark launched its new product, GenOffice.",
    "Genspark is an AI Agent product launched by MainFunc, a company founded by former Xiaodu CEO Jing Kun and former Xiaodu CTO Zhu Kaihua."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://customerimpact.be/en/blog/how-mistral-le-chat-chooses-sources",
   "title": "How Mistral Le Chat Chooses Its Sources",
   "published_at": "2026-01-15T00:00:00",
   "engine": "Mistral Le Chat",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "SEO & GEO",
    "How Mistral Le Chat Chooses Its Sources",
    "Mistral Le Chat chooses its sources along two separate tracks: a general web search that pulls current information from across the web, and a news-search function that draws on verified press agencies such as Agence France-Presse (AFP) and Associated Press (AP)."
   ],
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    "SEO & GEO",
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    "Mistral Le Chat chooses its sources along two separate tracks: a general web search that pulls current information from across the web, and a news-search function that draws on verified press agencies such as Agence France-Presse (AFP) and Associated Press (AP)."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://extpose.com/ext/aookogakccicaoigoofnnmeclkignpdk/en-GB",
   "title": "Neeva AI Search on Extpose",
   "published_at": "2023-03-30T06:18:02",
   "engine": "Neeva AI Search",
   "launch_year": null,
   "status": "discontinued",
   "region": null,
   "category": "AI search",
   "engine_evidence": [
    "# Neeva AI Search",
    "Description from extension meta",
    "AI powered, instant answers with citations"
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "# Neeva AI Search",
    "### Extension Delisted",
    "This extension is no longer available in the official store. Delisted on 2025-09-16."
   ],
   "region_evidence": null,
   "category_evidence": [
    "# Neeva AI Search",
    "Description from extension meta",
    "AI powered, instant answers with citations"
   ]
  },
  {
   "url": "https://officialairanking.com/rankings/2026-06-03-the-ai-search-engines-we-recommend",
   "title": "The AI Search Engines We Recommend \u2014 Official A.I Ranking",
   "published_at": "2026-06-03T00:00:00",
   "engine": "Perplexity Pro",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "The AI Search Engines We Recommend",
    "Perplexity Pro earns our top recommendation for daily research."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "The AI Search Engines We Recommend",
    "We evaluated five AI search engines a working researcher is likely to pay for in 2026: Perplexity, ChatGPT Search, Google AI Mode, Kagi, and You.com."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://officialairanking.com/rankings/2026-06-03-the-ai-search-engines-we-recommend",
   "title": "The AI Search Engines We Recommend \u2014 Official A.I Ranking",
   "published_at": "2026-06-03T00:00:00",
   "engine": "ChatGPT Search",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "The AI Search Engines We Recommend",
    "ChatGPT Search is the pick for anyone who wants analytical depth and Deep Research alongside the rest of the ChatGPT stack."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "The AI Search Engines We Recommend",
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   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://officialairanking.com/rankings/2026-06-03-the-ai-search-engines-we-recommend",
   "title": "The AI Search Engines We Recommend \u2014 Official A.I Ranking",
   "published_at": "2026-06-03T00:00:00",
   "engine": "Kagi",
   "launch_year": null,
   "status": "active",
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   "category": null,
   "engine_evidence": [
    "The AI Search Engines We Recommend",
    "Kagi is the choice when ad-free, customizable result quality matters more than a free tier."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
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    "We evaluated five AI search engines a working researcher is likely to pay for in 2026: Perplexity, ChatGPT Search, Google AI Mode, Kagi, and You.com."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://officialairanking.com/rankings/2026-06-03-the-ai-search-engines-we-recommend",
   "title": "The AI Search Engines We Recommend \u2014 Official A.I Ranking",
   "published_at": "2026-06-03T00:00:00",
   "engine": "Google AI Mode",
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   "status": "active",
   "region": null,
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    "The AI Search Engines We Recommend",
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   ],
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   "status_evidence": [
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    "We evaluated five AI search engines a working researcher is likely to pay for in 2026: Perplexity, ChatGPT Search, Google AI Mode, Kagi, and You.com."
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   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://officialairanking.com/rankings/2026-06-03-the-ai-search-engines-we-recommend",
   "title": "The AI Search Engines We Recommend \u2014 Official A.I Ranking",
   "published_at": "2026-06-03T00:00:00",
   "engine": "You.com",
   "launch_year": null,
   "status": "active",
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   "category": null,
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    "We evaluated five AI search engines a working researcher is likely to pay for in 2026: Perplexity, ChatGPT Search, Google AI Mode, Kagi, and You.com."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "The AI Search Engines We Recommend",
    "We evaluated five AI search engines a working researcher is likely to pay for in 2026: Perplexity, ChatGPT Search, Google AI Mode, Kagi, and You.com."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://searchenginejournal.com/google-brings-gemini-3-7-flash-to-ai-mode-in-search/585923",
   "title": "Google Brings Gemini 3.7 Flash To AI Mode In Search",
   "published_at": "2026-08-14T23:02:04",
   "engine": "AI Mode",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "# Google Brings Gemini 3.7 Flash To AI Mode In Search",
    "Google Brings Gemini 3.7 Flash To AI Mode In Search",
    "Google added Gemini 3.7 Flash as a selectable model in AI Mode."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "# Google Brings Gemini 3.7 Flash To AI Mode In Search",
    "Google Brings Gemini 3.7 Flash To AI Mode In Search",
    "It's live now for Google AI Pro and Ultra subscribers globally, in English."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://aitoolpick.org/alternatives/tavily",
   "title": "Best Tavily Alternatives in 2026",
   "published_at": null,
   "engine": "Perplexity AI",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": "AI search",
   "engine_evidence": [
    "# Best Tavily Alternatives",
    "## All Tavily Alternatives",
    "### Perplexity AI"
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": [
    "# Best Tavily Alternatives",
    "## All Tavily Alternatives",
    "AI-powered search engine with cited answers."
   ]
  },
  {
   "url": "https://aitoolpick.org/alternatives/tavily",
   "title": "Best Tavily Alternatives in 2026",
   "published_at": null,
   "engine": "You.com",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": "AI search",
   "engine_evidence": [
    "# Best Tavily Alternatives",
    "## All Tavily Alternatives",
    "![You.com icon](/icons/you-com.png)"
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": [
    "# Best Tavily Alternatives",
    "## All Tavily Alternatives",
    "AI-powered search engine with conversational interface, code generation, and multi-modal capabilities."
   ]
  },
  {
   "url": "https://aitoolpick.org/alternatives/tavily",
   "title": "Best Tavily Alternatives in 2026",
   "published_at": null,
   "engine": "Elicit",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": "AI research assistant",
   "engine_evidence": [
    "# Best Tavily Alternatives",
    "## All Tavily Alternatives",
    "![Elicit icon](/icons/elicit.png)"
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": [
    "# Best Tavily Alternatives",
    "## All Tavily Alternatives",
    "AI research assistant that finds, summarizes, and extracts data from academic papers."
   ]
  },
  {
   "url": "https://mainfunc.ai/blog/genspark_series_a_funding_and_ios_app",
   "title": "Announcing $100M Series A Funding and the First-Ever AI Search+Browser+Agents Super App!",
   "published_at": null,
   "engine": "Genspark",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": "AI Search",
   "engine_evidence": [
    "# Announcing $100M Series A Funding and the First-Ever AI Search+Browser+Agents Super App!",
    "Additionally, we're shipping the long-requested mobile app for Genspark after 52 internal iterations!"
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "# Announcing $100M Series A Funding and the First-Ever AI Search+Browser+Agents Super App!",
    "The iOS app we've shipped today isn't just the BEST AI Search app\u2014it's also a lightning-fast browser with built-in ad blocking, as well as a platform hosting powerful AI agents that can autonomously work for you!"
   ],
   "region_evidence": null,
   "category_evidence": [
    "# Announcing $100M Series A Funding and the First-Ever AI Search+Browser+Agents Super App!",
    "The iOS app we've shipped today isn't just the BEST AI Search app\u2014it's also a lightning-fast browser with built-in ad blocking, as well as a platform hosting powerful AI agents that can autonomously work for you!"
   ]
  },
  {
   "url": "https://libraryofllm.com/articles/case-study-perplexity",
   "title": "Case Study: Perplexity \u2014 The Answer Engine vs. Google",
   "published_at": "2026-04-06T00:00:00",
   "engine": "Perplexity",
   "launch_year": "2022",
   "status": "active",
   "region": null,
   "category": "answer engine",
   "engine_evidence": [
    "# Case Study: Perplexity \u2014 The Answer Engine vs. Google",
    "Perplexity is the case study for attacking an incumbent\u2019s core product with a fundamentally different architecture.",
    "Perplexity launched its answer engine exactly **one week after ChatGPT** \u2014 and chose to fight Google directly rather than build a chatbot."
   ],
   "launch_year_evidence": [
    "# Case Study: Perplexity \u2014 The Answer Engine vs. Google",
    "Perplexity is the case study for attacking an incumbent\u2019s core product with a fundamentally different architecture.",
    "Perplexity launched its answer engine exactly **one week after ChatGPT** \u2014 and chose to fight Google directly rather than build a chatbot.",
    "| Date | Event | Scale |",
    "| Dec 7, 2022 | Launch \u2014 one week after ChatGPT | Bird SQL + answer engine |"
   ],
   "status_evidence": [
    "# Case Study: Perplexity \u2014 The Answer Engine vs. Google",
    "Perplexity is the case study for attacking an incumbent\u2019s core product with a fundamentally different architecture.",
    "In 3 years: **$200M+ ARR, 45M MAU, $20B+ valuation, ~$1.7B raised**."
   ],
   "region_evidence": null,
   "category_evidence": [
    "# Case Study: Perplexity \u2014 The Answer Engine vs. Google",
    "Perplexity is the case study for attacking an incumbent\u2019s core product with a fundamentally different architecture.",
    "Perplexity launched its answer engine exactly **one week after ChatGPT** \u2014 and chose to fight Google directly rather than build a chatbot."
   ]
  },
  {
   "url": "https://finance.biggo.com/news/gvNplJwBTwP6zY3HwUyJ",
   "title": "Naver to Shut Down AI Experiment Services 'Clova X' and 'Cue:' in April, Shifts Focus to 'AI Agents'",
   "published_at": "2026-02-25T10:48:04",
   "engine": "Cue:",
   "launch_year": "2023",
   "status": "discontinued",
   "region": null,
   "category": null,
   "engine_evidence": [
    "# Naver to Shut Down AI Experiment Services 'Clova X' and 'Cue:' in April, Shifts Focus to 'AI Agents'",
    "South Korea's leading internet company, Naver, will terminate its experimental generative AI services, 'Clova X' and 'Cue:', on April 9.",
    "According to industry sources, Naver announced the shutdown of the conversational AI service 'Clova X' and the generative AI search service 'Cue:' via a notice on the 24th."
   ],
   "launch_year_evidence": [
    "# Naver to Shut Down AI Experiment Services 'Clova X' and 'Cue:' in April, Shifts Focus to 'AI Agents'",
    "Launched in 2023, the services conclude their nearly three-year run, marking a strategic pivot to integrate the accumulated technology and know-how into Naver's core offerings.",
    "**'Cue:'**, which began as a closed beta in September 2023, stopped accepting new user applications on March 2 and will terminate service on April 9."
   ],
   "status_evidence": [
    "# Naver to Shut Down AI Experiment Services 'Clova X' and 'Cue:' in April, Shifts Focus to 'AI Agents'",
    "South Korea's leading internet company, Naver, will terminate its experimental generative AI services, 'Clova X' and 'Cue:', on April 9.",
    "**'Cue:'**, which began as a closed beta in September 2023, stopped accepting new user applications on March 2 and will terminate service on April 9."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://briefia.fr/en/article/google-revolutionne-sa-recherche-en-france-avec-ai-overviews",
   "title": "Google Revolutionizes Its Search in France with AI Overviews",
   "published_at": "2026-07-22T05:00:00",
   "engine": "Google Search",
   "launch_year": "2026",
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "Google Revolutionizes Its Search in France with AI Overviews",
    "To set the stage, Robby Stein reminds us that Google Search has pursued the same goal for **25 years**, namely to allow users to ask any question and receive a useful answer effortlessly.",
    "# Google Revolutionizes Its Search in France with AI Overviews",
    "Google Revolutionizes Search in France with AI Overviews"
   ],
   "launch_year_evidence": [
    "Google is launching **AI Overviews** and **AI Mode** in France this Wednesday, two years after their global debut.",
    "For Google, as well as for publishers, media, and obviously for users, this Wednesday, July 22, 2026, marks a historic day in France.",
    "# Google Revolutionizes Its Search in France with AI Overviews",
    "Google Revolutionizes Search in France with AI Overviews"
   ],
   "status_evidence": [
    "Globally, the tool is already operational in over **120 countries**, but France, which has done everything to delay its arrival, is discovering it for the first time.",
    "# Google Revolutionizes Its Search in France with AI Overviews",
    "Google Revolutionizes Search in France with AI Overviews"
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://hlido.eu/compare/perplexity-vs-you-com-search",
   "title": "Perplexity vs You.com Search \u2014 Hlido comparison",
   "published_at": "2026-06-11T00:00:00",
   "engine": "Perplexity",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "Perplexity vs You.com Search",
    "## Perplexity",
    "AI-powered answer engine with cited sources."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "Perplexity vs You.com Search",
    "## Perplexity",
    "53 /100 Laddoo FADING"
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://hlido.eu/compare/perplexity-vs-you-com-search",
   "title": "Perplexity vs You.com Search \u2014 Hlido comparison",
   "published_at": "2026-06-11T00:00:00",
   "engine": "You.com Search",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "Perplexity vs You.com Search",
    "## You.com Search",
    "Public-surface review of You.com Search"
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "Perplexity vs You.com Search",
    "## You.com Search",
    "40 /100 Laddoo FADING"
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://venturebeat.com/technology/how-a-vibe-working-approach-at-genspark-tripled-arr-growth-and-supported-a-barrage-of-new-products-and-features-in-just-weeks",
   "title": "How a \u2018vibe working\u2019 approach at Genspark tripled ARR growth and supported a barrage of new products and features in just weeks",
   "published_at": "2025-08-06T19:41:34",
   "engine": "Genspark",
   "launch_year": "2024",
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "Aggressive rollouts, stoking competition"
   ],
   "launch_year_evidence": [
    "Aggressive rollouts, stoking competition"
   ],
   "status_evidence": [
    "Aggressive rollouts, stoking competition",
    "The company has aggressively added more and more features over the last four months; here\u2019s a rundown of its rollouts and milestones:"
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://unstore.io/discover/best-deepseek-alternatives",
   "title": "Best DeepSeek alternatives in 2026 (we compared 7 AI chat apps)",
   "published_at": "2026-05-14T00:01:43",
   "engine": "Perplexity",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "If those concerns matter for the work you do, here are seven **DeepSeek alternatives** that keep the strong reasoning and free-tier quality while giving you a clearer story on where prompts go.",
    "Quick comparison",
    "| App | Best for | Free plan | Hosting | Notable strength |",
    "| Perplexity | Source-cited answers | Yes | US | Deep Research bibliography |",
    "Perplexity, best for source-cited answers",
    "Perplexity treats the model as a research interface rather than a chat partner."
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://serchai.com/en/reviews/arc-search",
   "title": "Arc Search: reviews and analysis | Serchai",
   "published_at": "2026-08-16T00:00:00",
   "engine": "Arc Search",
   "launch_year": "2024",
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "Arc Search: reviews and analysis",
    "Arc Search is a free mobile browser from The Browser Company, now an Atlassian subsidiary, that blocks ads and trackers by default and adds Browse for Me, a feature that opens several real pages and builds an answer with the sources cited alongside it."
   ],
   "launch_year_evidence": [
    "Arc Search: reviews and analysis",
    "It launched in January 2024 as the pocket sibling of the desktop Arc browser, but since the company moved its development focus to Dia, its new desktop browser, Arc Search has ended up being the product that stays alive and keeps shipping occasional updates while the desktop side changes direction."
   ],
   "status_evidence": [
    "Arc Search: reviews and analysis",
    "First sweep of Arc Search. The app is still alive and updated (version 1.48.0, released 12 August 2026, four days before this sweep) even though The Browser Company has shifted its public focus to Dia, its desktop browser."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://useluminix.com/reports/company-overviews/understanding-aravind-srinivas-s-perplexity-thesis-how-he-plans-to-beat-google/source/1",
   "title": "Research what Perplexity's Comet browser is (announced features, beta timeline, confirmed partnerships, pub...",
   "published_at": "2026-05-05T22:58:06",
   "engine": "Comet",
   "launch_year": "2025",
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "# Research what Perplexity's Comet browser is\u2026\n\nFull research prompt\nResearch what Perplexity's Comet browser is (announced features, beta timeline, confirmed partnerships, public demos), how it positions against Arc/Dia/ChatGPT Atlas/Chrome, what Aravind has said publicly about the OEM/distribution playbook and bypassing Google's default-search lock-in, and what privacy/trust framing Perplexity uses in its go-to-market.",
    "Perplexity's Comet is a Chromium-based, AI-native web browser that embeds the company's search engine and agentic AI assistant as the default experience, transforming passive tab navigation into proactive, context-aware workflows where the AI maintains session-long memory of open pages, user queries, and intent to execute multi-step tasks like form-filling, email drafting, or cross-site comparisons without manual switching."
   ],
   "launch_year_evidence": [
    "# Research what Perplexity's Comet browser is\u2026\n\nFull research prompt\nResearch what Perplexity's Comet browser is (announced features, beta timeline, confirmed partnerships, public demos), how it positions against Arc/Dia/ChatGPT Atlas/Chrome, what Aravind has said publicly about the OEM/distribution playbook and bypassing Google's default-search lock-in, and what privacy/trust framing Perplexity uses in its go-to-market.",
    "Free global release October 2, 2025 (Mac/Windows), Android November 20, 2025, iOS March 18, 2026; now downloadable without waitlist, with Enterprise edition (CrowdStrike-integrated) and mobile features like voice mode."
   ],
   "status_evidence": [
    "# Research what Perplexity's Comet browser is\u2026\n\nFull research prompt\nResearch what Perplexity's Comet browser is (announced features, beta timeline, confirmed partnerships, public demos), how it positions against Arc/Dia/ChatGPT Atlas/Chrome, what Aravind has said publicly about the OEM/distribution playbook and bypassing Google's default-search lock-in, and what privacy/trust framing Perplexity uses in its go-to-market.",
    "Free global release October 2, 2025 (Mac/Windows), Android November 20, 2025, iOS March 18, 2026; now downloadable without waitlist, with Enterprise edition (CrowdStrike-integrated) and mobile features like voice mode."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://product.ferryman.app/en/articles/2026-06-21-kagi-search",
   "title": "Who Pays $10 a Month for Search? Kagi and the Logic of Paid Search | AI Product Scout",
   "published_at": "2026-06-21T00:00:00",
   "engine": "Kagi Search",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": "AI Search",
   "engine_evidence": [
    "Kagi Search",
    "Who Pays $10 a Month for Search? Kagi and the Logic of Paid Search",
    "Kagi Search is a counterexample in a market dominated by free, ad-supported search."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "Kagi Search",
    "Who Pays $10 a Month for Search? Kagi and the Logic of Paid Search",
    "Kagi Search, a bootstrapped paid search engine, ranked in the top 10 of AICPB\u2019s AI Search category in April 2026."
   ],
   "region_evidence": null,
   "category_evidence": [
    "Kagi Search",
    "Who Pays $10 a Month for Search? Kagi and the Logic of Paid Search",
    "Kagi Search, a bootstrapped paid search engine, ranked in the top 10 of AICPB\u2019s AI Search category in April 2026."
   ]
  },
  {
   "url": "https://marcodiversi.com/blog/best-search-engines",
   "title": "The Best Search Engines in 2026: Classic, Private & AI Compared",
   "published_at": "2026-07-18T00:00:00",
   "engine": "Perplexity",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "# The Best Search Engines in 2026: Classic, Private & AI Compared",
    "The best search engine in 2026 depends on what you want: Google is still the most capable all-rounder, Brave and DuckDuckGo are the best private options, and Perplexity and ChatGPT Search are the best of the new \u201cAI answer engines\u201d for research and reasoning.",
    "| Perplexity | AI | Research + fact-checking | Account-based | AI answer engine |",
    "| Engine | Type | Best for | Privacy | Index |"
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://marcodiversi.com/blog/best-search-engines",
   "title": "The Best Search Engines in 2026: Classic, Private & AI Compared",
   "published_at": "2026-07-18T00:00:00",
   "engine": "ChatGPT Search",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "# The Best Search Engines in 2026: Classic, Private & AI Compared",
    "The best search engine in 2026 depends on what you want: Google is still the most capable all-rounder, Brave and DuckDuckGo are the best private options, and Perplexity and ChatGPT Search are the best of the new \u201cAI answer engines\u201d for research and reasoning.",
    "| ChatGPT Search | AI | Reasoning, writing, tasks | Account-based | AI answer engine |",
    "| Engine | Type | Best for | Privacy | Index |"
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://winbuzzer.com/2026/05/24/googles-ai-search-shift-gives-rivals-a-clearer-pitch-xcxwbn",
   "title": "Google\u2019s AI Search Shift Towards Agents Gives Rivals a Clearer Pitch",
   "published_at": "2026-05-24T16:31:40",
   "engine": "Copilot Search",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "Google\u2019s AI Search Shift Towards Agents Gives Rivals a Clearer Pitch",
    "[Copilot Search in Bing](https://www.microsoft.com/en-us/bing/copilot-search) uses summarized answers, cited sources, and follow-up discovery, putting Microsoft\u2019s product on the AI-forward side of the market."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "Google\u2019s AI Search Shift Towards Agents Gives Rivals a Clearer Pitch",
    "[Copilot Search in Bing](https://www.microsoft.com/en-us/bing/copilot-search) uses summarized answers, cited sources, and follow-up discovery, putting Microsoft\u2019s product on the AI-forward side of the market."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://winbuzzer.com/2026/05/24/googles-ai-search-shift-gives-rivals-a-clearer-pitch-xcxwbn",
   "title": "Google\u2019s AI Search Shift Towards Agents Gives Rivals a Clearer Pitch",
   "published_at": "2026-05-24T16:31:40",
   "engine": "DuckDuckGo AI search",
   "launch_year": "2025",
   "status": "active",
   "region": null,
   "category": "AI search",
   "engine_evidence": [
    "Google\u2019s AI Search Shift Towards Agents Gives Rivals a Clearer Pitch",
    "DuckDuckGo had already framed privacy as a differentiator in its earlier [privacy-first AI search launch](https://winbuzzer.com/2025/03/06/duckduckgo-launches-ai-search-and-chatbot-while-keeping-privacy-intact-xcxwbn/)."
   ],
   "launch_year_evidence": [
    "Google\u2019s AI Search Shift Towards Agents Gives Rivals a Clearer Pitch",
    "DuckDuckGo had already framed privacy as a differentiator in its earlier [privacy-first AI search launch](https://winbuzzer.com/2025/03/06/duckduckgo-launches-ai-search-and-chatbot-while-keeping-privacy-intact-xcxwbn/)."
   ],
   "status_evidence": [
    "Google\u2019s AI Search Shift Towards Agents Gives Rivals a Clearer Pitch",
    "DuckDuckGo had already framed privacy as a differentiator in its earlier [privacy-first AI search launch](https://winbuzzer.com/2025/03/06/duckduckgo-launches-ai-search-and-chatbot-while-keeping-privacy-intact-xcxwbn/)."
   ],
   "region_evidence": null,
   "category_evidence": [
    "Google\u2019s AI Search Shift Towards Agents Gives Rivals a Clearer Pitch",
    "DuckDuckGo had already framed privacy as a differentiator in its earlier [privacy-first AI search launch](https://winbuzzer.com/2025/03/06/duckduckgo-launches-ai-search-and-chatbot-while-keeping-privacy-intact-xcxwbn/)."
   ]
  },
  {
   "url": "https://winbuzzer.com/2026/05/24/googles-ai-search-shift-gives-rivals-a-clearer-pitch-xcxwbn",
   "title": "Google\u2019s AI Search Shift Towards Agents Gives Rivals a Clearer Pitch",
   "published_at": "2026-05-24T16:31:40",
   "engine": "Perplexity",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": "AI-native answer engines",
   "engine_evidence": [
    "Google\u2019s AI Search Shift Towards Agents Gives Rivals a Clearer Pitch"
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "Google\u2019s AI Search Shift Towards Agents Gives Rivals a Clearer Pitch"
   ],
   "region_evidence": null,
   "category_evidence": [
    "Google\u2019s AI Search Shift Towards Agents Gives Rivals a Clearer Pitch",
    "AI-native answer engines complicate the market from the opposite direction."
   ]
  },
  {
   "url": "https://winbuzzer.com/2026/05/24/googles-ai-search-shift-gives-rivals-a-clearer-pitch-xcxwbn",
   "title": "Google\u2019s AI Search Shift Towards Agents Gives Rivals a Clearer Pitch",
   "published_at": "2026-05-24T16:31:40",
   "engine": "ChatGPT Search",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": "AI-native answer engines",
   "engine_evidence": [
    "Google\u2019s AI Search Shift Towards Agents Gives Rivals a Clearer Pitch"
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "Google\u2019s AI Search Shift Towards Agents Gives Rivals a Clearer Pitch"
   ],
   "region_evidence": null,
   "category_evidence": [
    "Google\u2019s AI Search Shift Towards Agents Gives Rivals a Clearer Pitch",
    "AI-native answer engines complicate the market from the opposite direction."
   ]
  },
  {
   "url": "https://kagi.com/welcome/assistant",
   "title": "Kagi Search - A Premium Search Engine",
   "published_at": null,
   "engine": "FastGPT",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "# Liberate your search",
    "### FastGPT",
    "When you need answers NOW."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "# Liberate your search",
    "### FastGPT",
    "When you need answers NOW."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://github.com/felladrin/awesome-ai-web-search",
   "title": "GitHub - felladrin/awesome-ai-web-search: List of software that allows searching the web with the assistance of AI: https://hf.co/spaces/felladrin/awesome-ai-web-search",
   "published_at": null,
   "engine": "Poe Web-Search",
   "launch_year": "2023",
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "# AI Web Search",
    "A curated list of AI-powered web search software, focusing on the intersection of Large Language Models (LLMs) and web search capabilities.",
    "## Closed Source",
    "| Launch Date | Software |",
    "| [2023-12-27](https://www.linkedin.com/feed/update/urn:li:activity:7113212433074135040/) | [Poe Web-Search](https://poe.com/Web-Search) |"
   ],
   "launch_year_evidence": [
    "# AI Web Search",
    "A curated list of AI-powered web search software, focusing on the intersection of Large Language Models (LLMs) and web search capabilities.",
    "## Closed Source",
    "| Launch Date | Software |",
    "| [2023-12-27](https://www.linkedin.com/feed/update/urn:li:activity:7113212433074135040/) | [Poe Web-Search](https://poe.com/Web-Search) |"
   ],
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://github.com/felladrin/awesome-ai-web-search",
   "title": "GitHub - felladrin/awesome-ai-web-search: List of software that allows searching the web with the assistance of AI: https://hf.co/spaces/felladrin/awesome-ai-web-search",
   "published_at": null,
   "engine": "Yahoo Scout",
   "launch_year": "2026",
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "# AI Web Search",
    "A curated list of AI-powered web search software, focusing on the intersection of Large Language Models (LLMs) and web search capabilities.",
    "## Closed Source",
    "| Launch Date | Software |",
    "| [2026-01-27](https://www.yahooinc.com/press/introducing-yahoo-scout-a-new-ai-answer-engine) | [Yahoo Scout](https://scout.yahoo.com/) |"
   ],
   "launch_year_evidence": [
    "# AI Web Search",
    "A curated list of AI-powered web search software, focusing on the intersection of Large Language Models (LLMs) and web search capabilities.",
    "## Closed Source",
    "| Launch Date | Software |",
    "| [2026-01-27](https://www.yahooinc.com/press/introducing-yahoo-scout-a-new-ai-answer-engine) | [Yahoo Scout](https://scout.yahoo.com/) |"
   ],
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://aitoolsatlas.ai/tools/arc-search/free-vs-paid",
   "title": "Arc Search Free vs Paid Plans Compared [2026] (arc search free vs paid) | aitoolsatlas.ai",
   "published_at": null,
   "engine": "Arc Search",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": "AI search",
   "engine_evidence": [
    "Arc Search Is Completely Free \u2014 Here's What You Get",
    "**Arc Search is completely free** with 6 features included."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "Arc Search Is Completely Free \u2014 Here's What You Get",
    "Arc Search still works today, but its long-term future is uncertain."
   ],
   "region_evidence": null,
   "category_evidence": [
    "Arc Search Is Completely Free \u2014 Here's What You Get",
    "If you want a free, well-designed AI-powered mobile browser right now, Arc Search still works well and costs nothing."
   ]
  },
  {
   "url": "https://geo.wiki/ai-search-timeline",
   "title": "AI Search Timeline (2022\u2013present)",
   "published_at": "2026-05-26T00:00:00",
   "engine": "ChatGPT Search",
   "launch_year": "2024",
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "AI Search Timeline (2022\u2013present)",
    "3. The Shock \u2014 Nov 2022 to Feb 2023",
    "| **2022-11-30** | **[ChatGPT public launch](https://openai.com/index/chatgpt/)** | OpenAI | First consumer-grade synthesized answers; the surface AI search would optimize for is now real |",
    "| 2024-10-31 | [ChatGPT Search GA](https://openai.com/index/introducing-chatgpt-search/) \u2014 ChatGPT becomes a *search* product, not just a chatbot ([TechCrunch](https://techcrunch.com/2024/10/31/openai-launches-its-google-challenger-chatgpt-search/)) | OpenAI | A second mainstream AI-search surface, with its own grounding / citation logic |"
   ],
   "launch_year_evidence": [
    "AI Search Timeline (2022\u2013present)",
    "3. The Shock \u2014 Nov 2022 to Feb 2023",
    "| 2024-10-31 | [ChatGPT Search GA](https://openai.com/index/introducing-chatgpt-search/) \u2014 ChatGPT becomes a *search* product, not just a chatbot ([TechCrunch](https://techcrunch.com/2024/10/31/openai-launches-its-google-challenger-chatgpt-search/)) | OpenAI | A second mainstream AI-search surface, with its own grounding / citation logic |"
   ],
   "status_evidence": [
    "AI Search Timeline (2022\u2013present)",
    "6. Stabilization \u2014 2025 to present (May 2026)",
    "Multiple stable engines, agentic browsers, mature measurement tooling, the first peer-reviewed counter-evidence on GEO tactics, and the first scale traffic-shift studies."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://geo.wiki/ai-search-timeline",
   "title": "AI Search Timeline (2022\u2013present)",
   "published_at": "2026-05-26T00:00:00",
   "engine": "Bing Chat / Copilot",
   "launch_year": "2023",
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "AI Search Timeline (2022\u2013present)",
    "3. The Shock \u2014 Nov 2022 to Feb 2023",
    "| 2023-02-07 | [Bing Chat launch](https://blogs.microsoft.com/blog/2023/02/07/reinventing-search-with-a-new-ai-powered-microsoft-bing-and-edge-your-copilot-for-the-web/) \u2014 \u201cthe new Bing\u201d with AI chat in the search box | Microsoft | First AI-answer integration *inside* a major search engine |"
   ],
   "launch_year_evidence": [
    "AI Search Timeline (2022\u2013present)",
    "3. The Shock \u2014 Nov 2022 to Feb 2023",
    "| 2023-02-07 | [Bing Chat launch](https://blogs.microsoft.com/blog/2023/02/07/reinventing-search-with-a-new-ai-powered-microsoft-bing-and-edge-your-copilot-for-the-web/) \u2014 \u201cthe new Bing\u201d with AI chat in the search box | Microsoft | First AI-answer integration *inside* a major search engine |"
   ],
   "status_evidence": [
    "AI Search Timeline (2022\u2013present)",
    "6. Stabilization \u2014 2025 to present (May 2026)",
    "Multiple stable engines, agentic browsers, mature measurement tooling, the first peer-reviewed counter-evidence on GEO tactics, and the first scale traffic-shift studies."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://geo.wiki/ai-search-timeline",
   "title": "AI Search Timeline (2022\u2013present)",
   "published_at": "2026-05-26T00:00:00",
   "engine": "Google AI Overviews",
   "launch_year": "2024",
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "AI Search Timeline (2022\u2013present)",
    "5. Mainstream \u2014 May 2024 to Dec 2024",
    "| **2024-05-14** | **[Google AI Overviews general rollout at I/O \u201824](https://blog.google/products-and-platforms/products/search/generative-ai-google-search-may-2024/)** \u2014 SGE \u2192 AI Overviews rename, default for hundreds of millions of US searchers, 1B+ users by year-end | Google | **The single largest inflection in the entire timeline \u2014 AI answers become the default surface** |"
   ],
   "launch_year_evidence": [
    "AI Search Timeline (2022\u2013present)",
    "5. Mainstream \u2014 May 2024 to Dec 2024",
    "| **2024-05-14** | **[Google AI Overviews general rollout at I/O \u201824](https://blog.google/products-and-platforms/products/search/generative-ai-google-search-may-2024/)** \u2014 SGE \u2192 AI Overviews rename, default for hundreds of millions of US searchers, 1B+ users by year-end | Google | **The single largest inflection in the entire timeline \u2014 AI answers become the default surface** |"
   ],
   "status_evidence": [
    "AI Search Timeline (2022\u2013present)",
    "6. Stabilization \u2014 2025 to present (May 2026)",
    "Multiple stable engines, agentic browsers, mature measurement tooling, the first peer-reviewed counter-evidence on GEO tactics, and the first scale traffic-shift studies."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://geo.wiki/ai-search-timeline",
   "title": "AI Search Timeline (2022\u2013present)",
   "published_at": "2026-05-26T00:00:00",
   "engine": "Perplexity",
   "launch_year": "2022",
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "AI Search Timeline (2022\u2013present)",
    "4. Fragmentation \u2014 Feb 2023 to Apr 2024",
    "| 2023-03-28 | [Perplexity Series A + iOS app](https://www.perplexity.ai/hub/blog/announcing-our-series-a-funding-round-and-mobile-app-launch) \u2014 $25.6M, NEA-led, ~2M MAU | Perplexity | The retrieval-native chatbot starts to scale |"
   ],
   "launch_year_evidence": [
    "AI Search Timeline (2022\u2013present)",
    "2. Pre-history (\u2264 Oct 2022) \u2014 what \u201cbefore\u201d looked like",
    "| 2022-08 | Perplexity AI founded | Perplexity | The retrieval-augmented chat *interface*, before mainstream awareness |"
   ],
   "status_evidence": [
    "AI Search Timeline (2022\u2013present)",
    "6. Stabilization \u2014 2025 to present (May 2026)",
    "Multiple stable engines, agentic browsers, mature measurement tooling, the first peer-reviewed counter-evidence on GEO tactics, and the first scale traffic-shift studies."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://geo.wiki/ai-search-timeline",
   "title": "AI Search Timeline (2022\u2013present)",
   "published_at": "2026-05-26T00:00:00",
   "engine": "Claude",
   "launch_year": "2023",
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "AI Search Timeline (2022\u2013present)",
    "4. Fragmentation \u2014 Feb 2023 to Apr 2024",
    "| 2023-07-11 | [Claude 2 + public claude.ai](https://www.anthropic.com/news/claude-2) \u2014 100K-token context, first public Claude chat surface | Anthropic | Anthropic becomes a consumer surface, not just an API |"
   ],
   "launch_year_evidence": [
    "AI Search Timeline (2022\u2013present)",
    "4. Fragmentation \u2014 Feb 2023 to Apr 2024",
    "| 2023-07-11 | [Claude 2 + public claude.ai](https://www.anthropic.com/news/claude-2) \u2014 100K-token context, first public Claude chat surface | Anthropic | Anthropic becomes a consumer surface, not just an API |"
   ],
   "status_evidence": [
    "AI Search Timeline (2022\u2013present)",
    "6. Stabilization \u2014 2025 to present (May 2026)",
    "Multiple stable engines, agentic browsers, mature measurement tooling, the first peer-reviewed counter-evidence on GEO tactics, and the first scale traffic-shift studies."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://dealdigital.com/ai-search-optimization-how-businesses-get-found-when-customers-ask-chatgpt-claude-and-google-ai",
   "title": "AI Search Optimization: How Businesses Get Found When Customers Ask ChatGPT, Claude and Google AI",
   "published_at": "2026-07-07T18:01:55",
   "engine": "ChatGPT Search",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "AI search is changing discovery from a list of links into a source-backed answer.",
    "The major answer platforms are built around sources.",
    "[OpenAI's ChatGPT Search help page](https://help.openai.com/en/articles/9237897-chatgpt-search) explains that ChatGPT can search the web and provide timely answers with links to sources."
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://dealdigital.com/ai-search-optimization-how-businesses-get-found-when-customers-ask-chatgpt-claude-and-google-ai",
   "title": "AI Search Optimization: How Businesses Get Found When Customers Ask ChatGPT, Claude and Google AI",
   "published_at": "2026-07-07T18:01:55",
   "engine": "Claude",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "AI search is changing discovery from a list of links into a source-backed answer.",
    "The major answer platforms are built around sources.",
    "[Anthropic's Claude web search announcement](https://claude.com/blog/web-search) says Claude can search the web and provide direct citations."
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://dealdigital.com/ai-search-optimization-how-businesses-get-found-when-customers-ask-chatgpt-claude-and-google-ai",
   "title": "AI Search Optimization: How Businesses Get Found When Customers Ask ChatGPT, Claude and Google AI",
   "published_at": "2026-07-07T18:01:55",
   "engine": "Microsoft Copilot",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "AI search is changing discovery from a list of links into a source-backed answer.",
    "The major answer platforms are built around sources.",
    "[Microsoft's Copilot Search page](https://www.microsoft.com/en-us/bing/copilot-search) says Copilot Search compiles information from the web with cited sources."
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://dealdigital.com/ai-search-optimization-how-businesses-get-found-when-customers-ask-chatgpt-claude-and-google-ai",
   "title": "AI Search Optimization: How Businesses Get Found When Customers Ask ChatGPT, Claude and Google AI",
   "published_at": "2026-07-07T18:01:55",
   "engine": "Perplexity",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "AI search is changing discovery from a list of links into a source-backed answer.",
    "The major answer platforms are built around sources.",
    "[Perplexity's help center](https://www.perplexity.ai/help-center/en/articles/10352155-what-is-perplexity) describes an AI-powered search engine that gives conversational answers backed by citations and original-source links."
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://dealdigital.com/ai-search-optimization-how-businesses-get-found-when-customers-ask-chatgpt-claude-and-google-ai",
   "title": "AI Search Optimization: How Businesses Get Found When Customers Ask ChatGPT, Claude and Google AI",
   "published_at": "2026-07-07T18:01:55",
   "engine": "Google AI Mode",
   "launch_year": "2025",
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "AI search is changing discovery from a list of links into a source-backed answer.",
    "The move is measurable.",
    "Google is also pushing search deeper into AI: in May 2026, Google described a new era for AI Search and said AI Mode had surpassed one billion monthly users one year after launch."
   ],
   "launch_year_evidence": [
    "AI search is changing discovery from a list of links into a source-backed answer.",
    "The move is measurable.",
    "Google is also pushing search deeper into AI: in May 2026, Google described a new era for AI Search and said AI Mode had surpassed one billion monthly users one year after launch."
   ],
   "status_evidence": [
    "AI search is changing discovery from a list of links into a source-backed answer.",
    "The move is measurable.",
    "Google is also pushing search deeper into AI: in May 2026, Google described a new era for AI Search and said AI Mode had surpassed one billion monthly users one year after launch."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://perplexityaimagazine.com/perplexity-hub/perplexity-vs-you-com-ai-search-comparison-2026",
   "title": "Perplexity vs You.com: Best AI Search Fit",
   "published_at": "2026-07-02T10:40:00",
   "engine": "Perplexity",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "Perplexity vs You.com is best understood as a choice between a fast cited answer engine and a broader AI workbench, and the tension matters in 2026 because Gartner expects traditional search volume to fall 25 percent as answer engines absorb more queries.",
    "## Executive Summary",
    "Perplexity vs You.com: The Practical Verdict"
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "Perplexity vs You.com is best understood as a choice between a fast cited answer engine and a broader AI workbench, and the tension matters in 2026 because Gartner expects traditional search volume to fall 25 percent as answer engines absorb more queries.",
    "## Executive Summary",
    "Perplexity vs You.com: The Practical Verdict"
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://perplexityaimagazine.com/perplexity-hub/perplexity-vs-you-com-ai-search-comparison-2026",
   "title": "Perplexity vs You.com: Best AI Search Fit",
   "published_at": "2026-07-02T10:40:00",
   "engine": "You.com",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "Perplexity vs You.com is best understood as a choice between a fast cited answer engine and a broader AI workbench, and the tension matters in 2026 because Gartner expects traditional search volume to fall 25 percent as answer engines absorb more queries.",
    "## Executive Summary",
    "Perplexity vs You.com: The Practical Verdict"
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "Perplexity vs You.com is best understood as a choice between a fast cited answer engine and a broader AI workbench, and the tension matters in 2026 because Gartner expects traditional search volume to fall 25 percent as answer engines absorb more queries.",
    "## Executive Summary",
    "Perplexity vs You.com: The Practical Verdict"
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://felo.ai/blog/felo-ai-search-vs-genspark-Comparison-alternative",
   "title": "Felo AI Search vs. GenSpark: Comparison & Alternative",
   "published_at": "2024-09-27T07:42:34",
   "engine": "Felo AI Search",
   "launch_year": "2024",
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "# Felo AI Search vs. GenSpark: Comparison & Alternative",
    "Compares two innovative AI-powered search engines: Felo AI Search and GenSpark.",
    "Founded in 2024, this AI-powered research and conversational search engine has quickly gained traction for its ability to transcend language barriers."
   ],
   "launch_year_evidence": [
    "Founded in 2024, this AI-powered research and conversational search engine has quickly gained traction for its ability to transcend language barriers.",
    "# Felo AI Search vs. GenSpark: Comparison & Alternative",
    "| Founded | 2024 | Not specified |"
   ],
   "status_evidence": [
    "# Felo AI Search vs. GenSpark: Comparison & Alternative",
    "Compares two innovative AI-powered search engines: Felo AI Search and GenSpark."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://felo.ai/blog/felo-ai-search-vs-genspark-Comparison-alternative",
   "title": "Felo AI Search vs. GenSpark: Comparison & Alternative",
   "published_at": "2024-09-27T07:42:34",
   "engine": "GenSpark",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "# Felo AI Search vs. GenSpark: Comparison & Alternative",
    "Compares two innovative AI-powered search engines: Felo AI Search and GenSpark.",
    "GenSpark, developed by Mainfunc Inc., is another player in the AI search engine market."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "# Felo AI Search vs. GenSpark: Comparison & Alternative",
    "Compares two innovative AI-powered search engines: Felo AI Search and GenSpark."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://docs.mistral.ai/le-chat/research-analysis/open-url",
   "title": "Open URL | Mistral Docs",
   "published_at": null,
   "engine": "Web search",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "# Open URL",
    "- **[Web search](/le-chat/research-analysis/web-search)**: find and use current information from across the web."
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://docs.mistral.ai/le-chat/research-analysis/open-url",
   "title": "Open URL | Mistral Docs",
   "published_at": null,
   "engine": "Deep Research",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "# Open URL",
    "- **[Deep Research](/le-chat/research-analysis/deep-research)**: automated multi-source research with structured reports."
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://pikaseo.com/articles/meta-ai-mode-facebook-search-2026",
   "title": "Meta AI Mode Turns Facebook Into a Search Engine \u2014 What SEOs Do Now (2026)",
   "published_at": "2026-07-10T00:00:00",
   "engine": "Meta AI Mode",
   "launch_year": "2026",
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "Meta AI Mode Just Turned Facebook Into a Search Engine",
    "On June 15, 2026, Meta rolled out **Meta AI Mode** inside the Facebook search bar \u2014 a conversational experience that, instead of returning ten blue links, synthesizes an answer grounded in what people are saying publicly across Meta's apps."
   ],
   "launch_year_evidence": [
    "Meta AI Mode Just Turned Facebook Into a Search Engine",
    "- Meta AI Mode (launched June 15, 2026) turns Facebook search into a conversational answer engine that synthesizes responses from public posts, Groups, comments, Reels, and Marketplace listings \u2014 not from indexed web pages."
   ],
   "status_evidence": [
    "Meta AI Mode Just Turned Facebook Into a Search Engine",
    "It is live globally on Android and iOS, and it is expanding across Instagram and WhatsApp."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://seroundtable.com/tag/search",
   "title": "Tag: search :: Search Engine Roundtable",
   "published_at": null,
   "engine": "Bing Multi-Turn Search",
   "launch_year": "2026",
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "# Tag: search",
    "## Most Recent Entries",
    "## [ Bing Multi-Turn Search Rolls Out Worldwide ](https://www.seroundtable.com/bing-multi-turn-search-worldwide-40861.html)"
   ],
   "launch_year_evidence": [
    "# Tag: search",
    "## Most Recent Entries",
    "Feb 3, 2026 - 7:41 am [** 0 ](https://www.seroundtable.com/bing-multi-turn-search-worldwide-40861.html#comments) \u2014 by [ Barry Schwartz ](https://www.seroundtable.com/author/barry-schwartz/2.html)"
   ],
   "status_evidence": [
    "# Tag: search",
    "## Most Recent Entries",
    "## [ Bing Multi-Turn Search Rolls Out Worldwide ](https://www.seroundtable.com/bing-multi-turn-search-worldwide-40861.html)"
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://seroundtable.com/tag/search",
   "title": "Tag: search :: Search Engine Roundtable",
   "published_at": null,
   "engine": "ChatGPT Search",
   "launch_year": "2025",
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "# Tag: search",
    "## Most Recent Entries",
    "## [ ChatGPT Search Gains Shopping Search Features (Not Ads) & More ](https://www.seroundtable.com/chatgpt-gains-shopping-search-features-39324.html)"
   ],
   "launch_year_evidence": [
    "# Tag: search",
    "## Most Recent Entries",
    "Apr 29, 2025"
   ],
   "status_evidence": [
    "# Tag: search",
    "## Most Recent Entries",
    "## [ ChatGPT Search Gains Shopping Search Features (Not Ads) & More ](https://www.seroundtable.com/chatgpt-gains-shopping-search-features-39324.html)"
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://seroundtable.com/tag/search",
   "title": "Tag: search :: Search Engine Roundtable",
   "published_at": null,
   "engine": "Copilot Search",
   "launch_year": "2025",
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "# Tag: search",
    "## Most Recent Entries",
    "## [ Microsoft Bing Copilot Search Now Live ](https://www.seroundtable.com/microsoft-rolls-out-bing-copilot-search-39164.html)"
   ],
   "launch_year_evidence": [
    "# Tag: search",
    "## Most Recent Entries",
    "Apr 2, 2025"
   ],
   "status_evidence": [
    "# Tag: search",
    "## Most Recent Entries",
    "## [ Microsoft Bing Copilot Search Now Live ](https://www.seroundtable.com/microsoft-rolls-out-bing-copilot-search-39164.html)"
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://unstore.io/discover/best-kagi-alternatives-desktop",
   "title": "Best Kagi alternatives for desktop in 2026 (we tested 7)",
   "published_at": "2026-06-23T00:00:00",
   "engine": "You.com",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": "Conversational AI search",
   "engine_evidence": [
    "Best Kagi alternatives for desktop in 2026 (we tested 7)",
    "Quick comparison",
    "| You.com | Conversational AI search | Yes | $20/month for Pro | Long-context AI summaries with citations |"
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "Best Kagi alternatives for desktop in 2026 (we tested 7)",
    "Quick comparison",
    "| You.com | Conversational AI search | Yes | $20/month for Pro | Long-context AI summaries with citations |"
   ],
   "region_evidence": null,
   "category_evidence": [
    "Best Kagi alternatives for desktop in 2026 (we tested 7)",
    "Quick comparison",
    "| You.com | Conversational AI search | Yes | $20/month for Pro | Long-context AI summaries with citations |"
   ]
  },
  {
   "url": "https://unstore.io/discover/best-kagi-alternatives-desktop",
   "title": "Best Kagi alternatives for desktop in 2026 (we tested 7)",
   "published_at": "2026-06-23T00:00:00",
   "engine": "Phind",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": "Developer answers with sources",
   "engine_evidence": [
    "Best Kagi alternatives for desktop in 2026 (we tested 7)",
    "Quick comparison",
    "| Phind | Developer answers with sources | Yes | $20/month for Pro | Code-aware answers with verified citations |"
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "Best Kagi alternatives for desktop in 2026 (we tested 7)",
    "Quick comparison",
    "| Phind | Developer answers with sources | Yes | $20/month for Pro | Code-aware answers with verified citations |"
   ],
   "region_evidence": null,
   "category_evidence": [
    "Best Kagi alternatives for desktop in 2026 (we tested 7)",
    "Quick comparison",
    "| Phind | Developer answers with sources | Yes | $20/month for Pro | Code-aware answers with verified citations |"
   ]
  },
  {
   "url": "https://gardenresearch.eu/library/exa-vs-tavily",
   "title": "Exa vs Tavily: which search API for your AI agent",
   "published_at": "2026-06-26T00:00:00",
   "engine": "Exa",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "# Exa vs Tavily: which search API for your AI agent",
    "Exa and Tavily are two search APIs built for AI agents.",
    "Exa is a search engine built for AI."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "# Exa vs Tavily: which search API for your AI agent",
    "Exa stays independent and works only on search for AI."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://gardenresearch.eu/library/exa-vs-tavily",
   "title": "Exa vs Tavily: which search API for your AI agent",
   "published_at": "2026-06-26T00:00:00",
   "engine": "Tavily",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "# Exa vs Tavily: which search API for your AI agent",
    "Exa and Tavily are two search APIs built for AI agents.",
    "Tavily is a search API built for agents and for RAG."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "# Exa vs Tavily: which search API for your AI agent",
    "In February 2026, Nebius, an AI cloud company based in Amsterdam, acquired Tavily."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://fenua-environnement.com/facbecbshop/picks/go-beyond-google-best-alternative-search-engines",
   "title": "The Best Alternative Search Engines We've Tested for 2026",
   "published_at": "2025-12-13T15:00:00",
   "engine": "Brave Search",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "# Don\u2019t Just Google It: Smarter Search Engines to Try for 2026",
    "### Brave Search",
    "Brave now gives you a choice of AI-powered or standard web results via its Answer With AI button."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "# Don\u2019t Just Google It: Smarter Search Engines to Try for 2026",
    "### Brave Search",
    "Brave now gives you a choice of AI-powered or standard web results via its Answer With AI button."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://fenua-environnement.com/facbecbshop/picks/go-beyond-google-best-alternative-search-engines",
   "title": "The Best Alternative Search Engines We've Tested for 2026",
   "published_at": "2025-12-13T15:00:00",
   "engine": "DuckDuckGo",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "# Don\u2019t Just Google It: Smarter Search Engines to Try for 2026",
    "The search service now includes two AI features: Assist, which generates a summary of answers for your query, and [Duck.ai](https://Duck.ai) Chat."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "# Don\u2019t Just Google It: Smarter Search Engines to Try for 2026",
    "The search service now includes two AI features: Assist, which generates a summary of answers for your query, and [Duck.ai](https://Duck.ai) Chat."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://fenua-environnement.com/facbecbshop/picks/go-beyond-google-best-alternative-search-engines",
   "title": "The Best Alternative Search Engines We've Tested for 2026",
   "published_at": "2025-12-13T15:00:00",
   "engine": "Ecosia",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "# Don\u2019t Just Google It: Smarter Search Engines to Try for 2026",
    "In addition to its altruistic endeavors, Ecosia is staying in the search game by adding AI tools."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "# Don\u2019t Just Google It: Smarter Search Engines to Try for 2026",
    "In addition to its altruistic endeavors, Ecosia is staying in the search game by adding AI tools."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://fenua-environnement.com/facbecbshop/picks/go-beyond-google-best-alternative-search-engines",
   "title": "The Best Alternative Search Engines We've Tested for 2026",
   "published_at": "2025-12-13T15:00:00",
   "engine": "Bing",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "# Don\u2019t Just Google It: Smarter Search Engines to Try for 2026",
    "For a search experience that rivals Google in terms of AI tools and the richness of information on the result page, Bing is it.",
    "Bing incorporates the ChatGPT-powered [Copilot](/facbecbshop/reviews/microsoft-copilot) AI search bot."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "# Don\u2019t Just Google It: Smarter Search Engines to Try for 2026",
    "For a search experience that rivals Google in terms of AI tools and the richness of information on the result page, Bing is it.",
    "Bing incorporates the ChatGPT-powered [Copilot](/facbecbshop/reviews/microsoft-copilot) AI search bot."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://fenua-environnement.com/facbecbshop/picks/go-beyond-google-best-alternative-search-engines",
   "title": "The Best Alternative Search Engines We've Tested for 2026",
   "published_at": "2025-12-13T15:00:00",
   "engine": "Presearch",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "# Don\u2019t Just Google It: Smarter Search Engines to Try for 2026",
    "### Mojeek",
    "Privacy is the real mission of this decentralized [Web3](/facbecbshop/how-to/what-is-web3-and-how-will-it-work) search site.",
    "Presearch also offers its own AI result, which you can disable if you prefer."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "# Don\u2019t Just Google It: Smarter Search Engines to Try for 2026",
    "### Mojeek",
    "Privacy is the real mission of this decentralized [Web3](/facbecbshop/how-to/what-is-web3-and-how-will-it-work) search site.",
    "Presearch also offers its own AI result, which you can disable if you prefer."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://fenua-environnement.com/facbecbshop/picks/go-beyond-google-best-alternative-search-engines",
   "title": "The Best Alternative Search Engines We've Tested for 2026",
   "published_at": "2025-12-13T15:00:00",
   "engine": "Qwant",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "# Don\u2019t Just Google It: Smarter Search Engines to Try for 2026",
    "### Qwant",
    "Like many other options here, Qwant is getting into the AI act, but you need to sign in to see AI-generated answers and summaries."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "# Don\u2019t Just Google It: Smarter Search Engines to Try for 2026",
    "### Qwant",
    "Like many other options here, Qwant is getting into the AI act, but you need to sign in to see AI-generated answers and summaries."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://fenua-environnement.com/facbecbshop/picks/go-beyond-google-best-alternative-search-engines",
   "title": "The Best Alternative Search Engines We've Tested for 2026",
   "published_at": "2025-12-13T15:00:00",
   "engine": "Yahoo Search",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "# Don\u2019t Just Google It: Smarter Search Engines to Try for 2026",
    "### Yahoo!",
    "Not to be left out of the AI party, Yahoo search provides a Microsoft Copilot-powered AI Chat option that itself uses OpenAI's ChatGPT models."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "# Don\u2019t Just Google It: Smarter Search Engines to Try for 2026",
    "### Yahoo!",
    "Not to be left out of the AI party, Yahoo search provides a Microsoft Copilot-powered AI Chat option that itself uses OpenAI's ChatGPT models."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://fenua-environnement.com/facbecbshop/picks/go-beyond-google-best-alternative-search-engines",
   "title": "The Best Alternative Search Engines We've Tested for 2026",
   "published_at": "2025-12-13T15:00:00",
   "engine": "Yep",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "# Don\u2019t Just Google It: Smarter Search Engines to Try for 2026",
    "### Yep",
    "Finally, Yep also includes an AI chatbot, which amusingly shows you its \"thought\" processes."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "# Don\u2019t Just Google It: Smarter Search Engines to Try for 2026",
    "### Yep",
    "Finally, Yep also includes an AI chatbot, which amusingly shows you its \"thought\" processes."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://lillytechsystems.com/ai-tools/arc-search-dia/ai-summaries.html",
   "title": "AI Summaries - Arc Search / Dia",
   "published_at": null,
   "engine": "Arc Search",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "A practical guide to ai summaries for the arc search / dia tool.",
    "# AI Summaries"
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://lillytechsystems.com/ai-tools/arc-search-dia/ai-summaries.html",
   "title": "AI Summaries - Arc Search / Dia",
   "published_at": null,
   "engine": "Dia",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "A practical guide to ai summaries for the arc search / dia tool.",
    "# AI Summaries"
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://tekai.dev/catalog/perplexity",
   "title": "Perplexity AI: Review, Radar Rating & Alternatives | Tekai",
   "published_at": null,
   "engine": "Perplexity.ai answer engine",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "# Perplexity AI",
    "Perplexity AI is a conversational search and answer engine founded in August 2022 by Aravind Srinivas, Denis Yarats, Johnny Ho, and Andy Konwinski (ex-Google, ex-OpenAI, Berkeley researchers).",
    "- **Perplexity.ai answer engine:** Real-time web synthesis with inline source citations; supports voice, image, and text input"
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "# Perplexity AI",
    "Perplexity AI is a conversational search and answer engine founded in August 2022 by Aravind Srinivas, Denis Yarats, Johnny Ho, and Andy Konwinski (ex-Google, ex-OpenAI, Berkeley researchers)."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://nextfin.ai/en/articles/65153",
   "title": "Former Baidu Executive Launches MainFunc AI Company with $60 Million Seed Round | NextFin",
   "published_at": null,
   "engine": "Genspark",
   "launch_year": "2024",
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "# Former Baidu Executive Launches MainFunc AI Company with $60 Million Seed Round",
    "This announcement came with the official launch of MainFunc's flagship project, Genspark, an AI-powered search engine aimed at revolutionizing the search experience."
   ],
   "launch_year_evidence": [
    "# Former Baidu Executive Launches MainFunc AI Company with $60 Million Seed Round",
    "Genspark, MainFunc's inaugural project, launched in Beta on June 18, targets the U.S. market with a promise to deliver a superior search experience."
   ],
   "status_evidence": [
    "# Former Baidu Executive Launches MainFunc AI Company with $60 Million Seed Round",
    "The company aims to further refine Genspark, exploring potential paid subscription models while maintaining its commitment to providing free, high-quality search services."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://iamistral.com/le-chat",
   "title": "Mistral Le Chat: Fast GDPR-Compliant Multilingual Assistant",
   "published_at": "2025-02-17T13:29:08",
   "engine": "Mistral Le Chat",
   "launch_year": "2024",
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "is the multilingual AI assistant from Paris-based Mistral AI that\u2019s redefining speed, privacy, and versatility in the generative-AI space.",
    "Oct 2024 \u2014 Public beta of Mistral Le Chat with live web search and code execution."
   ],
   "launch_year_evidence": [
    "Oct 2024 \u2014 Public beta of Mistral Le Chat with live web search and code execution."
   ],
   "status_evidence": [
    "Oct 2024 \u2014 Public beta of Mistral Le Chat with live web search and code execution."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://play.google.com/store/apps/details?hl=en_GB&id=com.duckduckgo.mobile.android&listing=twad1",
   "title": "DuckDuckGo, Duck.ai, & VPN \u2013 Apps on Google Play",
   "published_at": null,
   "engine": "Search Assist",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "While our optional integrated AI features, Search Assist and Duck.ai, are private and never use your data to train AI.",
    "About this app"
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "While our optional integrated AI features, Search Assist and Duck.ai, are private and never use your data to train AI.",
    "About this app"
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://adotme.co/blog/google-i-o-2026-recap-every-search-announcement-explained",
   "title": "Google I/O 2026 Recap: Every Search Announcement, Explained",
   "published_at": null,
   "engine": "AI Mode",
   "launch_year": "2025",
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "## Google I/O 2026 Recap: Every Search Announcement, Explained",
    "Google announced nine substantial changes to Search at I/O 2026.",
    "Google\u2019s AI Mode, the version of Google Search that gives you a synthesised written answer instead of a list of links, now has one billion monthly users."
   ],
   "launch_year_evidence": [
    "## Google I/O 2026 Recap: Every Search Announcement, Explained",
    "Google announced nine substantial changes to Search at I/O 2026.",
    "It launched in 2025 and hit one billion users within a year."
   ],
   "status_evidence": [
    "## Google I/O 2026 Recap: Every Search Announcement, Explained",
    "Google announced nine substantial changes to Search at I/O 2026.",
    "Google\u2019s AI Mode, the version of Google Search that gives you a synthesised written answer instead of a list of links, now has one billion monthly users."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://karozieminski.substack.com/i/191510943/perplexity-computer-pricing",
   "title": "Perplexity Hub (2026)",
   "published_at": "2026-07-13T20:36:00",
   "engine": "Perplexity Search",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "# Perplexity Hub: Perplexity Guides for Computer, Comet, Credits & Workflows (2026)",
    "Tested guides, credit strategies, and workflows for Perplexity Comet, Deep Research and Computer.",
    "- Perplexity Search (the answer engine)",
    "Perplexity Search is for searching, as the name rather helpfully suggests."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "# Perplexity Hub: Perplexity Guides for Computer, Comet, Credits & Workflows (2026)",
    "Tested guides, credit strategies, and workflows for Perplexity Comet, Deep Research and Computer.",
    "*Last updated: July 2026. Actively maintained.*",
    "Perplexity Search is for searching, as the name rather helpfully suggests."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://karozieminski.substack.com/i/191510943/perplexity-computer-pricing",
   "title": "Perplexity Hub (2026)",
   "published_at": "2026-07-13T20:36:00",
   "engine": "Deep Research",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "# Perplexity Hub: Perplexity Guides for Computer, Comet, Credits & Workflows (2026)",
    "Tested guides, credit strategies, and workflows for Perplexity Comet, Deep Research and Computer.",
    "If I wanted to get an in-depth, sourced report on anything, that\u2019s what I\u2019d use. **Deep Research.**"
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "# Perplexity Hub: Perplexity Guides for Computer, Comet, Credits & Workflows (2026)",
    "Tested guides, credit strategies, and workflows for Perplexity Comet, Deep Research and Computer.",
    "*Last updated: July 2026. Actively maintained.*",
    "If I wanted to get an in-depth, sourced report on anything, that\u2019s what I\u2019d use. **Deep Research.**"
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "http://news.ycombinator.com/item?id=49388154",
   "title": "Kagi added a setting for removing paywalled links from search results",
   "published_at": "2026-08-21T13:56:37",
   "engine": "Brave Search",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "I've also been pleasantly surprised about Brave's search based AI answers.",
    "They have been good for months and cite sources."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "I've also been pleasantly surprised about Brave's search based AI answers.",
    "They have been good for months and cite sources."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "http://news.ycombinator.com/item?id=49388154",
   "title": "Kagi added a setting for removing paywalled links from search results",
   "published_at": "2026-08-21T13:56:37",
   "engine": "Kagi AI Assistant",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "Nobody speaks about their AI Assistant, but it is really good.",
    "For those wanting to try Kagi does not just have ai search help, but full chat app: [https://help.kagi.com/kagi/ai/assistant.html](https://help.kagi.com/kagi/ai/assistant.html)"
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "Nobody speaks about their AI Assistant, but it is really good.",
    "They somehow harnessed it so that it mainly searches info first and sticks to the verifiable data."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://finance.biggo.com/news/3bdcbdc9-50ef-42be-96e7-bf956b27eb43",
   "title": "\u201cExperience Over AI Models\u201d\u2026Genspark Opens the \u2018AI Workspace\u2019 Era at a $2.6 Billion Valuation",
   "published_at": "2026-06-24T03:35:47",
   "engine": "Genspark",
   "launch_year": "2024",
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "# \u201cExperience Over AI Models\u201d\u2026Genspark Opens the \u2018AI Workspace\u2019 Era at a $2.6 Billion Valuation",
    "AI startup Genspark held a press conference at its Palo Alto headquarters on the 23rd, unveiling its 'AI Workspace' strategy focused on user experience and producing work deliverables rather than developing AI models.",
    "Starting as an AI search service in 2024, it introduced 'Super Agents' last year and has now evolved to the 'AI Workspace' stage."
   ],
   "launch_year_evidence": [
    "# \u201cExperience Over AI Models\u201d\u2026Genspark Opens the \u2018AI Workspace\u2019 Era at a $2.6 Billion Valuation",
    "Starting as an AI search service in 2024, it introduced 'Super Agents' last year and has now evolved to the 'AI Workspace' stage."
   ],
   "status_evidence": [
    "# \u201cExperience Over AI Models\u201d\u2026Genspark Opens the \u2018AI Workspace\u2019 Era at a $2.6 Billion Valuation",
    "AI startup Genspark held a press conference at its Palo Alto headquarters on the 23rd, unveiling its 'AI Workspace' strategy focused on user experience and producing work deliverables rather than developing AI models.",
    "Starting as an AI search service in 2024, it introduced 'Super Agents' last year and has now evolved to the 'AI Workspace' stage."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://chat-deep.ai/research/deepseek-citation-accuracy-audit",
   "title": "DeepSeek Citation Accuracy: 48-Question Audit (2026)",
   "published_at": "2026-08-06T00:00:00",
   "engine": "DeepSeek Search",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "# Can DeepSeek Cite Sources Accurately? A Reproducible 48-Question Audit",
    "**Practical recommendation:** Use DeepSeek Search to discover possible sources, not as a final authority.",
    "DeepSeek\u2019s official app announcement lists [Web Search among the product\u2019s features](https://api-docs.deepseek.com/news/news250115/)."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "# Can DeepSeek Cite Sources Accurately? A Reproducible 48-Question Audit",
    "**Practical recommendation:** Use DeepSeek Search to discover possible sources, not as a final authority.",
    "The research combines a July 2026 global-domain baseline with a separately scored August 2026 country expansion covering official sources from the United States and India."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://pcmag.com/picks/dont-just-google-it-smarter-search-engines-to-try?test_uuid=06f2t2mKxAWPbc1xmAn5J4t&test_variant=A",
   "title": "Don\u2019t Just Google It: Smarter Search Engines to Try for 2026",
   "published_at": "2025-12-13T15:00:00",
   "engine": "Brave Search",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "# Don\u2019t Just Google It: Smarter Search Engines to Try for 2026",
    "### [ Brave Search ](https://cc.pcmag.com/v1/otc/01r1WRIAJykbQgN4oGQ8FSi?merchant=05jArCUQu1LyZSwYaxQURkK&url=https%3A%2F%2Fsearch.brave.com%2F&template=roundup-page&module=Best_Product_Card&element=roundup-product-card&item=product_name_offer&position=2&element_label=Brave+Search&split_test_identifier=06f2t2mKxAWPbc1xmAn5J4t&split_test_variant=A&u=https%3A%2F%2Fwww.pcmag.com%2Fpicks%2Fdont-just-google-it-smarter-search-engines-to-try%3Ftest_uuid%3D06f2t2mKxAWPbc1xmAn5J4t%26test_variant%3DA&page_type=roundup&page_uuid=055Ksfj37j60m2mOcnTK8Kj&object_type=roundup&object_uuid=055Ksfj37j60m2mOcnTK8Kj&product_uuid=01KI55ixfq1IRn9nCRhgFLv)",
    "Brave now gives you a choice of AI-powered or standard web results via its Answer With AI button."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "# Don\u2019t Just Google It: Smarter Search Engines to Try for 2026",
    "Brave now gives you a choice of AI-powered or standard web results via its Answer With AI button."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://pcmag.com/picks/dont-just-google-it-smarter-search-engines-to-try?test_uuid=06f2t2mKxAWPbc1xmAn5J4t&test_variant=A",
   "title": "Don\u2019t Just Google It: Smarter Search Engines to Try for 2026",
   "published_at": "2025-12-13T15:00:00",
   "engine": "DuckDuckGo",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "# Don\u2019t Just Google It: Smarter Search Engines to Try for 2026",
    "The search service now includes two AI features: Assist, which generates a summary of answers for your query, and [Duck.ai](https://Duck.ai) Chat."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "# Don\u2019t Just Google It: Smarter Search Engines to Try for 2026",
    "The search service now includes two AI features: Assist, which generates a summary of answers for your query, and [Duck.ai](https://Duck.ai) Chat."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://pcmag.com/picks/dont-just-google-it-smarter-search-engines-to-try?test_uuid=06f2t2mKxAWPbc1xmAn5J4t&test_variant=A",
   "title": "Don\u2019t Just Google It: Smarter Search Engines to Try for 2026",
   "published_at": "2025-12-13T15:00:00",
   "engine": "Ecosia",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "# Don\u2019t Just Google It: Smarter Search Engines to Try for 2026",
    "### [ Ecosia ](https://cc.pcmag.com/v1/otc/01r1WRIAJykbQgN4oGQ8FSi?merchant=05nsSsvNN3XYP198e7cJeAI&url=https%3A%2F%2Fwww.ecosia.org%2F&template=roundup-page&module=Best_Product_Card&element=roundup-product-card&item=product_name_offer&position=4&element_label=Ecosia&split_test_identifier=06f2t2mKxAWPbc1xmAn5J4t&split_test_variant=A&u=https%3A%2F%2Fwww.pcmag.com%2Fpicks%2Fdont-just-google-it-smarter-search-engines-to-try%3Ftest_uuid%3D06f2t2mKxAWPbc1xmAn5J4t%26test_variant%3DA&page_type=roundup&page_uuid=055Ksfj37j60m2mOcnTK8Kj&object_type=roundup&object_uuid=055Ksfj37j60m2mOcnTK8Kj&product_uuid=05hB0D6WbsHYs45MHqm91NP)",
    "In addition to its altruistic endeavors, Ecosia is staying in the search game by adding AI tools."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "# Don\u2019t Just Google It: Smarter Search Engines to Try for 2026",
    "In addition to its altruistic endeavors, Ecosia is staying in the search game by adding AI tools."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://pcmag.com/picks/dont-just-google-it-smarter-search-engines-to-try?test_uuid=06f2t2mKxAWPbc1xmAn5J4t&test_variant=A",
   "title": "Don\u2019t Just Google It: Smarter Search Engines to Try for 2026",
   "published_at": "2025-12-13T15:00:00",
   "engine": "Bing",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "# Don\u2019t Just Google It: Smarter Search Engines to Try for 2026",
    "Bing incorporates the ChatGPT-powered [Copilot](https://www.pcmag.com/reviews/microsoft-copilot) AI search bot."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "# Don\u2019t Just Google It: Smarter Search Engines to Try for 2026",
    "Bing incorporates the ChatGPT-powered [Copilot](https://www.pcmag.com/reviews/microsoft-copilot) AI search bot."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://pcmag.com/picks/dont-just-google-it-smarter-search-engines-to-try?test_uuid=06f2t2mKxAWPbc1xmAn5J4t&test_variant=A",
   "title": "Don\u2019t Just Google It: Smarter Search Engines to Try for 2026",
   "published_at": "2025-12-13T15:00:00",
   "engine": "Presearch",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "# Don\u2019t Just Google It: Smarter Search Engines to Try for 2026",
    "Presearch also offers its own AI result, which you can disable if you prefer."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "# Don\u2019t Just Google It: Smarter Search Engines to Try for 2026",
    "Presearch also offers its own AI result, which you can disable if you prefer."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://pcmag.com/picks/dont-just-google-it-smarter-search-engines-to-try?test_uuid=06f2t2mKxAWPbc1xmAn5J4t&test_variant=A",
   "title": "Don\u2019t Just Google It: Smarter Search Engines to Try for 2026",
   "published_at": "2025-12-13T15:00:00",
   "engine": "Qwant",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "# Don\u2019t Just Google It: Smarter Search Engines to Try for 2026",
    "### [ Qwant ](https://cc.pcmag.com/v1/otc/01r1WRIAJykbQgN4oGQ8FSi?merchant=02wx4J1tFHFdfMKi0D0SCRq&url=https%3A%2F%2Fwww.qwant.com%2F&template=roundup-page&module=Best_Product_Card&element=roundup-product-card&item=product_name_offer&position=8&element_label=Qwant&split_test_identifier=06f2t2mKxAWPbc1xmAn5J4t&split_test_variant=A&u=https%3A%2F%2Fwww.pcmag.com%2Fpicks%2Fdont-just-google-it-smarter-search-engines-to-try%3Ftest_uuid%3D06f2t2mKxAWPbc1xmAn5J4t%26test_variant%3DA&page_type=roundup&page_uuid=055Ksfj37j60m2mOcnTK8Kj&object_type=roundup&object_uuid=055Ksfj37j60m2mOcnTK8Kj&product_uuid=050Aujef7CbxtM3AQjNZaxf)",
    "Like many other options here, Qwant is getting into the AI act, but you need to sign in to see AI-generated answers and summaries."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "# Don\u2019t Just Google It: Smarter Search Engines to Try for 2026",
    "Like many other options here, Qwant is getting into the AI act, but you need to sign in to see AI-generated answers and summaries."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://pcmag.com/picks/dont-just-google-it-smarter-search-engines-to-try?test_uuid=06f2t2mKxAWPbc1xmAn5J4t&test_variant=A",
   "title": "Don\u2019t Just Google It: Smarter Search Engines to Try for 2026",
   "published_at": "2025-12-13T15:00:00",
   "engine": "Yahoo Search",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "# Don\u2019t Just Google It: Smarter Search Engines to Try for 2026",
    "### [ Yahoo! ](https://cc.pcmag.com/v1/otc/01r1WRIAJykbQgN4oGQ8FSi?merchant=00uttZnWjEWDrcQdUtZzekw&url=https%3A%2F%2Fwww.yahoo.com%2F&template=roundup-page&module=Best_Product_Card&element=roundup-product-card&item=product_name_offer&position=11&element_label=Yahoo%21&split_test_identifier=06f2t2mKxAWPbc1xmAn5J4t&split_test_variant=A&u=https%3A%2F%2Fwww.pcmag.com%2Fpicks%2Fdont-just-google-it-smarter-search-engines-to-try%3Ftest_uuid%3D06f2t2mKxAWPbc1xmAn5J4t%26test_variant%3DA&page_type=roundup&page_uuid=055Ksfj37j60m2mOcnTK8Kj&object_type=roundup&object_uuid=055Ksfj37j60m2mOcnTK8Kj&product_uuid=01VN6MPRLJxQlIqkYKMpUdM)",
    "Not to be left out of the AI party, Yahoo search provides a Microsoft Copilot-powered AI Chat option that itself uses OpenAI's ChatGPT models."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "# Don\u2019t Just Google It: Smarter Search Engines to Try for 2026",
    "Not to be left out of the AI party, Yahoo search provides a Microsoft Copilot-powered AI Chat option that itself uses OpenAI's ChatGPT models."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://pcmag.com/picks/dont-just-google-it-smarter-search-engines-to-try?test_uuid=06f2t2mKxAWPbc1xmAn5J4t&test_variant=A",
   "title": "Don\u2019t Just Google It: Smarter Search Engines to Try for 2026",
   "published_at": "2025-12-13T15:00:00",
   "engine": "Yep",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "# Don\u2019t Just Google It: Smarter Search Engines to Try for 2026",
    "### [ Yep ](https://cc.pcmag.com/v1/otc/01r1WRIAJykbQgN4oGQ8FSi?merchant=01jKCshxY0q6IKDW1aWuxnG&url=https%3A%2F%2Fyep.com%2F&template=roundup-page&module=Best_Product_Card&element=roundup-product-card&item=product_name_offer&position=12&element_label=Yep&split_test_identifier=06f2t2mKxAWPbc1xmAn5J4t&split_test_variant=A&u=https%3A%2F%2Fwww.pcmag.com%2Fpicks%2Fdont-just-google-it-smarter-search-engines-to-try%3Ftest_uuid%3D06f2t2mKxAWPbc1xmAn5J4t%26test_variant%3DA&page_type=roundup&page_uuid=055Ksfj37j60m2mOcnTK8Kj&object_type=roundup&object_uuid=055Ksfj37j60m2mOcnTK8Kj&product_uuid=07IBsP71amJ1alHeoBm8NQ4)",
    "Finally, Yep also includes an AI chatbot, which amusingly shows you its \"thought\" processes."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "# Don\u2019t Just Google It: Smarter Search Engines to Try for 2026",
    "Finally, Yep also includes an AI chatbot, which amusingly shows you its \"thought\" processes."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://tech.hindustantimes.com/tech/news/neva-co-founded-by-ex-google-ad-head-sridhar-ramaswamy-to-shut-down-its-ad-free-search-engine-on-june-2-71684725856695.html",
   "title": "Neeva, co-founded by ex-Google ad head Sridhar Ramaswamy, to shut down its ad-free search engine on June 2",
   "published_at": "2023-05-22T03:33:18",
   "engine": "Neeva",
   "launch_year": "2019",
   "status": "discontinued",
   "region": null,
   "category": null,
   "engine_evidence": [
    "# Neeva, co-founded by ex-Google ad head Sridhar Ramaswamy, to shut down its ad-free search engine on June 2",
    "Neeva, the ad-free search engine, announced on Saturday that it is shutting down its consumer search operations and pivoting to Artificial Intelligence."
   ],
   "launch_year_evidence": [
    "Neeva was launched in 2019 with Google's head of ad business at the helm.",
    "# Neeva, co-founded by ex-Google ad head Sridhar Ramaswamy, to shut down its ad-free search engine on June 2",
    "## History of Neeva"
   ],
   "status_evidence": [
    "# Neeva, co-founded by ex-Google ad head Sridhar Ramaswamy, to shut down its ad-free search engine on June 2",
    "Neeva, the ad-free search engine, announced on Saturday that it is shutting down its consumer search operations and pivoting to Artificial Intelligence."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://htx.com/news/in-depth-the-foreign-guest-genspark-lF7hVmqT",
   "title": "In-depth: The Foreign Guest Genspark",
   "published_at": "2026-08-03T10:23:08",
   "engine": "Genspark",
   "launch_year": "2024",
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "This article is from the WeChat public account \"Silicon Star Man Pro,\" author: Xiaotuotuo",
    "At the end of May 2024, Perplexity launched Perplexity Pages, which organizes search results into complete pages.",
    "A few weeks later, Genspark released Sparkpage, centered on automatically generating web pages, as its first product, officially entering the AI search market."
   ],
   "launch_year_evidence": [
    "This article is from the WeChat public account \"Silicon Star Man Pro,\" author: Xiaotuotuo",
    "At the end of May 2024, Perplexity launched Perplexity Pages, which organizes search results into complete pages.",
    "A few weeks later, Genspark released Sparkpage, centered on automatically generating web pages, as its first product, officially entering the AI search market."
   ],
   "status_evidence": [
    "This article is from the WeChat public account \"Silicon Star Man Pro,\" author: Xiaotuotuo",
    "It only needs to execute one long-term mission: to make the world believe it has always been just an American AI company from Palo Alto.",
    "Genspark currently likely pays between $25 million and $60 million annually for OpenAI and Anthropic models, with Anthropic possibly receiving slightly higher revenue than OpenAI."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://htx.com/news/in-depth-the-foreign-guest-genspark-lF7hVmqT",
   "title": "In-depth: The Foreign Guest Genspark",
   "published_at": "2026-08-03T10:23:08",
   "engine": "Perplexity",
   "launch_year": "2024",
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "This article is from the WeChat public account \"Silicon Star Man Pro,\" author: Xiaotuotuo",
    "At the end of May 2024, Perplexity launched Perplexity Pages, which organizes search results into complete pages.",
    "A few weeks later, Genspark released Sparkpage, centered on automatically generating web pages, as its first product, officially entering the AI search market."
   ],
   "launch_year_evidence": [
    "This article is from the WeChat public account \"Silicon Star Man Pro,\" author: Xiaotuotuo",
    "At the end of May 2024, Perplexity launched Perplexity Pages, which organizes search results into complete pages."
   ],
   "status_evidence": [
    "This article is from the WeChat public account \"Silicon Star Man Pro,\" author: Xiaotuotuo",
    "At the end of May 2024, Perplexity launched Perplexity Pages, which organizes search results into complete pages."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://prnewswire.com/news-releases/ai-presence-launches-automated-ai-visibility-operations-platform-governed-by-nvidia-nemoclaw-as-jonomor-closes-the-loop-on-the-new-age-of-ai-search-302772667.html",
   "title": "AI Presence Launches Automated AI Visibility Operations Platform, Governed by NVIDIA NemoClaw, as Jonomor Closes the Loop on the New Age of AI Search",
   "published_at": "2026-05-15T12:39:00",
   "engine": "Perplexity",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "# AI Presence Launches Automated AI Visibility Operations Platform, Governed by NVIDIA NemoClaw, as Jonomor Closes the Loop on the New Age of AI Search",
    "AI answer engines continuously re-evaluate which entities deserve citation.",
    "and monthly AI citation monitoring runs across ChatGPT, Perplexity, and Gemini."
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://everything-pr.com/how-ai-engines-cite-the-web-the-six-studies-that-define-the-2026-evidence-base",
   "title": "How AI Engines Cite the Web: The Six Studies That Define the 2026 Evidence Base",
   "published_at": "2026-06-19T12:13:00",
   "engine": "You.com",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "This document exists because the field of [Generative Engine Optimization](/what-is-generative-engine-optimization-geo) has, until recently, been built on operator anecdote and vendor data.",
    "The qualitative analysis identified frequent hallucinated citation, misattribution between cited URL and supporting claim, and variable answer confidence across engines for identical queries.",
    "### Study 3 \u2014 Salesforce's Answer Engine Evaluation"
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://everything-pr.com/how-ai-engines-cite-the-web-the-six-studies-that-define-the-2026-evidence-base",
   "title": "How AI Engines Cite the Web: The Six Studies That Define the 2026 Evidence Base",
   "published_at": "2026-06-19T12:13:00",
   "engine": "Perplexity.ai",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "This document exists because the field of [Generative Engine Optimization](/what-is-generative-engine-optimization-geo) has, until recently, been built on operator anecdote and vendor data.",
    "The qualitative analysis identified frequent hallucinated citation, misattribution between cited URL and supporting claim, and variable answer confidence across engines for identical queries.",
    "### Study 3 \u2014 Salesforce's Answer Engine Evaluation"
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://everything-pr.com/how-ai-engines-cite-the-web-the-six-studies-that-define-the-2026-evidence-base",
   "title": "How AI Engines Cite the Web: The Six Studies That Define the 2026 Evidence Base",
   "published_at": "2026-06-19T12:13:00",
   "engine": "BingChat",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "This document exists because the field of [Generative Engine Optimization](/what-is-generative-engine-optimization-geo) has, until recently, been built on operator anecdote and vendor data.",
    "The qualitative analysis identified frequent hallucinated citation, misattribution between cited URL and supporting claim, and variable answer confidence across engines for identical queries.",
    "### Study 3 \u2014 Salesforce's Answer Engine Evaluation"
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://neowin.net/amp/microsoft-takes-on-google-ai-mode-with-the-new-copilot-search",
   "title": "Microsoft takes on Google AI Mode with the new Copilot Search",
   "published_at": "2025-04-04T00:56:01",
   "engine": "AI Mode",
   "launch_year": null,
   "status": "announced",
   "region": null,
   "category": null,
   "engine_evidence": [
    "Last month, along with the expanded availability of AI Overviews, Google announced the new AI Mode experiment in Google Search."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "Last month, along with the expanded availability of AI Overviews, Google announced the new AI Mode experiment in Google Search."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://neowin.net/amp/microsoft-takes-on-google-ai-mode-with-the-new-copilot-search",
   "title": "Microsoft takes on Google AI Mode with the new Copilot Search",
   "published_at": "2025-04-04T00:56:01",
   "engine": "Copilot Search",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "Now, Microsoft is introducing a similar feature in Bing called Copilot Search."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "Copilot Search is now accessible to everyone at bing.com/copilotsearch.",
    "Now, Microsoft is introducing a similar feature in Bing called Copilot Search."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://aiforautomation.io/news/2026-03-20-perplexity-comet-ai-browser-iphone-free",
   "title": "Perplexity just launched a free AI browser for iPhone \u2014 it replaces Safari and Google at once",
   "published_at": "2026-03-20T04:30:32",
   "engine": "Comet",
   "launch_year": "2025",
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "Perplexity just launched a free AI browser for iPhone \u2014 it replaces Safari and Google at once",
    "Called **Comet**, it's not just another browser with a chatbot bolted on."
   ],
   "launch_year_evidence": [
    "Perplexity just launched a free AI browser for iPhone \u2014 it replaces Safari and Google at once",
    "When Comet first launched on Mac in summer 2025, it cost **$200 per month**."
   ],
   "status_evidence": [
    "Perplexity just launched a free AI browser for iPhone \u2014 it replaces Safari and Google at once",
    "Comet is available now as a [free download on the App Store](https://apps.apple.com/us/app/comet-ai-browser-assistant/id6748622471)."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://hypersinc.com/company/genspark",
   "title": "Genspark \u2014 HyperSinc",
   "published_at": null,
   "engine": "Genspark",
   "launch_year": "2024",
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "General InformationGenspark is an AI search engine startup based in California, founded in 2023, with approximately 11-50 employees focused on generative AI-powered search technology.",
    "Recent ActivityGenspark launched its AI search engine as a public beta product in 2024, positioning itself as an alternative to traditional search engines like Google by offering conversational, AI-generated answers."
   ],
   "launch_year_evidence": [
    "Recent ActivityGenspark launched its AI search engine as a public beta product in 2024, positioning itself as an alternative to traditional search engines like Google by offering conversational, AI-generated answers."
   ],
   "status_evidence": [
    "General InformationGenspark is an AI search engine startup based in California, founded in 2023, with approximately 11-50 employees focused on generative AI-powered search technology.",
    "Recent ActivityGenspark launched its AI search engine as a public beta product in 2024, positioning itself as an alternative to traditional search engines like Google by offering conversational, AI-generated answers."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://docs.mistral.ai/le-chat/research-analysis/deep-research",
   "title": "Deep Research | Mistral Docs",
   "published_at": null,
   "engine": "Web search",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "# Deep Research",
    "- **[Web search](/le-chat/research-analysis/web-search)**: quick, single-step lookups for current information."
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://searchengines.net/duckduckgo",
   "title": "DuckDuckGo",
   "published_at": "2026-08-19T00:00:00",
   "engine": "DuckAssist",
   "launch_year": "2023",
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "Privacy-focused search engines",
    "AI features, and the best off switch in mainstream search",
    "**DuckAssist**, launched in March 2023, produces AI summaries above search results using OpenAI and Anthropic models accessed anonymously, grounded on pages fetched by DuckAssistBot with visible [citations](/guides/how-ai-search-engines-cite-sources/)."
   ],
   "launch_year_evidence": [
    "Privacy-focused search engines",
    "AI features, and the best off switch in mainstream search",
    "**DuckAssist**, launched in March 2023, produces AI summaries above search results using OpenAI and Anthropic models accessed anonymously, grounded on pages fetched by DuckAssistBot with visible [citations](/guides/how-ai-search-engines-cite-sources/)."
   ],
   "status_evidence": [
    "Privacy-focused search engines",
    "AI features, and the best off switch in mainstream search",
    "**DuckAssist**, launched in March 2023, produces AI summaries above search results using OpenAI and Anthropic models accessed anonymously, grounded on pages fetched by DuckAssistBot with visible [citations](/guides/how-ai-search-engines-cite-sources/)."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://cloro.dev/blog/ai-search-engines",
   "title": "AI Search Engines: 10 Tools Compared for 2026",
   "published_at": "2025-11-27T00:00:00",
   "engine": "Perplexity",
   "launch_year": "2025",
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "# AI Search Engines: 10 Tools Compared for 2026"
   ],
   "launch_year_evidence": [
    "# AI Search Engines: 10 Tools Compared for 2026",
    "It [launched its Deep Research feature in February 2025](https://techcrunch.com/2025/02/15/perplexity-launches-its-own-freemium-deep-research-product/), and that mode iteratively searches, reads documents, and reasons about what to do next to autonomously produce a cited report."
   ],
   "status_evidence": [
    "# AI Search Engines: 10 Tools Compared for 2026",
    "Perplexity is the prosumer choice, positioning itself as a research engine rather than a generic search engine."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://cloro.dev/blog/ai-search-engines",
   "title": "AI Search Engines: 10 Tools Compared for 2026",
   "published_at": "2025-11-27T00:00:00",
   "engine": "ChatGPT Search",
   "launch_year": "2024",
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "# AI Search Engines: 10 Tools Compared for 2026",
    "### 2. [ChatGPT Search](/chatgpt/) (OpenAI)"
   ],
   "launch_year_evidence": [
    "# AI Search Engines: 10 Tools Compared for 2026",
    "OpenAI [launched ChatGPT search on October 31, 2024](https://searchengineland.com/chatgpt-search-officially-launches-447919), pairing real-time web results with inline citations and a \u201cSources\u201d button beneath each answer."
   ],
   "status_evidence": [
    "# AI Search Engines: 10 Tools Compared for 2026",
    "ChatGPT Search is the mainstream giant, and by bolting real-time web access onto the world\u2019s most popular chatbot, OpenAI turned millions of casual chatters into searchers."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://cloro.dev/blog/ai-search-engines",
   "title": "AI Search Engines: 10 Tools Compared for 2026",
   "published_at": "2025-11-27T00:00:00",
   "engine": "Google AI Overviews",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "# AI Search Engines: 10 Tools Compared for 2026",
    "### 3. Google AI Overviews (Gemini)"
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "# AI Search Engines: 10 Tools Compared for 2026",
    "Google AI Overviews (Gemini)\n\n[Google AI Overviews](/ai-overview/) is the incumbent\u2019s defense, and Google has been anything but idle, because [Gemini](/gemini/) now sits at the top of the SERP for most informational queries."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://cloro.dev/blog/ai-search-engines",
   "title": "AI Search Engines: 10 Tools Compared for 2026",
   "published_at": "2025-11-27T00:00:00",
   "engine": "Bing Copilot",
   "launch_year": "2023",
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "# AI Search Engines: 10 Tools Compared for 2026",
    "### 4. Bing Copilot"
   ],
   "launch_year_evidence": [
    "# AI Search Engines: 10 Tools Compared for 2026",
    "Microsoft [embeds Copilot directly in Word, Excel, PowerPoint, Outlook, and Teams](https://www.microsoft.com/en-us/microsoft-365/blog/2023/03/16/introducing-microsoft-365-copilot-a-whole-new-way-to-work/), grounding answers in your calendar, emails, and documents through the Microsoft Graph."
   ],
   "status_evidence": [
    "# AI Search Engines: 10 Tools Compared for 2026",
    "The enterprise workhorse, deeply integrated into Windows and Office."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://cloro.dev/blog/ai-search-engines",
   "title": "AI Search Engines: 10 Tools Compared for 2026",
   "published_at": "2025-11-27T00:00:00",
   "engine": "Grok",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "# AI Search Engines: 10 Tools Compared for 2026",
    "### 5. Grok (xAI)"
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "# AI Search Engines: 10 Tools Compared for 2026",
    "The real-time challenger."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://cloro.dev/blog/ai-search-engines",
   "title": "AI Search Engines: 10 Tools Compared for 2026",
   "published_at": "2025-11-27T00:00:00",
   "engine": "Kagi",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "# AI Search Engines: 10 Tools Compared for 2026",
    "### 6. Kagi"
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "# AI Search Engines: 10 Tools Compared for 2026",
    "The ad-free premium option."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://cloro.dev/blog/ai-search-engines",
   "title": "AI Search Engines: 10 Tools Compared for 2026",
   "published_at": "2025-11-27T00:00:00",
   "engine": "Brave Search API",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "# AI Search Engines: 10 Tools Compared for 2026",
    "### 7. Brave Search API"
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "# AI Search Engines: 10 Tools Compared for 2026",
    "Brave runs its own index rather than reselling Google or Bing."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://cloro.dev/blog/ai-search-engines",
   "title": "AI Search Engines: 10 Tools Compared for 2026",
   "published_at": "2025-11-27T00:00:00",
   "engine": "Exa",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "# AI Search Engines: 10 Tools Compared for 2026",
    "### 8. Exa"
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "# AI Search Engines: 10 Tools Compared for 2026",
    "Exa is a search API purpose-built for models rather than for humans."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://cloro.dev/blog/ai-search-engines",
   "title": "AI Search Engines: 10 Tools Compared for 2026",
   "published_at": "2025-11-27T00:00:00",
   "engine": "Tavily",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "# AI Search Engines: 10 Tools Compared for 2026",
    "### 9. Tavily"
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "# AI Search Engines: 10 Tools Compared for 2026",
    "Tavily positions itself as a web search layer for language models."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://cloro.dev/blog/ai-search-engines",
   "title": "AI Search Engines: 10 Tools Compared for 2026",
   "published_at": "2025-11-27T00:00:00",
   "engine": "You.com API",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "# AI Search Engines: 10 Tools Compared for 2026",
    "### 10. You.com API"
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "# AI Search Engines: 10 Tools Compared for 2026",
    "You.com started as a consumer engine and now sells its retrieval stack to builders."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://claudio-novaglio.com/en/blog/news-updates/google-io-2026-ai-mode-end-of-classic-search",
   "title": "Google I/O 2026: SEO expected the end of classic search, something else arrived",
   "published_at": "2026-05-20T13:30:40",
   "engine": "AI Mode",
   "launch_year": "2025",
   "status": "active",
   "region": "global",
   "category": "AI search",
   "engine_evidence": [
    "# Google I/O 2026: SEO expected the end of classic search, something else arrived",
    "| Announcement | Status | When |",
    "| AI Mode with Gemini 3.5 Flash as the default model | Live | Today, global |"
   ],
   "launch_year_evidence": [
    "# Google I/O 2026: SEO expected the end of classic search, something else arrived",
    "Launched in the US in May 2025 (after the Search Labs pilot in March), AI Mode reached 75 million daily active users and 100 million monthly by the end of November 2025, according to official Google announcements at the time."
   ],
   "status_evidence": [
    "# Google I/O 2026: SEO expected the end of classic search, something else arrived",
    "| Announcement | Status | When |",
    "| AI Mode with Gemini 3.5 Flash as the default model | Live | Today, global |"
   ],
   "region_evidence": [
    "# Google I/O 2026: SEO expected the end of classic search, something else arrived",
    "| Announcement | Status | When |",
    "| AI Mode with Gemini 3.5 Flash as the default model | Live | Today, global |"
   ],
   "category_evidence": [
    "# Google I/O 2026: SEO expected the end of classic search, something else arrived",
    "| Announcement | Status | When |",
    "| AI Mode with Gemini 3.5 Flash as the default model | Live | Today, global |"
   ]
  },
  {
   "url": "https://factually.co/fact-checks/electronics-tech/kagi-vs-brave-search-pricing-plans-comparison-2026-61453e",
   "title": "Kagi vs Brave Search: detailed pricing and plan compar...",
   "published_at": null,
   "engine": "Kagi",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": "AI search",
   "engine_evidence": [
    "Executive summary",
    "Kagi is a paid, user-funded search service that bundles a hybrid index (Teclis, TinyGem) with anonymized calls to other engines and premium features like Lenses and Personalized Results; its model prioritizes an ad-free experience and multi-user plans such as Duo and Family [[1]](https://skywork.ai/skypage/en/Kagi%20Search%20In-Depth%20Review:%20Is%20This%20Ad-Free%20AI%20Search%20Engine%20Worth%20It%3F/1973803829731323904)[[2]](https://help.kagi.com/kagi/why-kagi/kagi-vs-competition.html)."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "Executive summary",
    "The practical trade-off in 2026 is cost versus convenience: Kagi charges subscription fees for consistently ad-free, feature-rich searching, while Brave gives a capable free product and a lower-friction paid opt-out for ads."
   ],
   "region_evidence": null,
   "category_evidence": [
    "Executive summary",
    "Kagi is a paid, user-funded search service that bundles a hybrid index (Teclis, TinyGem) with anonymized calls to other engines and premium features like Lenses and Personalized Results; its model prioritizes an ad-free experience and multi-user plans such as Duo and Family [[1]](https://skywork.ai/skypage/en/Kagi%20Search%20In-Depth%20Review:%20Is%20This%20Ad-Free%20AI%20Search%20Engine%20Worth%20It%3F/1973803829731323904)[[2]](https://help.kagi.com/kagi/why-kagi/kagi-vs-competition.html)."
   ]
  },
  {
   "url": "https://factually.co/fact-checks/electronics-tech/kagi-vs-brave-search-pricing-plans-comparison-2026-61453e",
   "title": "Kagi vs Brave Search: detailed pricing and plan compar...",
   "published_at": null,
   "engine": "Brave Search",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": "AI search",
   "engine_evidence": [
    "Executive summary",
    "Brave Search is a primarily ad-funded independent index that offers a free tier with ads, an opt-out paid ad-free option, and a developer API with free quotas [[3]](https://help.kagi.com/kagi/why-kagi/kagi-vs-brave.html)[[4]](https://topbusinesssoftware.com/compare/Kagi-vs-Brave-Search/)."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "Executive summary",
    "The practical trade-off in 2026 is cost versus convenience: Kagi charges subscription fees for consistently ad-free, feature-rich searching, while Brave gives a capable free product and a lower-friction paid opt-out for ads."
   ],
   "region_evidence": null,
   "category_evidence": [
    "Executive summary",
    "Brave Search is a primarily ad-funded independent index that offers a free tier with ads, an opt-out paid ad-free option, and a developer API with free quotas [[3]](https://help.kagi.com/kagi/why-kagi/kagi-vs-brave.html)[[4]](https://topbusinesssoftware.com/compare/Kagi-vs-Brave-Search/)."
   ]
  },
  {
   "url": "https://mcp.pub/servers/duckduckgo-felo-ai-search",
   "title": "DuckDuckGo & Felo AI Search MCP Server \u2013 Features, Use Cases, Setup & Alternatives - MCP.Pub",
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    "# DuckDuckGo & Felo AI Search",
    "DuckDuckGo & Felo AI Search is a Model Context Protocol (MCP) server that provides fast, privacy-friendly web search and AI-powered answers.",
    "- **web-search**: Search the web using DuckDuckGo HTML with configurable results."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "DuckDuckGo & Felo AI Search",
    "duckduckgo-felo-ai-search 35 stars updated 2026-02-09 Active **8.6**"
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   "url": "https://mcp.pub/servers/duckduckgo-felo-ai-search",
   "title": "DuckDuckGo & Felo AI Search MCP Server \u2013 Features, Use Cases, Setup & Alternatives - MCP.Pub",
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   "engine": "Felo AI Search",
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   "url": "https://mcp.pub/servers/duckduckgo-felo-ai-search",
   "title": "DuckDuckGo & Felo AI Search MCP Server \u2013 Features, Use Cases, Setup & Alternatives - MCP.Pub",
   "published_at": "2026-05-29T09:37:41",
   "engine": "IAsk AI",
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   "status": "active",
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   "engine_evidence": [
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    "- **iask-search**: AI-powered search via IAsk AI with modes for question, academic, forums, wiki, or thinking."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "DuckDuckGo & Felo AI Search",
    "duckduckgo-felo-ai-search 35 stars updated 2026-02-09 Active **8.6**"
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   "url": "https://mcp.pub/servers/duckduckgo-felo-ai-search",
   "title": "DuckDuckGo & Felo AI Search MCP Server \u2013 Features, Use Cases, Setup & Alternatives - MCP.Pub",
   "published_at": "2026-05-29T09:37:41",
   "engine": "Monica AI",
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   "status": "active",
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   "engine_evidence": [
    "DuckDuckGo & Felo AI Search",
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    "- **monica-search**: Search using Monica AI for queries."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "DuckDuckGo & Felo AI Search",
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   "url": "https://mcp.pub/servers/duckduckgo-felo-ai-search",
   "title": "DuckDuckGo & Felo AI Search MCP Server \u2013 Features, Use Cases, Setup & Alternatives - MCP.Pub",
   "published_at": "2026-05-29T09:37:41",
   "engine": "Brave AI",
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  {
   "url": "https://klymentiev.com/blog/free-chatgpt-alternatives",
   "title": "Free ChatGPT Alternatives in 2026: 9 Compared",
   "published_at": "2026-06-30T00:00:00",
   "engine": "Perplexity",
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   "status": "active",
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   "engine_evidence": [
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    "| Perplexity | Multiple, with web search | Free tier with sources | Optional | Researched answers with citations |",
    "Perplexity",
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    "If you want cited answers, Perplexity's free tier wins; if you want privacy, DuckDuckGo AI Chat runs frontier models anonymously."
   ],
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   "status_evidence": [
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    "| Perplexity | Multiple, with web search | Free tier with sources | Optional | Researched answers with citations |",
    "Perplexity",
    "The best free ChatGPT alternatives in 2026 are Google Gemini, DeepSeek, and Microsoft Copilot, each giving real capability at $0 without a paid plan.",
    "If you want cited answers, Perplexity's free tier wins; if you want privacy, DuckDuckGo AI Chat runs frontier models anonymously."
   ],
   "region_evidence": null,
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  {
   "url": "https://factually.co/topics/search-engine-relevance",
   "title": "Search engine relevance | Factually",
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   "engine": "Perplexity",
   "launch_year": null,
   "status": null,
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   "category": null,
   "engine_evidence": [
    "Search engine relevance",
    "Comparison of search result relevance among different search engines",
    "duckduckgo vs perplexity",
    "while Perplexity is an AI-native search assista..."
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
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  },
  {
   "url": "https://eyerys.com/articles/news/browser-company-ends-arc-focus-developing-ai-driven-browser-dia",
   "title": "The Browser Company Ends Arc To Focus On Developing AI-Driven Browser 'Dia'",
   "published_at": "2025-05-27T17:00:00",
   "engine": "Arc Search",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": "AI search engine and browser",
   "engine_evidence": [
    "Building on this foundation, [the company launched Arc Search](https://www.eyerys.com/articles/news/arc-search-blends-ai-search-engine-and-browser-create-one-experience), a mobile experience that goes beyond traditional search engines by curating and summarizing information from multiple sources\u2014essentially bypassing the conventional search results page."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "Building on this foundation, [the company launched Arc Search](https://www.eyerys.com/articles/news/arc-search-blends-ai-search-engine-and-browser-create-one-experience), a mobile experience that goes beyond traditional search engines by curating and summarizing information from multiple sources\u2014essentially bypassing the conventional search results page."
   ],
   "region_evidence": null,
   "category_evidence": [
    "Building on this foundation, [the company launched Arc Search](https://www.eyerys.com/articles/news/arc-search-blends-ai-search-engine-and-browser-create-one-experience), a mobile experience that goes beyond traditional search engines by curating and summarizing information from multiple sources\u2014essentially bypassing the conventional search results page."
   ]
  },
  {
   "url": "https://honeyb.ai/blog/best-ai-search-engines-2026",
   "title": "10 Best AI Search Engines in 2026 (Tested and Compared)",
   "published_at": "2026-06-12T00:00:00",
   "engine": "ChatGPT Search",
   "launch_year": null,
   "status": null,
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   "category": null,
   "engine_evidence": [
    "This guide covers the 10 AI search engines worth using in 2026.",
    "## The 10 best AI search engines at a glance",
    "| ChatGPT Search | General research and buyer-stage questions | GPT-class (OpenAI) | Yes | Yes |"
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
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  },
  {
   "url": "https://honeyb.ai/blog/best-ai-search-engines-2026",
   "title": "10 Best AI Search Engines in 2026 (Tested and Compared)",
   "published_at": "2026-06-12T00:00:00",
   "engine": "Perplexity",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "This guide covers the 10 AI search engines worth using in 2026.",
    "## The 10 best AI search engines at a glance",
    "| Perplexity | Sourced answers you need to verify | Multiple, user-selectable | Yes, prominent | Yes |"
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
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  },
  {
   "url": "https://honeyb.ai/blog/best-ai-search-engines-2026",
   "title": "10 Best AI Search Engines in 2026 (Tested and Compared)",
   "published_at": "2026-06-12T00:00:00",
   "engine": "Google AI Mode",
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   "status": null,
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   "engine_evidence": [
    "This guide covers the 10 AI search engines worth using in 2026.",
    "## The 10 best AI search engines at a glance",
    "| Google AI Mode | Everyday search with the widest reach | Gemini | Yes | Yes |"
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
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  },
  {
   "url": "https://honeyb.ai/blog/best-ai-search-engines-2026",
   "title": "10 Best AI Search Engines in 2026 (Tested and Compared)",
   "published_at": "2026-06-12T00:00:00",
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   "category": null,
   "engine_evidence": [
    "This guide covers the 10 AI search engines worth using in 2026.",
    "## The 10 best AI search engines at a glance",
    "| Google Gemini | Multimodal and Google Workspace work | Gemini | Yes | Yes |"
   ],
   "launch_year_evidence": null,
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  },
  {
   "url": "https://honeyb.ai/blog/best-ai-search-engines-2026",
   "title": "10 Best AI Search Engines in 2026 (Tested and Compared)",
   "published_at": "2026-06-12T00:00:00",
   "engine": "Claude",
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   "category": null,
   "engine_evidence": [
    "This guide covers the 10 AI search engines worth using in 2026.",
    "## The 10 best AI search engines at a glance",
    "| Claude | Reasoning, writing, and coding depth | Claude (Anthropic) | Yes | Yes |"
   ],
   "launch_year_evidence": null,
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  },
  {
   "url": "https://honeyb.ai/blog/best-ai-search-engines-2026",
   "title": "10 Best AI Search Engines in 2026 (Tested and Compared)",
   "published_at": "2026-06-12T00:00:00",
   "engine": "Microsoft Copilot",
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   "engine_evidence": [
    "This guide covers the 10 AI search engines worth using in 2026.",
    "## The 10 best AI search engines at a glance",
    "| Microsoft Copilot | Free GPT-class search in Windows and Edge | GPT-class via Bing | Yes | Yes |"
   ],
   "launch_year_evidence": null,
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  },
  {
   "url": "https://honeyb.ai/blog/best-ai-search-engines-2026",
   "title": "10 Best AI Search Engines in 2026 (Tested and Compared)",
   "published_at": "2026-06-12T00:00:00",
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   "engine_evidence": [
    "This guide covers the 10 AI search engines worth using in 2026.",
    "## The 10 best AI search engines at a glance",
    "| Grok | Real-time and current-events queries | Grok (xAI) | Yes | Yes, rate-limited |"
   ],
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  {
   "url": "https://honeyb.ai/blog/best-ai-search-engines-2026",
   "title": "10 Best AI Search Engines in 2026 (Tested and Compared)",
   "published_at": "2026-06-12T00:00:00",
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   "category": null,
   "engine_evidence": [
    "This guide covers the 10 AI search engines worth using in 2026.",
    "## The 10 best AI search engines at a glance",
    "| Brave Search | Privacy with an independent index | Brave model on own index | Yes | Yes |"
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
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  },
  {
   "url": "https://honeyb.ai/blog/best-ai-search-engines-2026",
   "title": "10 Best AI Search Engines in 2026 (Tested and Compared)",
   "published_at": "2026-06-12T00:00:00",
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   "engine_evidence": [
    "This guide covers the 10 AI search engines worth using in 2026.",
    "## The 10 best AI search engines at a glance",
    "| DuckDuckGo AI | Anonymous access to several models | Multiple, anonymised | Limited | Yes |"
   ],
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  },
  {
   "url": "https://honeyb.ai/blog/best-ai-search-engines-2026",
   "title": "10 Best AI Search Engines in 2026 (Tested and Compared)",
   "published_at": "2026-06-12T00:00:00",
   "engine": "Kagi",
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   "category": null,
   "engine_evidence": [
    "This guide covers the 10 AI search engines worth using in 2026.",
    "## The 10 best AI search engines at a glance",
    "| Kagi | Ad-free search with AI answers | Multiple, user-selectable | Yes | No, paid only |"
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
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   "category_evidence": null
  },
  {
   "url": "https://9to5google.com/2025/02/24/microsoft-bing-copilot-search-google-ai-mode",
   "title": "Microsoft Bing tests \u2018Copilot Search\u2019 mode ahead of Google Search\u2019s \u2018AI Mode\u2019",
   "published_at": "2025-02-24T17:15:00",
   "engine": "Copilot Search",
   "launch_year": "2025",
   "status": "active",
   "region": "United States",
   "category": "AI search",
   "engine_evidence": [
    "We\u2019ve reported that Google is working on an \u201cAI Mode\u201d for Search, and it seems Microsoft is going to do the same thing with Bing with a new \u201cCopilot Search\u201d mode.",
    "Microsoft is now adding a new \u201cCopilot Search\u201d mode for Bing."
   ],
   "launch_year_evidence": [
    "This new mode was spotted by *[Windows Latest](https://www.windowslatest.com/2025/02/24/exclusive-microsoft-bing-tests-ai-search-that-replaces-blue-links-like-google-ai-mode/)*, with Bing showing \u201csearch results\u201d as generated by Copilot on the entire page."
   ],
   "status_evidence": [
    "We found that this is live on our account in the United States, with \u201cCopilot Search\u201d appearing in an overflow menu alongside other search filters."
   ],
   "region_evidence": [
    "We found that this is live on our account in the United States, with \u201cCopilot Search\u201d appearing in an overflow menu alongside other search filters."
   ],
   "category_evidence": [
    "We\u2019ve reported that Google is working on an \u201cAI Mode\u201d for Search, and it seems Microsoft is going to do the same thing with Bing with a new \u201cCopilot Search\u201d mode.",
    "Microsoft is now adding a new \u201cCopilot Search\u201d mode for Bing."
   ]
  },
  {
   "url": "https://skywork.ai/blog/models/genspark-wiki-official-access-features-quick-guide",
   "title": "Genspark Wiki: Official Access, Features & Quick Guide, Click to Use! - Skywork",
   "published_at": "2026-04-10T03:32:53",
   "engine": "Genspark",
   "launch_year": "2024",
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "# Genspark Wiki: Official Access, Features & Quick Guide, Click to Use!",
    "Genspark (genspark.ai) is a revolutionary AI-powered search engine and comprehensive AI workspace that launched in June 2024."
   ],
   "launch_year_evidence": [
    "# Genspark Wiki: Official Access, Features & Quick Guide, Click to Use!",
    "Genspark (genspark.ai) is a revolutionary AI-powered search engine and comprehensive AI workspace that launched in June 2024."
   ],
   "status_evidence": [
    "# Genspark Wiki: Official Access, Features & Quick Guide, Click to Use!",
    "Discover how Genspark transforms search and productivity with AI-powered Sparkpages, Super Agent, and 70+ integrated AI models",
    "The platform has rapidly evolved from a search-focused tool into a complete AI workspace featuring over 70 AI models and specialized tools for research, productivity, content creation, and automated workflows."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://tech.yahoo.com/ai/gemini/articles/googles-ai-search-box-along-174500171.html",
   "title": "Google's new AI Search box is here - along with agents and 5 more upgrades",
   "published_at": "2026-05-19T17:45:00",
   "engine": "Google Search",
   "launch_year": "2026",
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "# Google's new AI Search box is here - along with agents and 5 more upgrades",
    "Google Search is getting a new AI Search box."
   ],
   "launch_year_evidence": [
    "# Google's new AI Search box is here - along with agents and 5 more upgrades",
    "At [I/O 2026](https://tech.yahoo.com/ai/gemini/articles/everything-saw-google-o-gemini-050500625.html), Google announced a bunch of Search updates that made it clear the product is becoming something more conversational, more personal, and more like an assistant that can do things for me."
   ],
   "status_evidence": [
    "# Google's new AI Search box is here - along with agents and 5 more upgrades",
    "According to Google, AI Mode has passed one billion monthly users."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://aideck.website/he/tools/kagi-search",
   "title": "Kagi Search Review 2026: Ad-Free AI Search",
   "published_at": null,
   "engine": "Kagi Search",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "# Kagi Search",
    "Kagi Search \u05d4\u05d5\u05d0 \u05db\u05dc\u05d9 AI \u05d1\u05ea\u05e9\u05dc\u05d5\u05dd \u05d4\u05de\u05ea\u05d0\u05d9\u05dd \u05d1\u05d9\u05d5\u05ea\u05e8 \u05dcPower users who search 50+ times daily, Privacy-conscious professionals.",
    "Kagi is a subscription-based search engine designed to eliminate ads and prioritize content quality over engagement metrics."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "# Kagi Search",
    "Updated March 2026",
    "Kagi is a subscription-based search engine designed to eliminate ads and prioritize content quality over engagement metrics."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://zplatform.ai/alternatives/mistral",
   "title": "Best Mistral Alternatives in 2026: 15 Tools Tested and Compared",
   "published_at": "2026-07-20T00:29:15",
   "engine": "Perplexity",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "# Best Mistral Alternatives in 2026: 15 Tools Tested and Compared",
    "A search engine like Perplexity and a local runner like Ollama are both \u201calternatives to Mistral,\u201d but they solve completely different problems.",
    "### Perplexity: The Research Fix for Mistral\u2019s Weak Web Search",
    "Perplexity replaces Mistral for the one job Le Chat users complain about most: cited, source-backed web research."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "# Best Mistral Alternatives in 2026: 15 Tools Tested and Compared",
    "### Perplexity: The Research Fix for Mistral\u2019s Weak Web Search",
    "Perplexity replaces Mistral for the one job Le Chat users complain about most: cited, source-backed web research."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://zplatform.ai/alternatives/mistral",
   "title": "Best Mistral Alternatives in 2026: 15 Tools Tested and Compared",
   "published_at": "2026-07-20T00:29:15",
   "engine": "Andi",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "# Best Mistral Alternatives in 2026: 15 Tools Tested and Compared",
    "Here\u2019s every alternative to Mistral in this guide at a glance.",
    "| Tool | Best for | Free tier | Paid entry | Standout feature |",
    "| Andi | Private free search | Yes (unlimited) | No consumer tier yet | No login, ads, or tracking |",
    "Andi\u2019s search is free and unlimited with no login required, a useful fix for Mistral\u2019s weak web search."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "# Best Mistral Alternatives in 2026: 15 Tools Tested and Compared",
    "Here\u2019s every alternative to Mistral in this guide at a glance.",
    "| Tool | Best for | Free tier | Paid entry | Standout feature |",
    "| Andi | Private free search | Yes (unlimited) | No consumer tier yet | No login, ads, or tracking |",
    "Andi\u2019s search is free and unlimited with no login required, a useful fix for Mistral\u2019s weak web search."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://aifloxium.online/blog/best-ai-search-engines-2026",
   "title": "Best AI Search Engines 2026: Perplexity vs ChatGPT",
   "published_at": "2026-07-10T00:00:00",
   "engine": "Perplexity",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": "AI search",
   "engine_evidence": [
    "# Best AI Search Engines 2026: Perplexity vs ChatGPT",
    "### 1. Perplexity \u2014 best overall",
    "Perplexity was built from the ground up as a search engine, and it shows."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "# Best AI Search Engines 2026: Perplexity vs ChatGPT",
    "### 1. Perplexity \u2014 best overall",
    "Perplexity was built from the ground up as a search engine, and it shows."
   ],
   "region_evidence": null,
   "category_evidence": [
    "# Best AI Search Engines 2026: Perplexity vs ChatGPT",
    "An AI search engine (or \"answer engine\") reads the web for you and returns a direct, synthesized answer \u2014 usually with citations \u2014 instead of a list of links.",
    "### 1. Perplexity \u2014 best overall",
    "Perplexity was built from the ground up as a search engine, and it shows."
   ]
  },
  {
   "url": "https://aifloxium.online/blog/best-ai-search-engines-2026",
   "title": "Best AI Search Engines 2026: Perplexity vs ChatGPT",
   "published_at": "2026-07-10T00:00:00",
   "engine": "Google AI Mode / AI Overviews",
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   "engine_evidence": [
    "# Best AI Search Engines 2026: Perplexity vs ChatGPT",
    "### 2. Google AI Mode / AI Overviews \u2014 best mainstream replacement",
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    "# Best AI Search Engines 2026: Perplexity vs ChatGPT",
    "### 2. Google AI Mode / AI Overviews \u2014 best mainstream replacement",
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    "# Best AI Search Engines 2026: Perplexity vs ChatGPT",
    "An AI search engine (or \"answer engine\") reads the web for you and returns a direct, synthesized answer \u2014 usually with citations \u2014 instead of a list of links.",
    "### 2. Google AI Mode / AI Overviews \u2014 best mainstream replacement",
    "Google's AI Mode brings synthesized, cited answers to the world's biggest index."
   ]
  },
  {
   "url": "https://aifloxium.online/blog/best-ai-search-engines-2026",
   "title": "Best AI Search Engines 2026: Perplexity vs ChatGPT",
   "published_at": "2026-07-10T00:00:00",
   "engine": "ChatGPT Search",
   "launch_year": null,
   "status": "active",
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   "engine_evidence": [
    "# Best AI Search Engines 2026: Perplexity vs ChatGPT",
    "### 3. ChatGPT Search \u2014 best if you live in ChatGPT",
    "ChatGPT added search on top of its language model, so it's best when you want to **blend answers with generation** \u2014 research, then draft, then code, in one place."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "# Best AI Search Engines 2026: Perplexity vs ChatGPT",
    "### 3. ChatGPT Search \u2014 best if you live in ChatGPT",
    "ChatGPT added search on top of its language model, so it's best when you want to **blend answers with generation** \u2014 research, then draft, then code, in one place."
   ],
   "region_evidence": null,
   "category_evidence": [
    "# Best AI Search Engines 2026: Perplexity vs ChatGPT",
    "An AI search engine (or \"answer engine\") reads the web for you and returns a direct, synthesized answer \u2014 usually with citations \u2014 instead of a list of links.",
    "### 3. ChatGPT Search \u2014 best if you live in ChatGPT",
    "ChatGPT added search on top of its language model, so it's best when you want to **blend answers with generation** \u2014 research, then draft, then code, in one place."
   ]
  },
  {
   "url": "https://aifloxium.online/blog/best-ai-search-engines-2026",
   "title": "Best AI Search Engines 2026: Perplexity vs ChatGPT",
   "published_at": "2026-07-10T00:00:00",
   "engine": "Microsoft Copilot",
   "launch_year": null,
   "status": "active",
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   "engine_evidence": [
    "# Best AI Search Engines 2026: Perplexity vs ChatGPT",
    "### 4. Microsoft Copilot \u2014 best for Microsoft users",
    "Copilot brings AI search into Windows, Edge, and Microsoft 365."
   ],
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   "status_evidence": [
    "# Best AI Search Engines 2026: Perplexity vs ChatGPT",
    "### 4. Microsoft Copilot \u2014 best for Microsoft users",
    "Copilot brings AI search into Windows, Edge, and Microsoft 365."
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    "# Best AI Search Engines 2026: Perplexity vs ChatGPT",
    "An AI search engine (or \"answer engine\") reads the web for you and returns a direct, synthesized answer \u2014 usually with citations \u2014 instead of a list of links.",
    "### 4. Microsoft Copilot \u2014 best for Microsoft users",
    "If your work lives in Office, it's the most convenient answer engine \u2014 grounded, cited, and integrated where you already are."
   ]
  },
  {
   "url": "https://aifloxium.online/blog/best-ai-search-engines-2026",
   "title": "Best AI Search Engines 2026: Perplexity vs ChatGPT",
   "published_at": "2026-07-10T00:00:00",
   "engine": "Gemini",
   "launch_year": null,
   "status": "active",
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   "category": "AI search",
   "engine_evidence": [
    "# Best AI Search Engines 2026: Perplexity vs ChatGPT",
    "Google's Gemini pairs strong search grounding with best-in-class **image and video generation** and deep integration across Google apps \u2014 a great multimodal all-rounder."
   ],
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    "# Best AI Search Engines 2026: Perplexity vs ChatGPT",
    "Google's Gemini pairs strong search grounding with best-in-class **image and video generation** and deep integration across Google apps \u2014 a great multimodal all-rounder."
   ],
   "region_evidence": null,
   "category_evidence": [
    "# Best AI Search Engines 2026: Perplexity vs ChatGPT",
    "An AI search engine (or \"answer engine\") reads the web for you and returns a direct, synthesized answer \u2014 usually with citations \u2014 instead of a list of links.",
    "Google's Gemini pairs strong search grounding with best-in-class **image and video generation** and deep integration across Google apps \u2014 a great multimodal all-rounder."
   ]
  },
  {
   "url": "https://aifloxium.online/blog/best-ai-search-engines-2026",
   "title": "Best AI Search Engines 2026: Perplexity vs ChatGPT",
   "published_at": "2026-07-10T00:00:00",
   "engine": "Phind",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": "developer search",
   "engine_evidence": [
    "# Best AI Search Engines 2026: Perplexity vs ChatGPT",
    "### 6. Phind \u2014 best for developers",
    "Phind focuses on **developer knowledge sources**, delivering tight, accurate answers for debugging, docs lookups, and technical comparisons, with clean code blocks and context-aware follow-ups."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "# Best AI Search Engines 2026: Perplexity vs ChatGPT",
    "### 6. Phind \u2014 best for developers",
    "Phind focuses on **developer knowledge sources**, delivering tight, accurate answers for debugging, docs lookups, and technical comparisons, with clean code blocks and context-aware follow-ups."
   ],
   "region_evidence": null,
   "category_evidence": [
    "# Best AI Search Engines 2026: Perplexity vs ChatGPT",
    "An AI search engine (or \"answer engine\") reads the web for you and returns a direct, synthesized answer \u2014 usually with citations \u2014 instead of a list of links.",
    "### 6. Phind \u2014 best for developers",
    "Phind focuses on **developer knowledge sources**, delivering tight, accurate answers for debugging, docs lookups, and technical comparisons, with clean code blocks and context-aware follow-ups."
   ]
  },
  {
   "url": "https://aifloxium.online/blog/best-ai-search-engines-2026",
   "title": "Best AI Search Engines 2026: Perplexity vs ChatGPT",
   "published_at": "2026-07-10T00:00:00",
   "engine": "You.com",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": "AI search",
   "engine_evidence": [
    "# Best AI Search Engines 2026: Perplexity vs ChatGPT",
    "### 7. You.com & Brave Search \u2014 best flexible / independent",
    "**You.com** lets you route between multiple models and modes; **Brave Search** offers an independent index with optional AI answers and a privacy bent \u2014 both solid alternatives to the big players."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "# Best AI Search Engines 2026: Perplexity vs ChatGPT",
    "### 7. You.com & Brave Search \u2014 best flexible / independent",
    "**You.com** lets you route between multiple models and modes; **Brave Search** offers an independent index with optional AI answers and a privacy bent \u2014 both solid alternatives to the big players."
   ],
   "region_evidence": null,
   "category_evidence": [
    "# Best AI Search Engines 2026: Perplexity vs ChatGPT",
    "An AI search engine (or \"answer engine\") reads the web for you and returns a direct, synthesized answer \u2014 usually with citations \u2014 instead of a list of links.",
    "### 7. You.com & Brave Search \u2014 best flexible / independent",
    "**You.com** lets you route between multiple models and modes; **Brave Search** offers an independent index with optional AI answers and a privacy bent \u2014 both solid alternatives to the big players."
   ]
  },
  {
   "url": "https://aifloxium.online/blog/best-ai-search-engines-2026",
   "title": "Best AI Search Engines 2026: Perplexity vs ChatGPT",
   "published_at": "2026-07-10T00:00:00",
   "engine": "Brave Search",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": "AI search",
   "engine_evidence": [
    "# Best AI Search Engines 2026: Perplexity vs ChatGPT",
    "### 7. You.com & Brave Search \u2014 best flexible / independent",
    "**You.com** lets you route between multiple models and modes; **Brave Search** offers an independent index with optional AI answers and a privacy bent \u2014 both solid alternatives to the big players."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "# Best AI Search Engines 2026: Perplexity vs ChatGPT",
    "### 7. You.com & Brave Search \u2014 best flexible / independent",
    "**You.com** lets you route between multiple models and modes; **Brave Search** offers an independent index with optional AI answers and a privacy bent \u2014 both solid alternatives to the big players."
   ],
   "region_evidence": null,
   "category_evidence": [
    "# Best AI Search Engines 2026: Perplexity vs ChatGPT",
    "An AI search engine (or \"answer engine\") reads the web for you and returns a direct, synthesized answer \u2014 usually with citations \u2014 instead of a list of links.",
    "### 7. You.com & Brave Search \u2014 best flexible / independent",
    "**You.com** lets you route between multiple models and modes; **Brave Search** offers an independent index with optional AI answers and a privacy bent \u2014 both solid alternatives to the big players."
   ]
  },
  {
   "url": "https://aifloxium.online/blog/best-ai-search-engines-2026",
   "title": "Best AI Search Engines 2026: Perplexity vs ChatGPT",
   "published_at": "2026-07-10T00:00:00",
   "engine": "DuckDuckGo",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": "AI search",
   "engine_evidence": [
    "# Best AI Search Engines 2026: Perplexity vs ChatGPT",
    "### 8. DuckDuckGo \u2014 best for privacy",
    "DuckDuckGo gives you AI-assisted answers **without harvesting your search history**, and lets you fully opt out of AI features."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "# Best AI Search Engines 2026: Perplexity vs ChatGPT",
    "### 8. DuckDuckGo \u2014 best for privacy",
    "DuckDuckGo gives you AI-assisted answers **without harvesting your search history**, and lets you fully opt out of AI features."
   ],
   "region_evidence": null,
   "category_evidence": [
    "# Best AI Search Engines 2026: Perplexity vs ChatGPT",
    "An AI search engine (or \"answer engine\") reads the web for you and returns a direct, synthesized answer \u2014 usually with citations \u2014 instead of a list of links.",
    "### 8. DuckDuckGo \u2014 best for privacy",
    "DuckDuckGo gives you AI-assisted answers **without harvesting your search history**, and lets you fully opt out of AI features."
   ]
  },
  {
   "url": "https://aifloxium.online/blog/best-ai-search-engines-2026",
   "title": "Best AI Search Engines 2026: Perplexity vs ChatGPT",
   "published_at": "2026-07-10T00:00:00",
   "engine": "Grok",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": "AI search",
   "engine_evidence": [
    "# Best AI Search Engines 2026: Perplexity vs ChatGPT",
    "### 9. Grok \u2014 best for real-time trends",
    "Grok's live access to X makes it uniquely strong for **breaking news and real-time sentiment** \u2014 the tool to reach for when you need the pulse of right now."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "# Best AI Search Engines 2026: Perplexity vs ChatGPT",
    "### 9. Grok \u2014 best for real-time trends",
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   ],
   "region_evidence": null,
   "category_evidence": [
    "# Best AI Search Engines 2026: Perplexity vs ChatGPT",
    "An AI search engine (or \"answer engine\") reads the web for you and returns a direct, synthesized answer \u2014 usually with citations \u2014 instead of a list of links.",
    "### 9. Grok \u2014 best for real-time trends",
    "Grok's live access to X makes it uniquely strong for **breaking news and real-time sentiment** \u2014 the tool to reach for when you need the pulse of right now."
   ]
  },
  {
   "url": "https://searchengineland.com/google-ai-mode-launch-deep-search-455654",
   "title": "Google launches AI Mode to all U.S. searchers with new features",
   "published_at": "2025-05-20T17:45:00",
   "engine": "AI Mode",
   "launch_year": "2025",
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "Google launches AI Mode to all U.S. searchers with new features",
    "Google AI Mode is now available to all U.S. searchers without having to opt into it within Search Labs."
   ],
   "launch_year_evidence": [
    "Google launches AI Mode to all U.S. searchers with new features",
    "When Google [announced AI Mode](https://searchengineland.com/google-begins-testing-ai-mode-while-rolling-out-gemini-2-0-ai-overviews-452993) in March, it was only available to U.S. users to opt into via Search Labs, now you no longer need to opt into it."
   ],
   "status_evidence": [
    "Google launches AI Mode to all U.S. searchers with new features",
    "Google AI Mode is now available to all U.S. searchers without having to opt into it within Search Labs."
   ],
   "region_evidence": null,
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  },
  {
   "url": "https://searchengineland.com/google-ai-mode-launch-deep-search-455654",
   "title": "Google launches AI Mode to all U.S. searchers with new features",
   "published_at": "2025-05-20T17:45:00",
   "engine": "Copilot Search in Bing",
   "launch_year": "2023",
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "Google launches AI Mode to all U.S. searchers with new features",
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   ],
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    "Google launches AI Mode to all U.S. searchers with new features",
    "Well, it should, it is what Microsoft called its AI search feature \u2013 Deep Search with Bing back in December 2023."
   ],
   "status_evidence": [
    "Google launches AI Mode to all U.S. searchers with new features",
    "Microsoft has since [renamed it Copilot Search in Bing](https://searchengineland.com/microsoft-officially-launches-copilot-search-in-bing-453958)."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://aivario.com/tools/perplexity",
   "title": "Perplexity Review 2026",
   "published_at": null,
   "engine": "Perplexity",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "## What is Perplexity?",
    "Perplexity is an AI-powered answer engine with cited sources, starting at $0 with a paid Pro plan at $20/month."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "## What is Perplexity?",
    "Perplexity is an AI-powered answer engine with cited sources, starting at $0 with a paid Pro plan at $20/month."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://boredreading.com/read/171759495",
   "title": "Introducing Kagi Assistants",
   "published_at": "2025-11-20T12:00:02",
   "engine": "Quick Assistant",
   "launch_year": "2025",
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "Today we're releasing two research assistants: Quick Assistant and Research Assistant (previously named Ki during beta).",
    "Kagi Quick Assistant and Research Assistant ([documentation here](https://help.kagi.com/kagi/ai/kagi-research.html)) are Kagi\u2019s flagship research assistants."
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   "launch_year_evidence": [
    "Today we're releasing two research assistants: Quick Assistant and Research Assistant (previously named Ki during beta)."
   ],
   "status_evidence": [
    "Today we're releasing two research assistants: Quick Assistant and Research Assistant (previously named Ki during beta)."
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   "region_evidence": null,
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  },
  {
   "url": "https://boredreading.com/read/171759495",
   "title": "Introducing Kagi Assistants",
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   "engine": "Research Assistant",
   "launch_year": "2025",
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "Today we're releasing two research assistants: Quick Assistant and Research Assistant (previously named Ki during beta).",
    "Kagi Quick Assistant and Research Assistant ([documentation here](https://help.kagi.com/kagi/ai/kagi-research.html)) are Kagi\u2019s flagship research assistants."
   ],
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    "Today we're releasing two research assistants: Quick Assistant and Research Assistant (previously named Ki during beta)."
   ],
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    "Today we're releasing two research assistants: Quick Assistant and Research Assistant (previously named Ki during beta)."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://prnewswire.com/news-releases/metamenu-launches-signal-at-commercenext-2026-to-help-dtc-brands-improve-their-ai-search-visibility-302809545.html",
   "title": "Metamenu launches Signal at CommerceNext 2026 to help DTC brands improve their AI search visibility",
   "published_at": "2026-06-24T16:16:00",
   "engine": "Perplexity",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "# Metamenu launches Signal at CommerceNext 2026 to help DTC brands improve their AI search visibility",
    "Metamenu's new weekly tracker shows DTC brands how they appear across ChatGPT, Perplexity, Gemini, and Google AI Overviews, paired with a managed content engine to act on the insights."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "# Metamenu launches Signal at CommerceNext 2026 to help DTC brands improve their AI search visibility",
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   "region_evidence": null,
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  },
  {
   "url": "https://prnewswire.com/news-releases/metamenu-launches-signal-at-commercenext-2026-to-help-dtc-brands-improve-their-ai-search-visibility-302809545.html",
   "title": "Metamenu launches Signal at CommerceNext 2026 to help DTC brands improve their AI search visibility",
   "published_at": "2026-06-24T16:16:00",
   "engine": "Google AI Overviews",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "# Metamenu launches Signal at CommerceNext 2026 to help DTC brands improve their AI search visibility",
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   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "# Metamenu launches Signal at CommerceNext 2026 to help DTC brands improve their AI search visibility",
    "Metamenu's new weekly tracker shows DTC brands how they appear across ChatGPT, Perplexity, Gemini, and Google AI Overviews, paired with a managed content engine to act on the insights."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://stackmatix.com/blog/best-ai-search-engine-2026",
   "title": "Best AI Search Engine 2026: Which One Should You Use?",
   "published_at": "2026-01-15T17:13:10",
   "engine": "ChatGPT (OpenAI)",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "# Top AI Search Engines Compared for 2026",
    "Here are the top AI search platforms ranked by monthly active users as of early 2026.",
    "| 1 | ChatGPT (OpenAI) | 800 million |"
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "# Top AI Search Engines Compared for 2026",
    "Here are the top AI search platforms ranked by monthly active users as of early 2026.",
    "| 1 | ChatGPT (OpenAI) | 800 million |"
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   "category_evidence": null
  },
  {
   "url": "https://stackmatix.com/blog/best-ai-search-engine-2026",
   "title": "Best AI Search Engine 2026: Which One Should You Use?",
   "published_at": "2026-01-15T17:13:10",
   "engine": "Google Gemini",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "# Top AI Search Engines Compared for 2026",
    "Here are the top AI search platforms ranked by monthly active users as of early 2026.",
    "| 2 | Google Gemini | 650 million |"
   ],
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   "status_evidence": [
    "# Top AI Search Engines Compared for 2026",
    "Here are the top AI search platforms ranked by monthly active users as of early 2026.",
    "| 2 | Google Gemini | 650 million |"
   ],
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   "category_evidence": null
  },
  {
   "url": "https://stackmatix.com/blog/best-ai-search-engine-2026",
   "title": "Best AI Search Engine 2026: Which One Should You Use?",
   "published_at": "2026-01-15T17:13:10",
   "engine": "Doubao (ByteDance)",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "# Top AI Search Engines Compared for 2026",
    "Here are the top AI search platforms ranked by monthly active users as of early 2026.",
    "| 3 | Doubao (ByteDance) | 159 million |"
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "# Top AI Search Engines Compared for 2026",
    "Here are the top AI search platforms ranked by monthly active users as of early 2026.",
    "| 3 | Doubao (ByteDance) | 159 million |"
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://stackmatix.com/blog/best-ai-search-engine-2026",
   "title": "Best AI Search Engine 2026: Which One Should You Use?",
   "published_at": "2026-01-15T17:13:10",
   "engine": "Quark AI (Alibaba)",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "# Top AI Search Engines Compared for 2026",
    "Here are the top AI search platforms ranked by monthly active users as of early 2026.",
    "| 4 | Quark AI (Alibaba) | 150 million |"
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "# Top AI Search Engines Compared for 2026",
    "Here are the top AI search platforms ranked by monthly active users as of early 2026.",
    "| 4 | Quark AI (Alibaba) | 150 million |"
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://stackmatix.com/blog/best-ai-search-engine-2026",
   "title": "Best AI Search Engine 2026: Which One Should You Use?",
   "published_at": "2026-01-15T17:13:10",
   "engine": "Perplexity AI",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "# Top AI Search Engines Compared for 2026",
    "Here are the top AI search platforms ranked by monthly active users as of early 2026.",
    "| 5 | Perplexity AI | 45 million |"
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "# Top AI Search Engines Compared for 2026",
    "Here are the top AI search platforms ranked by monthly active users as of early 2026.",
    "| 5 | Perplexity AI | 45 million |"
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://stackmatix.com/blog/best-ai-search-engine-2026",
   "title": "Best AI Search Engine 2026: Which One Should You Use?",
   "published_at": "2026-01-15T17:13:10",
   "engine": "Microsoft Copilot",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "# Top AI Search Engines Compared for 2026",
    "Here are the top AI search platforms ranked by monthly active users as of early 2026.",
    "| 6 | Microsoft Copilot | 33 million |"
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "# Top AI Search Engines Compared for 2026",
    "Here are the top AI search platforms ranked by monthly active users as of early 2026.",
    "| 6 | Microsoft Copilot | 33 million |"
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://stackmatix.com/blog/best-ai-search-engine-2026",
   "title": "Best AI Search Engine 2026: Which One Should You Use?",
   "published_at": "2026-01-15T17:13:10",
   "engine": "Grok (xAI)",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "# Top AI Search Engines Compared for 2026",
    "Here are the top AI search platforms ranked by monthly active users as of early 2026.",
    "| 7 | Grok (xAI) | 30 million |"
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "# Top AI Search Engines Compared for 2026",
    "Here are the top AI search platforms ranked by monthly active users as of early 2026.",
    "| 7 | Grok (xAI) | 30 million |"
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://stackmatix.com/blog/best-ai-search-engine-2026",
   "title": "Best AI Search Engine 2026: Which One Should You Use?",
   "published_at": "2026-01-15T17:13:10",
   "engine": "Claude AI (Anthropic)",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "# Top AI Search Engines Compared for 2026",
    "Here are the top AI search platforms ranked by monthly active users as of early 2026.",
    "| 8 | Claude AI (Anthropic) | 19 million |"
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "# Top AI Search Engines Compared for 2026",
    "Here are the top AI search platforms ranked by monthly active users as of early 2026.",
    "| 8 | Claude AI (Anthropic) | 19 million |"
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://claypier.com/en/perplexity-comet-android-launch",
   "title": "Perplexity Releases Android Version of Its AI Browser Comet with Voice Control and Ad Blocking",
   "published_at": "2026-05-25T19:10:14",
   "engine": "Comet",
   "launch_year": "2025",
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "Perplexity, the company behind the AI answer engine, has officially released the Android version of Comet, which it bills as the world's first AI-native browser[1].",
    "The product is named Comet (Android version), and it runs on Android[1]."
   ],
   "launch_year_evidence": [
    "It became available in November 2025, with the U.S. announcement made on November 20[1][3]."
   ],
   "status_evidence": [
    "Perplexity, the company behind the AI answer engine, has officially released the Android version of Comet, which it bills as the world's first AI-native browser[1]."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://genspark.ai/ar/blog/genspark-series-a-funding-and-ios-app",
   "title": "Announcing $100M Series A Funding and the First-Ever AI Search+Browser+Agents Super App!",
   "published_at": null,
   "engine": "Genspark",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "Announcing $100M Series A Funding and the First-Ever AI Search+Browser+Agents Super App!",
    "It has been an exciting shipping sprint for Genspark.",
    "Additionally, we're shipping the long-requested mobile app for Genspark after 52 internal iterations!"
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "Announcing $100M Series A Funding and the First-Ever AI Search+Browser+Agents Super App!",
    "Additionally, we're shipping the long-requested mobile app for Genspark after 52 internal iterations!"
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://memeburn.com/chatgpt-alternative",
   "title": "Best ChatGPT Alternative in 2026: 10 Options Worth Considering",
   "published_at": "2026-05-29T11:15:22",
   "engine": "Perplexity AI",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "# Best ChatGPT Alternative in 2026: 10 Options Worth Considering",
    "Perplexity AI remains the top choice for research because every answer comes with cited sources.",
    "| Perplexity AI | Research with citations | Yes | $20/month |",
    "## **Best Alternative to ChatGPT 2026: Quick Comparison**",
    "### **3. Perplexity AI \u2014 Best ChatGPT Alternative for Research**"
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://szymaniakdigital.co.uk/google-ai-mode-search-updates",
   "title": "Google AI Mode Search Updates: Latest Changes to Google AI Mode Search (the why, how, what, when answered)",
   "published_at": "2026-08-15T18:18:41",
   "engine": "Google AI Mode Search",
   "launch_year": "2025",
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "# Google AI Mode Search Updates: Latest Changes to Google AI Mode Search (the why, how, what, when answered)",
    "This page is a living record of Google AI Mode search updates, maintained by Szymaniak Digital."
   ],
   "launch_year_evidence": [
    "# Google AI Mode Search Updates: Latest Changes to Google AI Mode Search (the why, how, what, when answered)",
    "There, Google confirmed that AI Mode had passed one billion monthly active users within a year of launch, with queries more than doubling every quarter."
   ],
   "status_evidence": [
    "# Google AI Mode Search Updates: Latest Changes to Google AI Mode Search (the why, how, what, when answered)",
    "AI Mode is a tab, an app entry point and an increasingly seamless handoff from AI Overviews \u2014 used by more than a billion people a month, but still sitting alongside a classic results page that has not gone anywhere."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://macrumors.com/2026/03/18/perplexity-comet-browser-iphone",
   "title": "Perplexity Launches Comet AI Browser for iPhone With Built-In Assistant",
   "published_at": "2026-03-18T22:33:43",
   "engine": "Comet",
   "launch_year": "2025",
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "# Perplexity Launches Comet AI Browser for iPhone With Built-In Assistant",
    "Perplexity today [expanded its Comet browser](https://www.perplexity.ai/hub/blog/meet-comet-for-ios) to iOS, making its AI Comet Assistant available to iPhone users."
   ],
   "launch_year_evidence": [
    "# Perplexity Launches Comet AI Browser for iPhone With Built-In Assistant",
    "Comet was priced at $200 per month when it first launched last year, but it is available on iOS for free."
   ],
   "status_evidence": [
    "# Perplexity Launches Comet AI Browser for iPhone With Built-In Assistant",
    "Comet for iOS can be downloaded from the [App Store](https://www.macrumors.com/guide/app-store/) as of today."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://aideck.website/tools/kagi-search",
   "title": "Kagi Search Review 2026: Ad-Free AI Search",
   "published_at": null,
   "engine": "Kagi Search",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "# Kagi Search",
    "Kagi Search\n\nUpdated March 2026\n\nKagi is a subscription-based search engine designed to eliminate ads and prioritize content quality over engagement metrics.",
    "Kagi Search is a paid AI tool best suited for Power users who search 50+ times daily, Privacy-conscious professionals."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "# Kagi Search",
    "Updated March 2026",
    "Kagi is a subscription-based search engine designed to eliminate ads and prioritize content quality over engagement metrics."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://prwireindia.com/press-release/answer-engine-a-new-open-source-tool-for-ai-and-semantic-search-that-cites-its-sources-or-says-i-don-t-know",
   "title": "Distribute Your Press Release in India for Enhanced Visibility | PR WIRE INDIA",
   "published_at": null,
   "engine": "Answer Engine",
   "launch_year": "2026",
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "Answer Engine: A New Open-Source Tool for AI and Semantic Search That Cites Its Sources \u2014 or Says \"I Don't Know\"",
    "Luke F. Walton released Answer Engine, an open-source AI search reference tool that cites sources, refuses when unsure, and keeps judgment outside the model."
   ],
   "launch_year_evidence": [
    "SAN DIEGO, CA, UNITED STATES, June 29, 2026 /[EINPresswire.com](https://www.einpresswire.com/)/ -- Luke F. Walton, an independent researcher on [AI ethics and answerability](https://lukefwalton.com/research/) and the [founder of Surmado, Inc.](https://www.surmado.com/), has released [Answer Engine](https://github.com/lukefwalton/answer-engine), an open-source reference implementation for AI-powered search that is built to cite its sources or honestly say \"I don't know.\"",
    "Answer Engine: A New Open-Source Tool for AI and Semantic Search That Cites Its Sources \u2014 or Says \"I Don't Know\""
   ],
   "status_evidence": [
    "The project is available now on GitHub under the permissive Apache-2.0 license, with a live deployment, \"Ask the Archive,\" running on the author's own published writing and podcast transcriptions.",
    "Answer Engine: A New Open-Source Tool for AI and Semantic Search That Cites Its Sources \u2014 or Says \"I Don't Know\""
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://deshittify.io/products/kagi",
   "title": "Is Kagi Getting Worse? 13/100 \u2014 Deshittify | Deshittify",
   "published_at": null,
   "engine": "FastGPT",
   "launch_year": "2023",
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "# Kagi",
    "The company raises $670K from 42 community investors in a SAFE round and launches AI features including FastGPT, Universal Summarizer, and Small Web.",
    "Kagi releases FastGPT, a proof-of-concept answering engine that begins outputting answers within 900ms by running a full search engine underneath."
   ],
   "launch_year_evidence": [
    "# Kagi",
    "The company raises $670K from 42 community investors in a SAFE round and launches AI features including FastGPT, Universal Summarizer, and Small Web.",
    "Kagi releases FastGPT, a proof-of-concept answering engine that begins outputting answers within 900ms by running a full search engine underneath."
   ],
   "status_evidence": [
    "# Kagi",
    "FastGPT becomes integrated as the 'Quick Answer' button on search results pages, providing citation-heavy AI responses similar to Bing's Copilot."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://buildmvpfast.com/articles/best-llms-2026-guide/scientific-research-ai",
   "title": "Best AI for Scientific Research May 2026: Consensus, Elicit, Scite",
   "published_at": "2026-02-20T00:00:00",
   "engine": "Consensus",
   "launch_year": "2026",
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "## What is Scientific Research AI in 2026?",
    "There are evidence-grounded research engines like Consensus.",
    "Consensus now deserves the top spot because it is the cleanest all-around product for evidence-backed scientific questions."
   ],
   "launch_year_evidence": [
    "## Top 10 Scientific Research AI Models in 2026",
    "1",
    "### Consensus AI",
    "Released:2026 (current research engine)"
   ],
   "status_evidence": [
    "## What is Scientific Research AI in 2026?",
    "There are evidence-grounded research engines like Consensus.",
    "Consensus now deserves the top spot because it is the cleanest all-around product for evidence-backed scientific questions."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://buildmvpfast.com/articles/best-llms-2026-guide/scientific-research-ai",
   "title": "Best AI for Scientific Research May 2026: Consensus, Elicit, Scite",
   "published_at": "2026-02-20T00:00:00",
   "engine": "Elicit",
   "launch_year": "2026",
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "## What is Scientific Research AI in 2026?",
    "There are literature-review workflows like Elicit.",
    "Elicit remains the strongest structured workflow for literature review."
   ],
   "launch_year_evidence": [
    "## Top 10 Scientific Research AI Models in 2026",
    "2",
    "### Elicit",
    "Released:March 26, 2026"
   ],
   "status_evidence": [
    "## What is Scientific Research AI in 2026?",
    "There are literature-review workflows like Elicit.",
    "Elicit remains the strongest structured workflow for literature review."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://buildmvpfast.com/articles/best-llms-2026-guide/scientific-research-ai",
   "title": "Best AI for Scientific Research May 2026: Consensus, Elicit, Scite",
   "published_at": "2026-02-20T00:00:00",
   "engine": "Scite",
   "launch_year": "2026",
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "## What is Scientific Research AI in 2026?",
    "There are citation-verification tools like Scite.",
    "Scite is the most valuable citation tool in the group."
   ],
   "launch_year_evidence": [
    "## Top 10 Scientific Research AI Models in 2026",
    "3",
    "### Scite",
    "Released:2026 (current AI for Research stack)"
   ],
   "status_evidence": [
    "## What is Scientific Research AI in 2026?",
    "There are citation-verification tools like Scite.",
    "Scite is the most valuable citation tool in the group."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://buildmvpfast.com/articles/best-llms-2026-guide/scientific-research-ai",
   "title": "Best AI for Scientific Research May 2026: Consensus, Elicit, Scite",
   "published_at": "2026-02-20T00:00:00",
   "engine": "Semantic Scholar",
   "launch_year": "2026",
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "## What is Scientific Research AI in 2026?",
    "There are discovery products like Semantic Scholar and ResearchRabbit.",
    "Semantic Scholar and ResearchRabbit stay high because paper discovery is still a major part of research work, and both help reduce the pain of endless flat search results in different ways."
   ],
   "launch_year_evidence": [
    "## Top 10 Scientific Research AI Models in 2026",
    "5",
    "### Semantic Scholar",
    "Released:2026 (current AI search and feeds)"
   ],
   "status_evidence": [
    "## What is Scientific Research AI in 2026?",
    "There are discovery products like Semantic Scholar and ResearchRabbit.",
    "Semantic Scholar and ResearchRabbit stay high because paper discovery is still a major part of research work, and both help reduce the pain of endless flat search results in different ways."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://buildmvpfast.com/articles/best-llms-2026-guide/scientific-research-ai",
   "title": "Best AI for Scientific Research May 2026: Consensus, Elicit, Scite",
   "published_at": "2026-02-20T00:00:00",
   "engine": "ResearchRabbit",
   "launch_year": "2026",
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "## What is Scientific Research AI in 2026?",
    "There are discovery products like Semantic Scholar and ResearchRabbit.",
    "Semantic Scholar and ResearchRabbit stay high because paper discovery is still a major part of research work, and both help reduce the pain of endless flat search results in different ways."
   ],
   "launch_year_evidence": [
    "## Top 10 Scientific Research AI Models in 2026",
    "6",
    "### ResearchRabbit",
    "Released:2026 (current platform)"
   ],
   "status_evidence": [
    "## What is Scientific Research AI in 2026?",
    "There are discovery products like Semantic Scholar and ResearchRabbit.",
    "Semantic Scholar and ResearchRabbit stay high because paper discovery is still a major part of research work, and both help reduce the pain of endless flat search results in different ways."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://buildmvpfast.com/articles/best-llms-2026-guide/scientific-research-ai",
   "title": "Best AI for Scientific Research May 2026: Consensus, Elicit, Scite",
   "published_at": "2026-02-20T00:00:00",
   "engine": "Perplexity Pro (Research)",
   "launch_year": "2025",
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "## Best Scientific Research AI in 2026 (Our Verdict)",
    "### Perplexity Pro (Research)",
    "The easiest way to start asking research questions in natural language without learning a specialist workflow on day one."
   ],
   "launch_year_evidence": [
    "## Top 10 Scientific Research AI Models in 2026",
    "4",
    "### Perplexity Pro (Research)",
    "Released:2025-2026"
   ],
   "status_evidence": [
    "## What is Scientific Research AI in 2026?",
    "Perplexity still matters, but more as an orientation layer than a pure academic engine."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://felo.ai/blog/felo-vs-genspark-ai-ppt-templates",
   "title": "Felo vs. GenSpark: The Definitive 2026 Comparison for AI PPT Templates",
   "published_at": "2026-02-13T03:46:15",
   "engine": "Felo AI Search",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "Felo vs. GenSpark: The Definitive 2026 Comparison for AI PPT Templates",
    "A: Felo AI Slide leverages Felo AI Search's robust capabilities to generate logically structured and research-backed content."
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://thediscoverai.com/perplexity-ai-alternatives",
   "title": "5 Perplexity AI Alternatives Beyond ChatGPT and Claude",
   "published_at": "2026-07-27T21:00:50",
   "engine": "Kagi",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "5 Perplexity AI Alternatives Worth Trying Beyond the Usual Picks",
    "## Perplexity AI Alternatives Tools at a Glance:",
    "| Kagi | Ad-free, privacy-controlled search with AI built in | Trial only (100 searches, not permanent) | $5/month |"
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "5 Perplexity AI Alternatives Worth Trying Beyond the Usual Picks",
    "## Perplexity AI Alternatives Tools at a Glance:",
    "| Kagi | Ad-free, privacy-controlled search with AI built in | Trial only (100 searches, not permanent) | $5/month |"
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://thediscoverai.com/perplexity-ai-alternatives",
   "title": "5 Perplexity AI Alternatives Beyond ChatGPT and Claude",
   "published_at": "2026-07-27T21:00:50",
   "engine": "Genspark",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "5 Perplexity AI Alternatives Worth Trying Beyond the Usual Picks",
    "## Perplexity AI Alternatives Tools at a Glance:",
    "| Genspark | All-in-one research, writing, and content workspace | Yes, 100 credits/day | $24.99/month ($19.99 billed annually) |"
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "5 Perplexity AI Alternatives Worth Trying Beyond the Usual Picks",
    "## Perplexity AI Alternatives Tools at a Glance:",
    "| Genspark | All-in-one research, writing, and content workspace | Yes, 100 credits/day | $24.99/month ($19.99 billed annually) |"
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://thediscoverai.com/perplexity-ai-alternatives",
   "title": "5 Perplexity AI Alternatives Beyond ChatGPT and Claude",
   "published_at": "2026-07-27T21:00:50",
   "engine": "Andi Search",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "5 Perplexity AI Alternatives Worth Trying Beyond the Usual Picks",
    "## Perplexity AI Alternatives Tools at a Glance:",
    "| Andi Search | A direct, ad-free answer engine with no paid tier at all | Yes, fully free, no paywall | None currently offered |"
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "5 Perplexity AI Alternatives Worth Trying Beyond the Usual Picks",
    "## Perplexity AI Alternatives Tools at a Glance:",
    "| Andi Search | A direct, ad-free answer engine with no paid tier at all | Yes, fully free, no paywall | None currently offered |"
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://thediscoverai.com/perplexity-ai-alternatives",
   "title": "5 Perplexity AI Alternatives Beyond ChatGPT and Claude",
   "published_at": "2026-07-27T21:00:50",
   "engine": "Mistral Le Chat",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "5 Perplexity AI Alternatives Worth Trying Beyond the Usual Picks",
    "## Perplexity AI Alternatives Tools at a Glance:",
    "| Mistral Le Chat | EU-built AI chat with web search, at a lower price | Yes, roughly 25 messages/day | $14.99/month (Pro) |"
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "5 Perplexity AI Alternatives Worth Trying Beyond the Usual Picks",
    "## Perplexity AI Alternatives Tools at a Glance:",
    "| Mistral Le Chat | EU-built AI chat with web search, at a lower price | Yes, roughly 25 messages/day | $14.99/month (Pro) |"
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://thediscoverai.com/perplexity-ai-alternatives",
   "title": "5 Perplexity AI Alternatives Beyond ChatGPT and Claude",
   "published_at": "2026-07-27T21:00:50",
   "engine": "DeepSeek",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "5 Perplexity AI Alternatives Worth Trying Beyond the Usual Picks",
    "## Perplexity AI Alternatives Tools at a Glance:",
    "| DeepSeek | Free AI chat with web search, no signup friction | Yes, fully free | Free for individuals; API billed per token |"
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "5 Perplexity AI Alternatives Worth Trying Beyond the Usual Picks",
    "## Perplexity AI Alternatives Tools at a Glance:",
    "| DeepSeek | Free AI chat with web search, no signup friction | Yes, fully free | Free for individuals; API billed per token |"
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://aisearch.simpletiger.com",
   "title": "The AI Search Report",
   "published_at": null,
   "engine": "ChatGPT Search",
   "launch_year": "2024",
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "Data Journalism \u00b7 July 2026",
    "# The AI Search",
    "OpenAI launches ChatGPT Search, directly challenging Google's core product.",
    "### ChatGPT Search Launches"
   ],
   "launch_year_evidence": [
    "Data Journalism \u00b7 July 2026",
    "# The AI Search",
    "OpenAI launches ChatGPT Search, directly challenging Google's core product.",
    "### ChatGPT Search Launches",
    "\ud83c\udfafOct 2024"
   ],
   "status_evidence": [
    "Data Journalism \u00b7 July 2026",
    "# The AI Search",
    "OpenAI launches ChatGPT Search, directly challenging Google's core product.",
    "### ChatGPT Search Launches"
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://megaoneai.com/compare/perplexity-comet-vs-you-com",
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    "| Feature | Perplexity Comet | You.com |",
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    "- OpenAI, *Introducing ChatGPT Search*, 2024, [https://openai.com/index/introducing-chatgpt-search/](https://openai.com/index/introducing-chatgpt-search/?utm_source=chatgpt.com)"
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    "## Perplexity"
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    "## Consensus"
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    "## Brave Search"
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    "## You Com"
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    "## Exa"
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    "*By [Kshetez Vinayak](/about/kshetez-vinayak), founder of [SupaSidebar](https://supasidebar.com). Last updated June 17, 2026.*",
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   "url": "https://windowsforum.com/threads/google-ai-mode-microsoft-copilot-the-future-of-conversational-web-search.375532",
   "title": "Google AI Mode & Microsoft Copilot: The Future of Conversational Web Search",
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    "## Setting the Stage: What Exactly Are Google AI Mode and Copilot Mode?",
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    "## Setting the Stage: What Exactly Are Google AI Mode and Copilot Mode?",
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   "url": "https://geotoolbox.ai/blog/what-is-perplexity",
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  },
  {
   "url": "https://helloentrepreneurs.com/technology/neeva-a-google-rival-abandons-consumer-search-focuses-on-ai-and-enterprise-21128",
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   "url": "https://helloentrepreneurs.com/technology/neeva-a-google-rival-abandons-consumer-search-focuses-on-ai-and-enterprise-21128",
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  },
  {
   "url": "https://menra.ai/blog/the-state-of-ai-search-2026",
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   "url": "https://aiagentsquare.com/agents/perplexity-comet",
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    "## 1. [Perplexity](https://www.perplexity.ai/)",
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    "## 2. [You.com](https://you.com/)",
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   "url": "https://unite.ai/search-engines",
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    "## 3. [Andi](https://andisearch.com/)",
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   "url": "https://unite.ai/search-engines",
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    "## 4. [Exa](https://exa.ai/) (formerly Metaphor.ai)",
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   "url": "https://unite.ai/search-engines",
   "title": "The 10 Best AI Search Engines to Try (2026)",
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    "## 5. [Brave Leo AI](https://brave.com/leo/)",
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    "## 6. [Phind](https://www.phind.com/)",
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    "## 7. [Microsoft Bing](https://www.bing.com/)",
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    "The 10 Best AI Search Engines to Try (2026)",
    "## 8. [Waldo](https://www.waldo.fyi/)",
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    "Week of 2026-07-20: for the first time since we started tracking on June 27, AskedAbout was named and cited with a link \u2014 in 1 of 144 answers, by ChatGPT with web search, on the query \u201cHow can I check what ChatGPT says about my business?\u201d."
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   "url": "https://felloai.com/cs/perplexity-pricing",
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    "**Perplexity pricing** in 2026 ranges from **$0** on the Free plan to **$325 per seat per month** on Enterprise Max.",
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  {
   "url": "https://felloai.com/cs/perplexity-pricing",
   "title": "Perplexity Pricing 2026: Every Plan, API Cost, and Fees Explained",
   "published_at": "2026-05-03T08:30:58",
   "engine": "Comet",
   "launch_year": "2025",
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "**Comet browser is now free** on iOS, Android, Windows and Mac, and **Comet Plus** is **$5/month** for premium publisher content.",
    "Comet, Perplexity\u2019s AI browser, is now free."
   ],
   "launch_year_evidence": [
    "The browser launched in July 2025 as a **$200/month PC-only** subscription that was effectively gated behind Max.",
    "Comet, Perplexity\u2019s AI browser, is now free."
   ],
   "status_evidence": [
    "**Comet browser is now free** on iOS, Android, Windows and Mac, and **Comet Plus** is **$5/month** for premium publisher content.",
    "Comet, Perplexity\u2019s AI browser, is now free."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://skywork.ai/blog/models/genspark-ai-wikipedia-official-access-features-quick-guide",
   "title": "Genspark AI Wikipedia: Official Access, Features & Quick Guide, Click to Use! - Skywork",
   "published_at": "2026-04-15T04:10:28",
   "engine": "Genspark",
   "launch_year": "2024",
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "# Genspark AI Wikipedia: Official Access, Features & Quick Guide, Click to Use!",
    "Genspark is a groundbreaking AI-powered search engine and comprehensive AI workspace launched in June 2024 by MainFunc, co-founded by Eric Jing and Kay Zhu."
   ],
   "launch_year_evidence": [
    "# Genspark AI Wikipedia: Official Access, Features & Quick Guide, Click to Use!",
    "Genspark is a groundbreaking AI-powered search engine and comprehensive AI workspace launched in June 2024 by MainFunc, co-founded by Eric Jing and Kay Zhu."
   ],
   "status_evidence": [
    "# Genspark AI Wikipedia: Official Access, Features & Quick Guide, Click to Use!",
    "Discover the next-generation AI search platform that transforms queries into comprehensive, actionable Sparkpages with multi-model intelligence"
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://chatexports.com/blog/new-ai-chats-disrupting-chatgpt-claude-gemini",
   "title": "6 New AI Chats Disrupting ChatGPT, Claude, and Gemini",
   "published_at": null,
   "engine": "Perplexity",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "# 6 New AI Chats Disrupting ChatGPT, Claude, and Gemini",
    "Below are six AI chats actively pulling users away from the incumbents.",
    "## 2. Perplexity",
    "**What makes it different:** Built as an \"answer engine\" rather than a chatbot."
   ],
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   "status_evidence": null,
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  {
   "url": "https://tech.yahoo.com/ai/gemini/articles/sick-ai-search-results-try-162015058.html",
   "title": "Sick of AI in your search results? Try these 8 Google alternatives",
   "published_at": "2025-12-10T16:20:15",
   "engine": "Brave",
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   "status": "active",
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   "category": null,
   "engine_evidence": [
    "# Sick of AI in your search results? Try these 8 Google alternatives",
    "## 1. Brave",
    "In Brave's case, it's the Answer With AI feature that can be disabled in Settings, and with DuckDuckGo, there's a button at the top-right for Duck AI, which you can also disable in Settings."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "# Sick of AI in your search results? Try these 8 Google alternatives",
    "## 1. Brave",
    "In 2021, Brave's search engine became the default for the Brave browser."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://tech.yahoo.com/ai/gemini/articles/sick-ai-search-results-try-162015058.html",
   "title": "Sick of AI in your search results? Try these 8 Google alternatives",
   "published_at": "2025-12-10T16:20:15",
   "engine": "DuckDuckGo",
   "launch_year": null,
   "status": "active",
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   "category": null,
   "engine_evidence": [
    "# Sick of AI in your search results? Try these 8 Google alternatives",
    "## 3. DuckDuckGo",
    "AI features are available but disabled by default."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "# Sick of AI in your search results? Try these 8 Google alternatives",
    "## 3. DuckDuckGo",
    "AI features are available but disabled by default."
   ],
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   "category_evidence": null
  },
  {
   "url": "https://tech.yahoo.com/ai/gemini/articles/sick-ai-search-results-try-162015058.html",
   "title": "Sick of AI in your search results? Try these 8 Google alternatives",
   "published_at": "2025-12-10T16:20:15",
   "engine": "Ecosia",
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   "status": "active",
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   "category": null,
   "engine_evidence": [
    "# Sick of AI in your search results? Try these 8 Google alternatives",
    "## 4. Ecosia",
    "This search engine is all about helping the planet with green initiatives, all while giving you a search engine with optional AI features."
   ],
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   "status_evidence": [
    "# Sick of AI in your search results? Try these 8 Google alternatives",
    "## 4. Ecosia",
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   ],
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   "category_evidence": null
  },
  {
   "url": "https://happycapyguide.com/blog/yahoo-scout-ai-answer-engine-anthropic-claude-2026",
   "title": "Yahoo Scout: How a 700M-User Giant Is Using Claude to Beat Google Search",
   "published_at": "2026-03-29T00:00:00",
   "engine": "Yahoo Scout",
   "launch_year": "2026",
   "status": "active",
   "region": "US",
   "category": "AI answer engine",
   "engine_evidence": [
    "AI Search",
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    "That changed on January 27, 2026, when the company officially launched Yahoo Scout, its AI-powered answer engine built on Anthropic's Claude."
   ],
   "launch_year_evidence": [
    "AI Search",
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    "That changed on January 27, 2026, when the company officially launched Yahoo Scout, its AI-powered answer engine built on Anthropic's Claude."
   ],
   "status_evidence": [
    "AI Search",
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    "Yahoo Scout is an AI answer engine launched January 27, 2026, fully rolled out to 250M US users in late March"
   ],
   "region_evidence": [
    "AI Search",
    "Yahoo Scout: How a 700M-User Giant Is Using Claude to Beat Google Search",
    "The full US rollout to approximately 250 million desktop and mobile users happened in late March 2026."
   ],
   "category_evidence": [
    "AI Search",
    "Yahoo Scout: How a 700M-User Giant Is Using Claude to Beat Google Search",
    "In late March 2026, it embedded an AI answer engine \u2014 powered by Anthropic's Claude \u2014 directly into all of them."
   ]
  },
  {
   "url": "https://happycapyguide.com/blog/yahoo-scout-ai-answer-engine-anthropic-claude-2026",
   "title": "Yahoo Scout: How a 700M-User Giant Is Using Claude to Beat Google Search",
   "published_at": "2026-03-29T00:00:00",
   "engine": "Google AI Overviews",
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   "category": null,
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    "AI Search",
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   ],
   "launch_year_evidence": [
    "AI Search",
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    "Google added AI Overviews to Search in 2024 and doubled down in 2025."
   ],
   "status_evidence": [
    "AI Search",
    "Yahoo Scout: How a 700M-User Giant Is Using Claude to Beat Google Search",
    "Google added AI Overviews to Search in 2024 and doubled down in 2025."
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   "category_evidence": null
  },
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   "url": "https://happycapyguide.com/blog/yahoo-scout-ai-answer-engine-anthropic-claude-2026",
   "title": "Yahoo Scout: How a 700M-User Giant Is Using Claude to Beat Google Search",
   "published_at": "2026-03-29T00:00:00",
   "engine": "Perplexity",
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   "status": "active",
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   "category": null,
   "engine_evidence": [
    "AI Search",
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   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "AI Search",
    "Yahoo Scout: How a 700M-User Giant Is Using Claude to Beat Google Search",
    "Perplexity reached 100 million monthly active users by early 2026."
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   "category_evidence": null
  },
  {
   "url": "https://happycapyguide.com/blog/yahoo-scout-ai-answer-engine-anthropic-claude-2026",
   "title": "Yahoo Scout: How a 700M-User Giant Is Using Claude to Beat Google Search",
   "published_at": "2026-03-29T00:00:00",
   "engine": "ChatGPT search mode",
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    "AI Search",
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   "launch_year_evidence": null,
   "status_evidence": [
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    "OpenAI's ChatGPT search mode now processes over 1 billion queries per month."
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  },
  {
   "url": "https://mentionsapi.com/blog/best-ai-search-engines",
   "title": "Best AI search engines in 2026: ranked and compared",
   "published_at": "2026-06-04T00:00:00",
   "engine": "ChatGPT Search",
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   "status": "active",
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   "category": null,
   "engine_evidence": [
    "TL;DR",
    "The best AI search engine in 2026 is Perplexity for cited research, ChatGPT for depth and reach, and Google AI Mode for everyday queries.",
    "The six that matter right now are ChatGPT Search, Perplexity, Google AI Mode and AI Overviews, Microsoft Copilot, Gemini, and Grok.",
    "| ChatGPT Search | General questions, depth, reach | 883M monthly users | Light, ~10 sources |"
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   "status_evidence": [
    "TL;DR",
    "The best AI search engine in 2026 is Perplexity for cited research, ChatGPT for depth and reach, and Google AI Mode for everyday queries.",
    "The six that matter right now are ChatGPT Search, Perplexity, Google AI Mode and AI Overviews, Microsoft Copilot, Gemini, and Grok."
   ],
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  },
  {
   "url": "https://mentionsapi.com/blog/best-ai-search-engines",
   "title": "Best AI search engines in 2026: ranked and compared",
   "published_at": "2026-06-04T00:00:00",
   "engine": "Perplexity",
   "launch_year": null,
   "status": "active",
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   "category": null,
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    "TL;DR",
    "The best AI search engine in 2026 is Perplexity for cited research, ChatGPT for depth and reach, and Google AI Mode for everyday queries.",
    "The six that matter right now are ChatGPT Search, Perplexity, Google AI Mode and AI Overviews, Microsoft Copilot, Gemini, and Grok.",
    "| Perplexity | Research you need to cite | ~22M monthly users | Heavy, ~22 sources |"
   ],
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   "status_evidence": [
    "TL;DR",
    "The best AI search engine in 2026 is Perplexity for cited research, ChatGPT for depth and reach, and Google AI Mode for everyday queries.",
    "The six that matter right now are ChatGPT Search, Perplexity, Google AI Mode and AI Overviews, Microsoft Copilot, Gemini, and Grok."
   ],
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  {
   "url": "https://mentionsapi.com/blog/best-ai-search-engines",
   "title": "Best AI search engines in 2026: ranked and compared",
   "published_at": "2026-06-04T00:00:00",
   "engine": "Google AI Mode",
   "launch_year": null,
   "status": "active",
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   "category": null,
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    "The best AI search engine in 2026 is Perplexity for cited research, ChatGPT for depth and reach, and Google AI Mode for everyday queries.",
    "The six that matter right now are ChatGPT Search, Perplexity, Google AI Mode and AI Overviews, Microsoft Copilot, Gemini, and Grok.",
    "| Google AI Mode / AI Overviews | Everyday search | 1.5B monthly users | Inline links |"
   ],
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   "status_evidence": [
    "TL;DR",
    "The best AI search engine in 2026 is Perplexity for cited research, ChatGPT for depth and reach, and Google AI Mode for everyday queries.",
    "The six that matter right now are ChatGPT Search, Perplexity, Google AI Mode and AI Overviews, Microsoft Copilot, Gemini, and Grok."
   ],
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  {
   "url": "https://mentionsapi.com/blog/best-ai-search-engines",
   "title": "Best AI search engines in 2026: ranked and compared",
   "published_at": "2026-06-04T00:00:00",
   "engine": "Microsoft Copilot",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "TL;DR",
    "The best AI search engine in 2026 is Perplexity for cited research, ChatGPT for depth and reach, and Google AI Mode for everyday queries.",
    "The six that matter right now are ChatGPT Search, Perplexity, Google AI Mode and AI Overviews, Microsoft Copilot, Gemini, and Grok.",
    "| Microsoft Copilot | Enterprise, Microsoft 365 | 13.2% AI search share | Moderate |"
   ],
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    "TL;DR",
    "The best AI search engine in 2026 is Perplexity for cited research, ChatGPT for depth and reach, and Google AI Mode for everyday queries.",
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   ],
   "region_evidence": null,
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  },
  {
   "url": "https://mentionsapi.com/blog/best-ai-search-engines",
   "title": "Best AI search engines in 2026: ranked and compared",
   "published_at": "2026-06-04T00:00:00",
   "engine": "Gemini",
   "launch_year": null,
   "status": "active",
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   "category": null,
   "engine_evidence": [
    "TL;DR",
    "The best AI search engine in 2026 is Perplexity for cited research, ChatGPT for depth and reach, and Google AI Mode for everyday queries.",
    "The six that matter right now are ChatGPT Search, Perplexity, Google AI Mode and AI Overviews, Microsoft Copilot, Gemini, and Grok.",
    "| Gemini | Google Workspace tasks | 15.0% AI search share | Moderate |"
   ],
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    "TL;DR",
    "The best AI search engine in 2026 is Perplexity for cited research, ChatGPT for depth and reach, and Google AI Mode for everyday queries.",
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   ],
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   "category_evidence": null
  },
  {
   "url": "https://mentionsapi.com/blog/best-ai-search-engines",
   "title": "Best AI search engines in 2026: ranked and compared",
   "published_at": "2026-06-04T00:00:00",
   "engine": "Grok",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "TL;DR",
    "The best AI search engine in 2026 is Perplexity for cited research, ChatGPT for depth and reach, and Google AI Mode for everyday queries.",
    "The six that matter right now are ChatGPT Search, Perplexity, Google AI Mode and AI Overviews, Microsoft Copilot, Gemini, and Grok.",
    "| Grok | Real-time, X conversations | Bundled with X | Posts plus web |"
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "TL;DR",
    "The best AI search engine in 2026 is Perplexity for cited research, ChatGPT for depth and reach, and Google AI Mode for everyday queries.",
    "The six that matter right now are ChatGPT Search, Perplexity, Google AI Mode and AI Overviews, Microsoft Copilot, Gemini, and Grok."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://auto-post.io/blog/optimize-for-ai-answer-engines-not-just-search",
   "title": "Optimize for AI answer engines, not just search",
   "published_at": "2026-05-02T06:01:40",
   "engine": "ChatGPT search",
   "launch_year": "2025",
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "Search behavior has changed faster than many content teams expected.",
    "At the same time, OpenAI made ChatGPT search available to everyone in regions where ChatGPT is available, while Microsoft launched Copilot Search in Bing and described Bing as an AI-powered search and answer engine.",
    "OpenAI said ChatGPT search became available to everyone in supported regions on February 5, 2025, and framed it as a way to provide fast, timely answers with links to relevant web sources."
   ],
   "launch_year_evidence": [
    "Search behavior has changed faster than many content teams expected.",
    "OpenAI said ChatGPT search became available to everyone in supported regions on February 5, 2025, and framed it as a way to provide fast, timely answers with links to relevant web sources."
   ],
   "status_evidence": [
    "Search behavior has changed faster than many content teams expected.",
    "OpenAI said ChatGPT search became available to everyone in supported regions on February 5, 2025, and framed it as a way to provide fast, timely answers with links to relevant web sources."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://auto-post.io/blog/optimize-for-ai-answer-engines-not-just-search",
   "title": "Optimize for AI answer engines, not just search",
   "published_at": "2026-05-02T06:01:40",
   "engine": "Copilot Search",
   "launch_year": "2025",
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "Search behavior has changed faster than many content teams expected.",
    "At the same time, OpenAI made ChatGPT search available to everyone in regions where ChatGPT is available, while Microsoft launched Copilot Search in Bing and described Bing as an AI-powered search and answer engine.",
    "Microsoft followed the same path in April 2025 with Copilot Search in Bing, presenting Bing as an answer engine with cited sources and inline links."
   ],
   "launch_year_evidence": [
    "Search behavior has changed faster than many content teams expected.",
    "Microsoft followed the same path in April 2025 with Copilot Search in Bing, presenting Bing as an answer engine with cited sources and inline links."
   ],
   "status_evidence": [
    "Search behavior has changed faster than many content teams expected.",
    "Microsoft followed the same path in April 2025 with Copilot Search in Bing, presenting Bing as an answer engine with cited sources and inline links."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://nodemaven.com/blog/top-5-exa-alternatives-for-ai-web-search-and-data-extraction-in-2026",
   "title": "Top 5 Exa Alternatives for AI Web Search and Data Extraction in 2026",
   "published_at": "2026-07-24T12:46:04",
   "engine": "Perplexity Sonar",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "# Top 5 Exa Alternatives for AI Web Search and Data Extraction in 2026",
    "The five strongest Exa alternatives right now are **Firecrawl** for extraction-heavy work, **Tavily** for LangChain-native agents and RAG prototyping, **Brave Search API** for an index that doesn\u2019t depend on [Google](https://nodemaven.com/websites/google-proxies/) or [Bing](https://nodemaven.com/websites/bing-proxies/), **Perplexity Sonar** for pre-synthesized answers with citations, and **SearXNG** for teams who want to self-host and pay nothing in API fees."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "# Top 5 Exa Alternatives for AI Web Search and Data Extraction in 2026",
    "Sonar is the odd one out, deliberately."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://windowsforum.com/threads/434281",
   "title": "Answer Engine Optimization: Coozmoo\u2019s GEO AEO Bet on Visibility in AI Answers",
   "published_at": "2026-07-04T01:52:44",
   "engine": "ChatGPT Search",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "That split may sound tidy, but the real world is messier.",
    "Google AI Overviews, Microsoft Copilot, Perplexity, ChatGPT Search, Gemini, and Claude all draw from different blends of indexes, retrieval systems, licensed content, real-time web access, model memory, and product-specific ranking rules."
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://nerdyinfo.com/what-is-ai-mode-in-google-search-full-guide",
   "title": "What Is AI Mode in Google Search? Full Guide",
   "published_at": "2026-05-30T14:53:27",
   "engine": "AI Mode",
   "launch_year": "2025",
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "What Is AI Mode in Google Search? Full Guide",
    "AI Mode is Google\u2019s dedicated AI-powered search experience inside Google Search itself."
   ],
   "launch_year_evidence": [
    "What Is AI Mode in Google Search? Full Guide",
    "Google launched AI Mode as a Search Labs experiment in March 2025, then rolled it out to all US users in May 2025 with no Labs sign-up needed."
   ],
   "status_evidence": [
    "What Is AI Mode in Google Search? Full Guide",
    "By [Google I/O in May 2026](https://blog.google/products-and-platforms/products/search/search-io-2026/), AI Mode had crossed one billion monthly users and was live in nearly 200 countries and 98 languages."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://theoutpost.ai/news-story/perplexity-launches-comet-an-ai-powered-web-browser-to-challenge-google-chrome-17542",
   "title": "Perplexity Launches Comet: An AI-Powered Web Browser Challenging Google's Dominance",
   "published_at": "2025-07-16T00:44:55",
   "engine": "Perplexity",
   "launch_year": "2022",
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "Perplexity Launches Comet: An AI-Powered Web Browser Challenging Google's Dominance",
    "Perplexity on Wednesday launched its first AI-powered web browser, called Comet, marking the startup's latest effort to challenge Google Search as the primary avenue people use to find information online.",
    "Launched in 2022, Perplexity's search engine leverages a collection of large language models (LLMs) to respond to user queries with AI-generated summaries, links to sources, and suggestions for follow-up questions."
   ],
   "launch_year_evidence": [
    "Perplexity Launches Comet: An AI-Powered Web Browser Challenging Google's Dominance",
    "Launched in 2022, Perplexity's search engine leverages a collection of large language models (LLMs) to respond to user queries with AI-generated summaries, links to sources, and suggestions for follow-up questions."
   ],
   "status_evidence": [
    "Perplexity Launches Comet: An AI-Powered Web Browser Challenging Google's Dominance",
    "Perplexity on Wednesday launched its first AI-powered web browser, called Comet, marking the startup's latest effort to challenge Google Search as the primary avenue people use to find information online.",
    "Launched in 2022, Perplexity's search engine leverages a collection of large language models (LLMs) to respond to user queries with AI-generated summaries, links to sources, and suggestions for follow-up questions."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://en.tmtpost.com/post/7135172",
   "title": "Former Baidu Executive Launches MainFunc AI Company with $60 Million Seed Round | TMTPOST",
   "published_at": null,
   "engine": "Genspark",
   "launch_year": "2024",
   "status": "active",
   "region": "U.S.",
   "category": "AI-powered search engine",
   "engine_evidence": [
    "Former Baidu Executive Launches MainFunc AI Company with $60 Million Seed Round",
    "This announcement came with the official launch of MainFunc's flagship project, Genspark, an AI-powered search engine aimed at revolutionizing the search experience."
   ],
   "launch_year_evidence": [
    "Former Baidu Executive Launches MainFunc AI Company with $60 Million Seed Round",
    "Founded in late 2023 and headquartered in Palo Alto, California, with operations also based in Singapore, MainFunc is positioned under Jing's leadership\u2014a distinguished figure in China's AI landscape.",
    "Genspark, MainFunc's inaugural project, launched in Beta on June 18, targets the U.S. market with a promise to deliver a superior search experience."
   ],
   "status_evidence": [
    "Former Baidu Executive Launches MainFunc AI Company with $60 Million Seed Round",
    "The company aims to further refine Genspark, exploring potential paid subscription models while maintaining its commitment to providing free, high-quality search services."
   ],
   "region_evidence": [
    "Former Baidu Executive Launches MainFunc AI Company with $60 Million Seed Round",
    "Genspark, MainFunc's inaugural project, launched in Beta on June 18, targets the U.S. market with a promise to deliver a superior search experience."
   ],
   "category_evidence": [
    "Former Baidu Executive Launches MainFunc AI Company with $60 Million Seed Round",
    "This announcement came with the official launch of MainFunc's flagship project, Genspark, an AI-powered search engine aimed at revolutionizing the search experience."
   ]
  },
  {
   "url": "https://lastweekin.ai/p/220",
   "title": "Last Week in AI #220: Neeva shuts down AI search, EU's proposed laws would ban open source LLMs, generative AI and the writer's strike, and more!",
   "published_at": "2023-05-22T16:01:16",
   "engine": "Neeva",
   "launch_year": null,
   "status": "shutting down",
   "region": null,
   "category": null,
   "engine_evidence": [
    "Last Week in AI #220: Neeva shuts down AI search, EU's proposed laws would ban open source LLMs, generative AI and the writer's strike, and more!",
    "Neeva, a search engine startup focused on using the latest advances in language models to provide a private, ad-free search experience, has announced that it will be shutting down its consumer search product due to difficulties in acquiring users and creating a sustainable business."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "Last Week in AI #220: Neeva shuts down AI search, EU's proposed laws would ban open source LLMs, generative AI and the writer's strike, and more!",
    "Neeva, a search engine startup focused on using the latest advances in language models to provide a private, ad-free search experience, has announced that it will be shutting down its consumer search product due to difficulties in acquiring users and creating a sustainable business."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://windowsforum.com/threads/microsoft-bing-copilot-search-the-ai-first-shift-reshaping-search-and-web-economics.380433",
   "title": "Microsoft Bing Copilot Search: The AI-First Shift Reshaping Search and Web Economics",
   "published_at": "2025-09-10T19:51:59",
   "engine": "Copilot Search",
   "launch_year": "2025",
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "Microsoft Quietly Tests 'AI Search Mode' For Bing",
    "Microsoft\u2019s quiet experiment with a new search experience for Bing \u2014 an \u201cAI Search\u201d or *Copilot Search* mode that replaces traditional blue links with a summary-first interface \u2014 is more than a cosmetic tweak; it\u2019s a strategic bet that could reshape search behavior, publisher economics, and the Windows user experience."
   ],
   "launch_year_evidence": [
    "Microsoft Quietly Tests 'AI Search Mode' For Bing",
    "Early tests surfaced in late February 2025, and the story has rapidly evolved since, revealing both a polished vision for instant answers and a complex set of trade-offs for publishers, SEOs, and privacy-minded users."
   ],
   "status_evidence": [
    "Microsoft Quietly Tests 'AI Search Mode' For Bing",
    "Later reporting in March\u2013April signaled broader testing or staged rollout to more users."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://mcpservers.org/agent-skills/qu-skills/web-search",
   "title": "web-search | Agent Skills Library",
   "published_at": null,
   "engine": "Tavily Search Assistant",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "Web search and content extraction with Tavily and Exa via inference.sh CLI.",
    "### Tavily",
    "| App | App ID | Description |",
    "| Search Assistant | `tavily/search-assistant` | AI-powered search with answers |"
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "Web search and content extraction with Tavily and Exa via inference.sh CLI.",
    "### Tavily",
    "| App | App ID | Description |",
    "| Search Assistant | `tavily/search-assistant` | AI-powered search with answers |"
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://mcpservers.org/agent-skills/qu-skills/web-search",
   "title": "web-search | Agent Skills Library",
   "published_at": null,
   "engine": "Exa Search",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "Web search and content extraction with Tavily and Exa via inference.sh CLI.",
    "### Exa",
    "| App | App ID | Description |",
    "| Search | `exa/search` | Smart web search with AI |"
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "Web search and content extraction with Tavily and Exa via inference.sh CLI.",
    "### Exa",
    "| App | App ID | Description |",
    "| Search | `exa/search` | Smart web search with AI |"
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://mcpservers.org/agent-skills/qu-skills/web-search",
   "title": "web-search | Agent Skills Library",
   "published_at": null,
   "engine": "Exa Answer",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "Web search and content extraction with Tavily and Exa via inference.sh CLI.",
    "### Exa",
    "| App | App ID | Description |",
    "| Answer | `exa/answer` | Direct factual answers |"
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "Web search and content extraction with Tavily and Exa via inference.sh CLI.",
    "### Exa",
    "| App | App ID | Description |",
    "| Answer | `exa/answer` | Direct factual answers |"
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://inblix.com/article/a-20-person-team-just-hit-36m-arr-in-45-days-with-no-code-ai-agents-60bd31",
   "title": "A 20-person team just hit $36M ARR in 45 days with no-code AI agents",
   "published_at": "2026-07-13T14:01:38",
   "engine": "Genspark",
   "launch_year": null,
   "status": "pivoted entirely from AI search to autonomous agents",
   "region": null,
   "category": null,
   "engine_evidence": [
    "# A 20-person team just hit $36M ARR in 45 days with no-code AI agents",
    "Genspark\u2019s Super Agent is a textbook case of building ruthlessly fast and letting product-led growth do the rest."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "# A 20-person team just hit $36M ARR in 45 days with no-code AI agents",
    "The company pivoted entirely from AI search to autonomous agents in April 2025, and the market didn\u2019t just accept the change \u2014 it sprinted toward them."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://lifehacker.com/tech/duckduckgo-ai-assist-tool",
   "title": "DuckDuckGo Is Getting Into AI Search Results, Too",
   "published_at": "2025-03-07T15:30:00",
   "engine": "DuckDuckGo AI",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "Adjustable AI search results and chatbot access have been added to DuckDuckGo."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "After months of beta testing, DuckDuckGo's AI integrations are [going live for everyone](https://spreadprivacy.com/ai-feature-upgrade/) and getting some upgrades at the same time: They're free to use (with certain limits), and stay in line with DuckDuckGo's commitment to user privacy (you don't have to create an account to use them, and your searches aren't tracked).",
    "Adjustable AI search results and chatbot access have been added to DuckDuckGo."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://wbcomdesigns.com/meet-the-worlds-top-7-search-engines-in-2022",
   "title": "The World\u2019s Top 7 Search Engines in 2026 (Including AI Search)",
   "published_at": "2023-01-07T16:53:41",
   "engine": "ChatGPT Search",
   "launch_year": "2024",
   "status": "active",
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   "engine_evidence": [
    "The World\u2019s Top 7 Search Engines in 2026 (Including AI Search)",
    "The list of \u201csearch engines that matter\u201d now includes AI answer engines alongside the classic blue-link search.",
    "| Search Engine | Type | Why It Matters |",
    "| ChatGPT Search | AI answer engine | Real share for informational queries; cites sources |",
    "OpenAI launched ChatGPT Search in late 2024 as a built-in search capability inside ChatGPT."
   ],
   "launch_year_evidence": [
    "The World\u2019s Top 7 Search Engines in 2026 (Including AI Search)",
    "OpenAI launched ChatGPT Search in late 2024 as a built-in search capability inside ChatGPT."
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   "status_evidence": [
    "The World\u2019s Top 7 Search Engines in 2026 (Including AI Search)",
    "The user base is growing fast in 2026, ChatGPT now has hundreds of millions of weekly users, and a meaningful percentage start their research here instead of Google."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://wbcomdesigns.com/meet-the-worlds-top-7-search-engines-in-2022",
   "title": "The World\u2019s Top 7 Search Engines in 2026 (Including AI Search)",
   "published_at": "2023-01-07T16:53:41",
   "engine": "Perplexity",
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   "status": "active",
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    "The World\u2019s Top 7 Search Engines in 2026 (Including AI Search)",
    "The list of \u201csearch engines that matter\u201d now includes AI answer engines alongside the classic blue-link search.",
    "| Search Engine | Type | Why It Matters |",
    "| Perplexity | AI answer engine | Fastest-growing AI search alternative; citation-first design |",
    "Perplexity is the citation-first AI answer engine that built its reputation on always linking sources at the top of every answer."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "The World\u2019s Top 7 Search Engines in 2026 (Including AI Search)",
    "Backed by significant funding rounds in 2024 - 2025, Perplexity has become the AI search of choice for researchers, journalists, and power users."
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   "category_evidence": null
  },
  {
   "url": "https://wbcomdesigns.com/meet-the-worlds-top-7-search-engines-in-2022",
   "title": "The World\u2019s Top 7 Search Engines in 2026 (Including AI Search)",
   "published_at": "2023-01-07T16:53:41",
   "engine": "DuckDuckGo",
   "launch_year": "2024",
   "status": "active",
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    "The World\u2019s Top 7 Search Engines in 2026 (Including AI Search)",
    "The list of \u201csearch engines that matter\u201d now includes AI answer engines alongside the classic blue-link search.",
    "| Search Engine | Type | Why It Matters |",
    "| DuckDuckGo | Privacy-first traditional | Default for privacy-conscious users; AI features added in 2024 |",
    "DuckDuckGo remains the privacy-conscious user\u2019s default."
   ],
   "launch_year_evidence": [
    "The World\u2019s Top 7 Search Engines in 2026 (Including AI Search)",
    "| DuckDuckGo | Privacy-first traditional | Default for privacy-conscious users; AI features added in 2024 |",
    "Added DuckAssist AI features in 2024 that summarize answers without leaking your query to an AI provider."
   ],
   "status_evidence": [
    "The World\u2019s Top 7 Search Engines in 2026 (Including AI Search)",
    "DuckDuckGo remains the privacy-conscious user\u2019s default."
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   "category_evidence": null
  },
  {
   "url": "https://wbcomdesigns.com/meet-the-worlds-top-7-search-engines-in-2022",
   "title": "The World\u2019s Top 7 Search Engines in 2026 (Including AI Search)",
   "published_at": "2023-01-07T16:53:41",
   "engine": "Baidu",
   "launch_year": "2024",
   "status": "active",
   "region": "China",
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    "The World\u2019s Top 7 Search Engines in 2026 (Including AI Search)",
    "The list of \u201csearch engines that matter\u201d now includes AI answer engines alongside the classic blue-link search.",
    "| Search Engine | Type | Why It Matters |",
    "| Baidu | Regional (China) | Dominant in China with Ernie AI integration |",
    "Baidu is China\u2019s dominant search engine, around 60 - 70% of Chinese search market share, and a must if you target Chinese consumers."
   ],
   "launch_year_evidence": [
    "The World\u2019s Top 7 Search Engines in 2026 (Including AI Search)",
    "Integrated Ernie AI (Baidu\u2019s LLM) directly into search in 2024."
   ],
   "status_evidence": [
    "The World\u2019s Top 7 Search Engines in 2026 (Including AI Search)",
    "Baidu is China\u2019s dominant search engine, around 60 - 70% of Chinese search market share, and a must if you target Chinese consumers."
   ],
   "region_evidence": [
    "The World\u2019s Top 7 Search Engines in 2026 (Including AI Search)",
    "| Search Engine | Type | Why It Matters |",
    "| Baidu | Regional (China) | Dominant in China with Ernie AI integration |",
    "Baidu is China\u2019s dominant search engine, around 60 - 70% of Chinese search market share, and a must if you target Chinese consumers."
   ],
   "category_evidence": null
  },
  {
   "url": "https://kingy.ai/news/ai-search-visibility-guide",
   "title": "The AI Search Visibility Guide: How to Get Found in Google, ChatGPT, Perplexity, Gemini, and AI Answers",
   "published_at": "2026-06-20T01:19:17",
   "engine": "ChatGPT search",
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   "category": null,
   "engine_evidence": [
    "The AI Search Visibility Guide: How to Get Found in Google, ChatGPT, Perplexity, Gemini, and AI Answers",
    "A founder now has to think about Google Search, Google AI Overviews, AI Mode, ChatGPT search, Perplexity answers, Gemini-assisted discovery, Bing, YouTube, product pages, launch trackers, comparison pages, creator coverage, documentation, and third-party mentions."
   ],
   "launch_year_evidence": null,
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  {
   "url": "https://kingy.ai/news/ai-search-visibility-guide",
   "title": "The AI Search Visibility Guide: How to Get Found in Google, ChatGPT, Perplexity, Gemini, and AI Answers",
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   "engine": "Perplexity",
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    "The AI Search Visibility Guide: How to Get Found in Google, ChatGPT, Perplexity, Gemini, and AI Answers",
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  },
  {
   "url": "https://juliangoldie.com/perplexity-comet-browser",
   "title": "Perplexity Comet Browser Review: This Free AI Tool Replaced My Assistant In 4 Hours",
   "published_at": "2025-10-07T03:09:10",
   "engine": "Perplexity Comet",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": "search engine",
   "engine_evidence": [
    "# Perplexity Comet Browser Review: This Free AI Tool Replaced My Assistant In 4 Hours",
    "Perplexity Comet Search Engine",
    "When you type a search in the Perplexity Comet search bar, it doesn\u2019t use Google."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "# Perplexity Comet Browser Review: This Free AI Tool Replaced My Assistant In 4 Hours",
    "Perplexity Comet Search Engine",
    "Perplexity Comet just launched and it\u2019s completely free."
   ],
   "region_evidence": null,
   "category_evidence": [
    "# Perplexity Comet Browser Review: This Free AI Tool Replaced My Assistant In 4 Hours",
    "Perplexity Comet Search Engine",
    "Perplexity Comet uses Perplexity\u2019s own search engine."
   ]
  },
  {
   "url": "https://youtube.com/watch?v=3HCdEB7e2DE",
   "title": "End of Year Community Event 2025",
   "published_at": "2025-12-22T17:59:35",
   "engine": "Kagi Assistant",
   "launch_year": "2025",
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "Transcript",
    "2025 was a defining year for for Kagi assistant.",
    "And the main goal with the assistance is is to move the KAG assistant experience to down to a clean choice."
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   "launch_year_evidence": [
    "Transcript",
    "2025 was a defining year for for Kagi assistant.",
    "And earlier in the year, we shipped a major redesign that moved the assistant from the chatbot experience um into something closer to a workspace where um a big part of it is is is is organization."
   ],
   "status_evidence": [
    "Transcript",
    "And the main goal with the assistance is is to move the KAG assistant experience to down to a clean choice."
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  },
  {
   "url": "https://techshotsapp.com/artificial-intelligence/genspark-launches-ai-powered-search-engine-initiative",
   "title": "Genspark Launches AI-Powered Search Engine Initiative",
   "published_at": null,
   "engine": "Genspark",
   "launch_year": "2026",
   "status": "launched",
   "region": null,
   "category": null,
   "engine_evidence": [
    "Thursday, 23 July, 2026",
    "Genspark Launches AI-Powered Search Engine Initiative",
    "Genspark has introduced a new [AI](/tag/ai)-powered search engine, aiming to enhance user search experiences with advanced algorithms."
   ],
   "launch_year_evidence": [
    "Thursday, 23 July, 2026",
    "Genspark Launches AI-Powered Search Engine Initiative",
    "Genspark has introduced a new [AI](/tag/ai)-powered search engine, aiming to enhance user search experiences with advanced algorithms."
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   "status_evidence": [
    "Thursday, 23 July, 2026",
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    "Genspark has introduced a new [AI](/tag/ai)-powered search engine, aiming to enhance user search experiences with advanced algorithms."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://thurrott.com/a-i/331135/little-tech-little-ai",
   "title": "Little Tech, Little AI \u2b50",
   "published_at": "2025-12-29T16:01:48",
   "engine": "Brave Search",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "Little Tech, Little AI \u2b50",
    "and, like DuckDuckGo, it offers an in-house private search engine, [Brave Search](https://www.thurrott.com/tag/brave-search), which is also adding AI functionality like Answer with AI and Chat mode."
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   "launch_year_evidence": null,
   "status_evidence": [
    "Little Tech, Little AI \u2b50",
    "and, like DuckDuckGo, it offers an in-house private search engine, [Brave Search](https://www.thurrott.com/tag/brave-search), which is also adding AI functionality like Answer with AI and Chat mode."
   ],
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  },
  {
   "url": "https://otterly.ai/blog/ai-mode-copilot-gemini",
   "title": "Introducing Support for Google AI Mode, Gemini & Copilot",
   "published_at": "2025-08-04T10:50:27",
   "engine": "ChatGPT",
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   "status": null,
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   "category": null,
   "engine_evidence": [
    "OtterlyAI Now Supports Google AI Mode, Copilot & Gemini: Complete AI Search Visibility Across Six Platforms",
    "- **ChatGPT** made conversational AI search popular, letting people ask questions in everyday language and get detailed, relevant answers."
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  },
  {
   "url": "https://otterly.ai/blog/ai-mode-copilot-gemini",
   "title": "Introducing Support for Google AI Mode, Gemini & Copilot",
   "published_at": "2025-08-04T10:50:27",
   "engine": "Perplexity",
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   "engine_evidence": [
    "OtterlyAI Now Supports Google AI Mode, Copilot & Gemini: Complete AI Search Visibility Across Six Platforms",
    "- **Perplexity** changed the game by combining AI reasoning with live web searches, making it great for getting up-to-date information."
   ],
   "launch_year_evidence": null,
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  },
  {
   "url": "https://otterly.ai/blog/ai-mode-copilot-gemini",
   "title": "Introducing Support for Google AI Mode, Gemini & Copilot",
   "published_at": "2025-08-04T10:50:27",
   "engine": "Google AI Overviews",
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    "OtterlyAI Now Supports Google AI Mode, Copilot & Gemini: Complete AI Search Visibility Across Six Platforms",
    "- **Google AI Overviews** added AI-generated summaries directly into regular search results, blending traditional search with helpful, AI-powered insights."
   ],
   "launch_year_evidence": null,
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  },
  {
   "url": "https://otterly.ai/blog/ai-mode-copilot-gemini",
   "title": "Introducing Support for Google AI Mode, Gemini & Copilot",
   "published_at": "2025-08-04T10:50:27",
   "engine": "AI Mode",
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   "engine_evidence": [
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    "In 2025, several big developments shook things up: Google launched **AI Mode** in March in the U.S. and in [July in UK](https://blog.google/around-the-globe/google-europe/united-kingdom/ai-mode-search-uk/), Microsoft introduced **Copilot Search** in April, and **Google Gemini** grew into a powerful search platform."
   ],
   "launch_year_evidence": [
    "OtterlyAI Now Supports Google AI Mode, Copilot & Gemini: Complete AI Search Visibility Across Six Platforms",
    "In 2025, several big developments shook things up: Google launched **AI Mode** in March in the U.S. and in [July in UK](https://blog.google/around-the-globe/google-europe/united-kingdom/ai-mode-search-uk/), Microsoft introduced **Copilot Search** in April, and **Google Gemini** grew into a powerful search platform."
   ],
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  },
  {
   "url": "https://otterly.ai/blog/ai-mode-copilot-gemini",
   "title": "Introducing Support for Google AI Mode, Gemini & Copilot",
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   "engine": "Copilot Search",
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    "In 2025, several big developments shook things up: Google launched **AI Mode** in March in the U.S. and in [July in UK](https://blog.google/around-the-globe/google-europe/united-kingdom/ai-mode-search-uk/), Microsoft introduced **Copilot Search** in April, and **Google Gemini** grew into a powerful search platform."
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   "launch_year_evidence": [
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    "In 2025, several big developments shook things up: Google launched **AI Mode** in March in the U.S. and in [July in UK](https://blog.google/around-the-globe/google-europe/united-kingdom/ai-mode-search-uk/), Microsoft introduced **Copilot Search** in April, and **Google Gemini** grew into a powerful search platform."
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  },
  {
   "url": "https://otterly.ai/blog/ai-mode-copilot-gemini",
   "title": "Introducing Support for Google AI Mode, Gemini & Copilot",
   "published_at": "2025-08-04T10:50:27",
   "engine": "Google Gemini",
   "launch_year": "2025",
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "OtterlyAI Now Supports Google AI Mode, Copilot & Gemini: Complete AI Search Visibility Across Six Platforms",
    "In 2025, several big developments shook things up: Google launched **AI Mode** in March in the U.S. and in [July in UK](https://blog.google/around-the-globe/google-europe/united-kingdom/ai-mode-search-uk/), Microsoft introduced **Copilot Search** in April, and **Google Gemini** grew into a powerful search platform."
   ],
   "launch_year_evidence": [
    "OtterlyAI Now Supports Google AI Mode, Copilot & Gemini: Complete AI Search Visibility Across Six Platforms",
    "In 2025, several big developments shook things up: Google launched **AI Mode** in March in the U.S. and in [July in UK](https://blog.google/around-the-globe/google-europe/united-kingdom/ai-mode-search-uk/), Microsoft introduced **Copilot Search** in April, and **Google Gemini** grew into a powerful search platform."
   ],
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://restrepoinnovations.com/ai/perplexity",
   "title": "Perplexity & Perplexity Computer",
   "published_at": "2026-05-06T23:53:26",
   "engine": "Perplexity",
   "launch_year": "2022",
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "A working integrator\u2019s review of the answer engine, the AI browser, and the multi-agent computer we use daily to run Restrepo Innovations.",
    "Perplexity is an answer engine.",
    "- **Perplexity (the answer engine).** Free at perplexity.ai. The default product. Search box, written answer, citations."
   ],
   "launch_year_evidence": [
    "Perplexity, Comet, and Perplexity Computer",
    "It was founded in 2022 by Aravind Srinivas (formerly OpenAI, DeepMind), Denis Yarats, Johnny Ho, and Andy Konwinski."
   ],
   "status_evidence": [
    "Perplexity, Comet, and Perplexity Computer",
    "As of mid-2026 the company is valued at roughly $21B and serves about 45 million monthly users."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://mcpservers.org/de/agent-skills/skills-101/web-search",
   "title": "web-search | Claude Skills & Agent Skills Bibliothek",
   "published_at": null,
   "engine": "Tavily Search Assistant",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": "AI-powered search with answers",
   "engine_evidence": [
    "Web Search & Extraction",
    "### Tavily",
    "| App | App ID | Description |",
    "| Search Assistant | `tavily/search-assistant` | AI-powered search with answers |"
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": [
    "Web Search & Extraction",
    "### Tavily",
    "| App | App ID | Description |",
    "| Search Assistant | `tavily/search-assistant` | AI-powered search with answers |"
   ]
  },
  {
   "url": "https://mcpservers.org/de/agent-skills/skills-101/web-search",
   "title": "web-search | Claude Skills & Agent Skills Bibliothek",
   "published_at": null,
   "engine": "Exa Search",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": "Smart web search with AI",
   "engine_evidence": [
    "Web Search & Extraction",
    "### Exa",
    "| App | App ID | Description |",
    "| Search | `exa/search` | Smart web search with AI |"
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": [
    "Web Search & Extraction",
    "### Exa",
    "| App | App ID | Description |",
    "| Search | `exa/search` | Smart web search with AI |"
   ]
  },
  {
   "url": "https://mcpservers.org/de/agent-skills/skills-101/web-search",
   "title": "web-search | Claude Skills & Agent Skills Bibliothek",
   "published_at": null,
   "engine": "Exa Answer",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": "Direct factual answers",
   "engine_evidence": [
    "Web Search & Extraction",
    "### Exa",
    "| App | App ID | Description |",
    "| Answer | `exa/answer` | Direct factual answers |"
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": [
    "Web Search & Extraction",
    "### Exa",
    "| App | App ID | Description |",
    "| Answer | `exa/answer` | Direct factual answers |"
   ]
  },
  {
   "url": "https://help.mistral.ai/en/collections/789660-web-search",
   "title": "Web Search | Mistral AI - Help Center",
   "published_at": null,
   "engine": "le Chat",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "# Web Search",
    "Get fresh and up-to-date answers using le Chat\u2019s ultra-fast web-browsing capabilities."
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://neowin.net/news/google-search-rival-neeva-is-shutting-down-its-search-engine-to-work-on-ai-products",
   "title": "Google search rival Neeva is shutting down its search engine to work on AI products",
   "published_at": "2023-05-21T03:06:01",
   "engine": "NeevaAI",
   "launch_year": "2023",
   "status": "shutting down",
   "region": null,
   "category": null,
   "engine_evidence": [
    "Google search rival Neeva is shutting down its search engine to work on AI products",
    "In January 2023, [the company launched NeevaAI](https://neeva.com/blog/introducing-neevaai), which beat [Google's Bard](https://www.neowin.net/news/google-bard-now-gives-better-summaries-and-more-useful-source-info/) and [Microsoft's Bing Chat](https://www.neowin.net/news/microsoft-bing-chat-increases-its-message-character-limits-from-2000-to-4000/) to the punch by offering AI answers to search questions."
   ],
   "launch_year_evidence": [
    "Google search rival Neeva is shutting down its search engine to work on AI products",
    "In January 2023, [the company launched NeevaAI](https://neeva.com/blog/introducing-neevaai), which beat [Google's Bard](https://www.neowin.net/news/google-bard-now-gives-better-summaries-and-more-useful-source-info/) and [Microsoft's Bing Chat](https://www.neowin.net/news/microsoft-bing-chat-increases-its-message-character-limits-from-2000-to-4000/) to the punch by offering AI answers to search questions."
   ],
   "status_evidence": [
    "Google search rival Neeva is shutting down its search engine to work on AI products",
    "Neeva, which created a search engine that later added an AI component, announced this weekend it is shutting down its consumer search business."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://techwyse.com/news/ai-search/google-io-2026-intelligent-search-box-ai-agents-generative-ui",
   "title": "Google Redesigns Search Box With AI-Powered Interface, Launches Information Agents and Generative UI at I/O 2026",
   "published_at": "2026-05-20T13:10:18",
   "engine": "AI Mode",
   "launch_year": "2025",
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "Google Redesigns Search Box With AI-Powered Interface, Launches Information Agents and Generative UI at I/O 2026",
    "At its I/O 2026 developer conference on May 19, Google upgraded Search with Gemini 3.5 Flash as the new default model in AI Mode and announced what it describes as the biggest upgrade to its Search box in over 25 years.",
    "AI Mode and AI Overviews Reach Combined Scale of 3.5 Billion Users"
   ],
   "launch_year_evidence": [
    "Google Redesigns Search Box With AI-Powered Interface, Launches Information Agents and Generative UI at I/O 2026",
    "AI Mode and AI Overviews Reach Combined Scale of 3.5 Billion Users",
    "AI Mode, which Pichai described as Google's biggest upgrade to Search ever, has surpassed 1 billion monthly active users in just one year since launch."
   ],
   "status_evidence": [
    "Google Redesigns Search Box With AI-Powered Interface, Launches Information Agents and Generative UI at I/O 2026",
    "AI Mode and AI Overviews Reach Combined Scale of 3.5 Billion Users",
    "AI Overviews now has over 2.5 billion monthly active users, and AI Mode, which Pichai described as Google's biggest upgrade to Search ever, has surpassed 1 billion monthly active users in just one year since launch."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://techwyse.com/news/ai-search/google-io-2026-intelligent-search-box-ai-agents-generative-ui",
   "title": "Google Redesigns Search Box With AI-Powered Interface, Launches Information Agents and Generative UI at I/O 2026",
   "published_at": "2026-05-20T13:10:18",
   "engine": "AI Overviews",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "Google Redesigns Search Box With AI-Powered Interface, Launches Information Agents and Generative UI at I/O 2026",
    "AI Mode and AI Overviews Reach Combined Scale of 3.5 Billion Users",
    "AI Overviews now has over 2.5 billion monthly active users, and AI Mode, which Pichai described as Google's biggest upgrade to Search ever, has surpassed 1 billion monthly active users in just one year since launch."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "Google Redesigns Search Box With AI-Powered Interface, Launches Information Agents and Generative UI at I/O 2026",
    "AI Mode and AI Overviews Reach Combined Scale of 3.5 Billion Users",
    "AI Overviews now has over 2.5 billion monthly active users, and AI Mode, which Pichai described as Google's biggest upgrade to Search ever, has surpassed 1 billion monthly active users in just one year since launch."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://techwyse.com/news/ai-search/google-io-2026-intelligent-search-box-ai-agents-generative-ui",
   "title": "Google Redesigns Search Box With AI-Powered Interface, Launches Information Agents and Generative UI at I/O 2026",
   "published_at": "2026-05-20T13:10:18",
   "engine": "Ask YouTube",
   "launch_year": "2026",
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "Google Redesigns Search Box With AI-Powered Interface, Launches Information Agents and Generative UI at I/O 2026",
    "Ask YouTube Adds Conversational Search to Video",
    "Google also announced Ask YouTube, which allows users to ask questions and jump to relevant moments in videos."
   ],
   "launch_year_evidence": [
    "Google Redesigns Search Box With AI-Powered Interface, Launches Information Agents and Generative UI at I/O 2026",
    "Ask YouTube Adds Conversational Search to Video",
    "Google also announced Ask YouTube, which allows users to ask questions and jump to relevant moments in videos."
   ],
   "status_evidence": [
    "Google Redesigns Search Box With AI-Powered Interface, Launches Information Agents and Generative UI at I/O 2026",
    "Ask YouTube Adds Conversational Search to Video",
    "It is currently available for Premium subscribers in the US."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://tolodora.com/alternatives/perplexity-alternatives",
   "title": "6 Best Perplexity Alternatives in 2026 (Compared) | Tolodora",
   "published_at": "2026-06-27T03:04:51",
   "engine": "ChatGPT (Search)",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "# The 6 Best Perplexity Alternatives in 2026 (AI Search Engines)",
    "Here are six Perplexity alternatives I'd consider in 2026.",
    "| 1 | ChatGPT (Search) | Search within a full assistant. | 4.4/5 |",
    "## ChatGPT (Search)"
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://tolodora.com/alternatives/perplexity-alternatives",
   "title": "6 Best Perplexity Alternatives in 2026 (Compared) | Tolodora",
   "published_at": "2026-06-27T03:04:51",
   "engine": "Google Gemini",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "# The 6 Best Perplexity Alternatives in 2026 (AI Search Engines)",
    "Here are six Perplexity alternatives I'd consider in 2026.",
    "| 2 | [Google Gemini](/software/google-gemini) | Google-backed AI answers. | 4.4/5 |",
    "## Google Gemini"
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://tolodora.com/alternatives/perplexity-alternatives",
   "title": "6 Best Perplexity Alternatives in 2026 (Compared) | Tolodora",
   "published_at": "2026-06-27T03:04:51",
   "engine": "You.com",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "# The 6 Best Perplexity Alternatives in 2026 (AI Search Engines)",
    "Here are six Perplexity alternatives I'd consider in 2026.",
    "| 3 | [You.com](/software/you-com) | Customizable AI search. | 4.2/5 |",
    "## You.com"
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://tolodora.com/alternatives/perplexity-alternatives",
   "title": "6 Best Perplexity Alternatives in 2026 (Compared) | Tolodora",
   "published_at": "2026-06-27T03:04:51",
   "engine": "Phind",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "# The 6 Best Perplexity Alternatives in 2026 (AI Search Engines)",
    "Here are six Perplexity alternatives I'd consider in 2026.",
    "| 4 | [Phind](/software/phind) | Developers and technical search. | 4.2/5 |",
    "## Phind"
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://tolodora.com/alternatives/perplexity-alternatives",
   "title": "6 Best Perplexity Alternatives in 2026 (Compared) | Tolodora",
   "published_at": "2026-06-27T03:04:51",
   "engine": "Kagi",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "# The 6 Best Perplexity Alternatives in 2026 (AI Search Engines)",
    "Here are six Perplexity alternatives I'd consider in 2026.",
    "| 5 | Kagi | Private, ad-free premium search. | 4.1/5 |",
    "## Kagi"
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://tolodora.com/alternatives/perplexity-alternatives",
   "title": "6 Best Perplexity Alternatives in 2026 (Compared) | Tolodora",
   "published_at": "2026-06-27T03:04:51",
   "engine": "Andi",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "# The 6 Best Perplexity Alternatives in 2026 (AI Search Engines)",
    "Here are six Perplexity alternatives I'd consider in 2026.",
    "| 6 | Andi | Conversational, private search. | 4.2/5 |",
    "## Andi"
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://windowsforum.com/threads/answer-engine-optimization-coozmoos-geo-aeo-bet-on-visibility-in-ai-answers.434281",
   "title": "Answer Engine Optimization: Coozmoo\u2019s GEO AEO Bet on Visibility in AI Answers",
   "published_at": "2026-07-04T01:52:44",
   "engine": "ChatGPT Search",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "Google AI Overviews, Microsoft Copilot, Perplexity, ChatGPT Search, Gemini, and Claude all draw from different blends of indexes, retrieval systems, licensed content, real-time web access, model memory, and product-specific ranking rules.",
    "Coozmoo Digital Solutions announced on July 3, 2026, from Houston, that it has launched Answer Engine Optimization and Generative Engine Optimization services meant to help brands appear inside ChatGPT, Perplexity, Google Gemini, Microsoft Copilot, Claude, and AI-generated search answers."
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://aisearchglossary.com/terms/ai-mode",
   "title": "AI Mode",
   "published_at": "2026-05-24T00:00:00",
   "engine": "AI Mode",
   "launch_year": "2025",
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "# AI Mode",
    "AI Mode is Google's conversational AI search surface, accessed via a dedicated tab in Search results."
   ],
   "launch_year_evidence": [
    "# AI Mode",
    "AI Mode is Google's conversational AI search surface, accessed via a dedicated tab in Search results.",
    "It launched in Search Labs in March 2025, went to US public release in May 2025, and expanded to roughly 180 countries by August 2025."
   ],
   "status_evidence": [
    "# AI Mode",
    "AI Mode is Google's conversational AI search surface, accessed via a dedicated tab in Search results.",
    "By 2026 it has become a primary surface for conversational queries within Google Search."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://apnamobilewala.com/the-perplexity-comet-browser-your-ultimate-guide-to-downloading-and-using-the-ai-powered-search-revolution",
   "title": "The Perplexity Comet Browser: Your Ultimate Guide to Downloading and Using the AI-Powered Search Revolution",
   "published_at": null,
   "engine": "Perplexity Comet",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "The Perplexity Comet Browser: Your Ultimate Guide to Downloading and Using the AI-Powered Search Revolution",
    "Enter the **Perplexity Comet browser**, an AI-native mobile browser that\u2019s designed to answer your questions conversationally, directly, and with cited sources, all in one place."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "The Perplexity Comet Browser: Your Ultimate Guide to Downloading and Using the AI-Powered Search Revolution",
    "Enter the **Perplexity Comet browser**, an AI-native mobile browser that\u2019s designed to answer your questions conversationally, directly, and with cited sources, all in one place."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://manifest.manifold.security/skills/skills.sh/101-skills/skills/web-search",
   "title": "web-search",
   "published_at": null,
   "engine": "Tavily Search",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "# web-search",
    "Apps: Tavily Search, Tavily Extract, Exa Search, Exa Answer, Exa Extract."
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://manifest.manifold.security/skills/skills.sh/101-skills/skills/web-search",
   "title": "web-search",
   "published_at": null,
   "engine": "Exa Search",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "# web-search",
    "Apps: Tavily Search, Tavily Extract, Exa Search, Exa Answer, Exa Extract."
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://anthropic.com/customers/genspark",
   "title": "Customer story | Genspark.ai | Claude",
   "published_at": null,
   "engine": "Genspark",
   "launch_year": "2024",
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "# Genspark's Super Agent orchestrates 150+ tools with Claude",
    "[Genspark](https://genspark.ai/) is an AI workspace where one prompt produces slides, spreadsheets, documents, design posters, or websites for non-technical knowledge workers.",
    "Genspark launched out of stealth in mid-2024 as an AI search product, then steadily expanded into parallel search and asynchronous deep research that would email users a finished analysis after running for several minutes."
   ],
   "launch_year_evidence": [
    "# Genspark's Super Agent orchestrates 150+ tools with Claude",
    "Genspark launched out of stealth in mid-2024 as an AI search product, then steadily expanded into parallel search and asynchronous deep research that would email users a finished analysis after running for several minutes."
   ],
   "status_evidence": [
    "# Genspark's Super Agent orchestrates 150+ tools with Claude",
    "The Super Agent that launched in early 2025 is model-agnostic by design, with different frontier models doing different jobs.",
    "With a team of roughly 50 engineers, the company has been shipping major versions of AI Workspace on a roughly two-month cadence, with 3.0 the most recent release, and 4.0 already in planning."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://aijet.cc/item/kagi-search",
   "title": "Kagi Search 2026 Review: Ad-Free, Private AI Search Engine",
   "published_at": "2025-12-27T14:04:30",
   "engine": "You.com",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "Kagi Search",
    "## Alternatives",
    "- ### You.com\n\nOffers an AI-powered search experience with customizable apps and privacy controls for personalized results."
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://aijet.cc/item/kagi-search",
   "title": "Kagi Search 2026 Review: Ad-Free, Private AI Search Engine",
   "published_at": "2025-12-27T14:04:30",
   "engine": "Perplexity AI",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "Kagi Search",
    "## Alternatives",
    "- ### Perplexity AI\n\nAn AI answer engine that provides direct, sourced answers to complex questions, similar to Kagi's AI tools."
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://aijet.cc/item/kagi-search",
   "title": "Kagi Search 2026 Review: Ad-Free, Private AI Search Engine",
   "published_at": "2025-12-27T14:04:30",
   "engine": "Phind",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "Kagi Search",
    "## Alternatives",
    "- ### Phind\n\nAn AI search engine specifically designed for developers, offering accurate answers and code examples for technical queries."
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://finance.biggo.com/s/Clova%20X?hot_keyword=1",
   "title": "\"Clova X\" Related News \u2014 BigGo Finance",
   "published_at": null,
   "engine": "Q:",
   "launch_year": "2023",
   "status": "discontinued",
   "region": null,
   "category": null,
   "engine_evidence": [
    "[Naver to Shut Down AI Experiment Services '*Clova**X*' and 'Cue:' in April, Shifts Focus to 'AI Agents'](/news/gvNplJwBTwP6zY3HwUyJ)"
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "[Naver to Shut Down AI Experiment Services '*Clova**X*' and 'Cue:' in April, Shifts Focus to 'AI Agents'](/news/gvNplJwBTwP6zY3HwUyJ)"
   ],
   "region_evidence": null,
   "category_evidence": null
  },
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   "url": "https://finance.biggo.com/s/Clova%20X?hot_keyword=1",
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    "Here's a list of the best AI search engines:",
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    "Here's a list of the best AI search engines:",
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    "Here's a list of the best AI search engines:",
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    "Here's a list of the best AI search engines:",
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    "Here's a list of the best AI search engines:",
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    "Here's a list of the best AI search engines:",
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    "Here's a list of the best AI search engines:",
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    "Here's a list of the best AI search engines:",
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   "url": "https://sourceforge.net/software/ai-search-engines",
   "title": "Best AI Search Engines of 2026",
   "published_at": null,
   "engine": "Yahoo Scout",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "## Compare the Top AI Search Engines in 2026",
    "Here's a list of the best AI search engines:",
    "Yahoo Scout is an AI-powered answer engine and search experience that synthesizes information from Yahoo\u2019s vast data, proprietary content, and the open web to deliver clear, concise responses with context and transparent source links."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "## Compare the Top AI Search Engines in 2026",
    "Here's a list of the best AI search engines:",
    "Designed to blend traditional search with generative AI, Scout is available as a standalone web app at Yahoo Scout, within Yahoo Search, and across Yahoo Mail, News, Finance, Sports, and other properties, making it both a dedicated search tool and an intelligence platform integrated into everyday online tasks."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://sourceforge.net/software/ai-search-engines",
   "title": "Best AI Search Engines of 2026",
   "published_at": null,
   "engine": "Deepfind",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "## Compare the Top AI Search Engines in 2026",
    "Here's a list of the best AI search engines:",
    "Deepfind is an innovative search engine and content analysis platform that leverages advanced AI technologies, focusing on deep learning and natural language processing."
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://sourceforge.net/software/ai-search-engines",
   "title": "Best AI Search Engines of 2026",
   "published_at": null,
   "engine": "ChatGPT Search",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "## Compare the Top AI Search Engines in 2026",
    "Here's a list of the best AI search engines:",
    "ChatGPT Search is a feature that enables ChatGPT to access real-time information from the web, making it a valuable tool for finding up-to-date and specific details beyond its pre-existing knowledge."
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://sourceforge.net/software/ai-search-engines",
   "title": "Best AI Search Engines of 2026",
   "published_at": null,
   "engine": "MemFree",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "## Compare the Top AI Search Engines in 2026",
    "Here's a list of the best AI search engines:",
    "MemFree \u2013 Open Source Hybrid AI Search Engine: Instantly get accurate answers from the internet, bookmarks, notes, and documents."
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://sourceforge.net/software/ai-search-engines",
   "title": "Best AI Search Engines of 2026",
   "published_at": null,
   "engine": "AyeSoul",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "## Compare the Top AI Search Engines in 2026",
    "Here's a list of the best AI search engines:",
    "AyeSoul is building a next-generation AI search engine."
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://intercom.help/mistral-ai/en/articles/14841449-browse-the-web-with-le-chat",
   "title": "Browse the web with le Chat",
   "published_at": "2026-05-04T13:45:10",
   "engine": "Web search",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "Le Chat is powerful, but like all [LLMs](https://help.mistral.ai/en/articles/424368-whats-a-large-language-model-llm) \ud83d\udd0e, it\u2019s trained on data **up to a specific point in time** (known as its \u201cknowledge cutoff\u201d).",
    "\ud83d\udd11 Web search solves this by letting le Chat **browse the internet in real time** to bring you up-to-date answers and verified sources.",
    "Web search is **on by default** in new conversations."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "Le Chat is powerful, but like all [LLMs](https://help.mistral.ai/en/articles/424368-whats-a-large-language-model-llm) \ud83d\udd0e, it\u2019s trained on data **up to a specific point in time** (known as its \u201cknowledge cutoff\u201d).",
    "\ud83d\udd11 Web search solves this by letting le Chat **browse the internet in real time** to bring you up-to-date answers and verified sources.",
    "Web search is **on by default** in new conversations."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://intercom.help/mistral-ai/en/articles/14841449-browse-the-web-with-le-chat",
   "title": "Browse the web with le Chat",
   "published_at": "2026-05-04T13:45:10",
   "engine": "Deep research",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "Le Chat is powerful, but like all [LLMs](https://help.mistral.ai/en/articles/424368-whats-a-large-language-model-llm) \ud83d\udd0e, it\u2019s trained on data **up to a specific point in time** (known as its \u201cknowledge cutoff\u201d).",
    "That\u2019s where **Deep research** comes in, which we\u2019ll cover in the next article."
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://ai-advisors.ai/glossary/answer-engine",
   "title": "Answer Engine",
   "published_at": "2026-04-17T07:00:00",
   "engine": "ChatGPT Search",
   "launch_year": "2024",
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "Answer Engine",
    "## The major answer engines in 2026",
    "OpenAI's ChatGPT Search (launched late 2024) combines the chat interface with a real-time retrieval layer."
   ],
   "launch_year_evidence": [
    "Answer Engine",
    "## The major answer engines in 2026",
    "OpenAI's ChatGPT Search (launched late 2024) combines the chat interface with a real-time retrieval layer."
   ],
   "status_evidence": [
    "Answer Engine",
    "## The major answer engines in 2026",
    "OpenAI's ChatGPT Search (launched late 2024) combines the chat interface with a real-time retrieval layer."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://searchenginejournal.com/neeva-the-ad-free-search-engine-announces-closure/487414",
   "title": "Neeva, The Ad-Free Search Engine, Announces Closure",
   "published_at": "2023-05-20T20:53:58",
   "engine": "Neeva",
   "launch_year": "2019",
   "status": "discontinued",
   "region": null,
   "category": "search engine",
   "engine_evidence": [
    "# Neeva, The Ad-Free Search Engine, Announces Closure"
   ],
   "launch_year_evidence": [
    "# Neeva, The Ad-Free Search Engine, Announces Closure",
    "Launched in 2019, Neeva aimed to disrupt the search engine market by offering an alternative that prioritized user privacy and provided an ad-free experience."
   ],
   "status_evidence": [
    "# Neeva, The Ad-Free Search Engine, Announces Closure",
    "Neeva, the ad-free search engine, is shutting down its consumer-facing operations due to sustainability issues."
   ],
   "region_evidence": null,
   "category_evidence": [
    "# Neeva, The Ad-Free Search Engine, Announces Closure"
   ]
  },
  {
   "url": "https://geneo.app/blog/optimizing-content-for-ai-powered-search-results-2025-ultimate-guide",
   "title": "The Ultimate Guide to Optimizing Content for AI Search Results (2025)",
   "published_at": "2025-10-12T13:52:52",
   "engine": "Google AI Overviews",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "The Complete Guide to Optimizing Content for AI-Powered Search Results in 2025",
    "Master 2025 tactics for earning citations in AI-powered search: Google AI Overviews, Bing Copilot, ChatGPT, Perplexity.",
    "In 2025, winning visibility means earning citations inside AI Overviews, Copilot answers, ChatGPT/Search, and Perplexity\u2014without abandoning traditional SEO."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "The Complete Guide to Optimizing Content for AI-Powered Search Results in 2025",
    "Master 2025 tactics for earning citations in AI-powered search: Google AI Overviews, Bing Copilot, ChatGPT, Perplexity.",
    "In 2025, winning visibility means earning citations inside AI Overviews, Copilot answers, ChatGPT/Search, and Perplexity\u2014without abandoning traditional SEO."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://geneo.app/blog/optimizing-content-for-ai-powered-search-results-2025-ultimate-guide",
   "title": "The Ultimate Guide to Optimizing Content for AI Search Results (2025)",
   "published_at": "2025-10-12T13:52:52",
   "engine": "Bing Copilot",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "The Complete Guide to Optimizing Content for AI-Powered Search Results in 2025",
    "Master 2025 tactics for earning citations in AI-powered search: Google AI Overviews, Bing Copilot, ChatGPT, Perplexity.",
    "In 2025, winning visibility means earning citations inside AI Overviews, Copilot answers, ChatGPT/Search, and Perplexity\u2014without abandoning traditional SEO."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "The Complete Guide to Optimizing Content for AI-Powered Search Results in 2025",
    "Master 2025 tactics for earning citations in AI-powered search: Google AI Overviews, Bing Copilot, ChatGPT, Perplexity.",
    "In 2025, winning visibility means earning citations inside AI Overviews, Copilot answers, ChatGPT/Search, and Perplexity\u2014without abandoning traditional SEO."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://geneo.app/blog/optimizing-content-for-ai-powered-search-results-2025-ultimate-guide",
   "title": "The Ultimate Guide to Optimizing Content for AI Search Results (2025)",
   "published_at": "2025-10-12T13:52:52",
   "engine": "ChatGPT/Search",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "The Complete Guide to Optimizing Content for AI-Powered Search Results in 2025",
    "Master 2025 tactics for earning citations in AI-powered search: Google AI Overviews, Bing Copilot, ChatGPT, Perplexity.",
    "In 2025, winning visibility means earning citations inside AI Overviews, Copilot answers, ChatGPT/Search, and Perplexity\u2014without abandoning traditional SEO."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "The Complete Guide to Optimizing Content for AI-Powered Search Results in 2025",
    "Master 2025 tactics for earning citations in AI-powered search: Google AI Overviews, Bing Copilot, ChatGPT, Perplexity.",
    "In 2025, winning visibility means earning citations inside AI Overviews, Copilot answers, ChatGPT/Search, and Perplexity\u2014without abandoning traditional SEO."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://geneo.app/blog/optimizing-content-for-ai-powered-search-results-2025-ultimate-guide",
   "title": "The Ultimate Guide to Optimizing Content for AI Search Results (2025)",
   "published_at": "2025-10-12T13:52:52",
   "engine": "Perplexity",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "The Complete Guide to Optimizing Content for AI-Powered Search Results in 2025",
    "Master 2025 tactics for earning citations in AI-powered search: Google AI Overviews, Bing Copilot, ChatGPT, Perplexity.",
    "In 2025, winning visibility means earning citations inside AI Overviews, Copilot answers, ChatGPT/Search, and Perplexity\u2014without abandoning traditional SEO."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "The Complete Guide to Optimizing Content for AI-Powered Search Results in 2025",
    "Master 2025 tactics for earning citations in AI-powered search: Google AI Overviews, Bing Copilot, ChatGPT, Perplexity.",
    "In 2025, winning visibility means earning citations inside AI Overviews, Copilot answers, ChatGPT/Search, and Perplexity\u2014without abandoning traditional SEO."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://perplexityaimagazine.com/perplexity-hub/how-to-use-perplexity-ai-on-iphone",
   "title": "How to Use Perplexity AI on iPhone: The Complete 2026 Guide",
   "published_at": "2026-03-31T19:08:54",
   "engine": "Perplexity AI",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "Perplexity AI iPhone setup checklist.",
    "I have noticed that most people who download Perplexity AI on their iPhone use about twenty percent of what the app is actually capable of."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "Perplexity AI iPhone setup checklist.",
    "I have noticed that most people who download Perplexity AI on their iPhone use about twenty percent of what the app is actually capable of."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://perplexityaimagazine.com/perplexity-hub/how-to-use-perplexity-ai-on-iphone",
   "title": "How to Use Perplexity AI on iPhone: The Complete 2026 Guide",
   "published_at": "2026-03-31T19:08:54",
   "engine": "Comet",
   "launch_year": "2026",
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "How to Use the Comet Browser on iPhone",
    "Comet is Perplexity\u2019s standalone AI-powered browser for iPhone, launched on March 18, 2026."
   ],
   "launch_year_evidence": [
    "How to Use the Comet Browser on iPhone",
    "Comet is Perplexity\u2019s standalone AI-powered browser for iPhone, launched on March 18, 2026."
   ],
   "status_evidence": [
    "How to Use the Comet Browser on iPhone",
    "Comet is Perplexity\u2019s standalone AI-powered browser for iPhone, launched on March 18, 2026."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://techjuice.pk/this-browser-that-lets-you-use-all-ai-models-at-once",
   "title": "The Browser That Lets You Use All AI Models In One Place",
   "published_at": "2025-04-22T14:21:59",
   "engine": "Kagi",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "As AI technology continues to evolve at an unprecedented rate, the need for privacy-focused tools that integrate seamlessly with cutting-edge innovations has never been greater.",
    "Kagi, a next-generation search engine that sets itself apart by placing user privacy at the forefront."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "As AI technology continues to evolve at an unprecedented rate, the need for privacy-focused tools that integrate seamlessly with cutting-edge innovations has never been greater.",
    "Kagi, a next-generation search engine that sets itself apart by placing user privacy at the forefront."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://delv.tools/mcp/tavily",
   "title": "Tavily Search MCP Review: AI Search with Citations",
   "published_at": null,
   "engine": "Perplexity Ask",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "Similar MCPs",
    "Perplexity Ask",
    "Perplexity Sonar models inside your agent."
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://aicomparison.ai/best-ai-chatbot",
   "title": "Best AI Chatbot in 2026",
   "published_at": "2026-06-16T11:16:47",
   "engine": "Perplexity",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "# Best AI Chatbot in 2026",
    "The table below compares all nine AI chatbots by primary use case, standout feature, and starting price.",
    "| [Perplexity](https://www.perplexity.ai/) | Web research | Built-in source citations | Free; $17/month |",
    "## **Best AI Chatbot for Web Research**",
    "Perplexity is **the best AI chatbot for fast, sourced research**."
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://9to5mac.com/2025/03/06/duckduckgo-ai-features-exit-beta-both-search-and-private-chatbots",
   "title": "DuckDuckGo AI features exit beta \u2013 both search and private chatbots",
   "published_at": "2025-03-06T13:53:37",
   "engine": "DuckDuckGo AI Assist",
   "launch_year": "2023",
   "status": "active",
   "region": null,
   "category": "AI search",
   "engine_evidence": [
    "DuckDuckGo AI features exit beta for both search and private chatbots (screengrab shown for choosing your AI model)",
    "DuckDuckGo did the same thing with Assist, initially as a beta feature in 2023.",
    "## DuckDuckGo AI search results"
   ],
   "launch_year_evidence": [
    "DuckDuckGo AI features exit beta for both search and private chatbots (screengrab shown for choosing your AI model)",
    "![DuckDuckGo AI features exit beta for both search and private chatbots (screengrab shown for choosing your AI model)](https://9to5mac.com/wp-content/uploads/sites/6/2025/03/DuckDuckGo-AI-features-exit-beta-for-both-search-and-private-chatbots.jpg?quality=82&strip=all&w=1600)\n[DuckDuckGo](https://9to5mac.com/guides/duckduckgo/) AI answers were first added to the privacy-focused search engine back in 2023, and have now finally exited beta \u2013 but you can still switch the feature off.",
    "## DuckDuckGo AI search results"
   ],
   "status_evidence": [
    "DuckDuckGo AI features exit beta for both search and private chatbots (screengrab shown for choosing your AI model)",
    "![DuckDuckGo AI features exit beta for both search and private chatbots (screengrab shown for choosing your AI model)](https://9to5mac.com/wp-content/uploads/sites/6/2025/03/DuckDuckGo-AI-features-exit-beta-for-both-search-and-private-chatbots.jpg?quality=82&strip=all&w=1600)\n[DuckDuckGo](https://9to5mac.com/guides/duckduckgo/) AI answers were first added to the privacy-focused search engine back in 2023, and have now finally exited beta \u2013 but you can still switch the feature off.",
    "## DuckDuckGo AI search results"
   ],
   "region_evidence": null,
   "category_evidence": [
    "DuckDuckGo AI features exit beta for both search and private chatbots (screengrab shown for choosing your AI model)",
    "![DuckDuckGo AI features exit beta for both search and private chatbots (screengrab shown for choosing your AI model)](https://9to5mac.com/wp-content/uploads/sites/6/2025/03/DuckDuckGo-AI-features-exit-beta-for-both-search-and-private-chatbots.jpg?quality=82&strip=all&w=1600)\n[DuckDuckGo](https://9to5mac.com/guides/duckduckgo/) AI answers were first added to the privacy-focused search engine back in 2023, and have now finally exited beta \u2013 but you can still switch the feature off.",
    "## DuckDuckGo AI search results"
   ]
  },
  {
   "url": "https://lucreya.com/articles/state-of-ai-search-2026",
   "title": "The State of AI Search 2026 (living statistics reference)",
   "published_at": "2026-06-10T00:00:00",
   "engine": "ChatGPT Search",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "# The State of AI Search 2026 (living statistics reference)",
    "Three shifts define the current state: Google AI Mode became the US default, ChatGPT Search's share of the AI-answer segment fell by roughly 30 points, and cross-engine consensus on buying-intent queries dropped to 36% full agreement.",
    "ChatGPT Search's estimated share of AI-answer-engine traffic, early 2026 (down from ~87% in late 2024)"
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "# The State of AI Search 2026 (living statistics reference)",
    "Three shifts define the current state: Google AI Mode became the US default, ChatGPT Search's share of the AI-answer segment fell by roughly 30 points, and cross-engine consensus on buying-intent queries dropped to 36% full agreement."
   ],
   "region_evidence": null,
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  },
  {
   "url": "https://lucreya.com/articles/state-of-ai-search-2026",
   "title": "The State of AI Search 2026 (living statistics reference)",
   "published_at": "2026-06-10T00:00:00",
   "engine": "Google AI Mode",
   "launch_year": "2026",
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "# The State of AI Search 2026 (living statistics reference)",
    "Three shifts define the current state: Google AI Mode became the US default, ChatGPT Search's share of the AI-answer segment fell by roughly 30 points, and cross-engine consensus on buying-intent queries dropped to 36% full agreement."
   ],
   "launch_year_evidence": [
    "# The State of AI Search 2026 (living statistics reference)",
    "Google began rolling it out as the default US experience in May 2026."
   ],
   "status_evidence": [
    "# The State of AI Search 2026 (living statistics reference)",
    "Three shifts define the current state: Google AI Mode became the US default, ChatGPT Search's share of the AI-answer segment fell by roughly 30 points, and cross-engine consensus on buying-intent queries dropped to 36% full agreement."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://freedom251.com/microsoft-bing-adding-copilot-search-ahead-of-google-ai-mode",
   "title": "Microsoft Bing adding \u2018Copilot Search\u2019 ahead of Google \u2018AI Mode\u2019",
   "published_at": "2026-05-15T23:35:52",
   "engine": "Copilot Search",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "Guide",
    "Microsoft Bing adding \u2018Copilot Search\u2019 ahead of Google \u2018AI Mode\u2019",
    "Copilot Search in Bing is designed to combine traditional retrieval (web results) with Copilot-style summarization and follow-up."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "Guide",
    "Microsoft Bing adding \u2018Copilot Search\u2019 ahead of Google \u2018AI Mode\u2019",
    "Microsoft has been moving fast on AI-native search, and the latest signal is Bing adding *Copilot Search* ahead of Google\u2019s *AI Mode* rollout."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://freedom251.com/microsoft-bing-adding-copilot-search-ahead-of-google-ai-mode",
   "title": "Microsoft Bing adding \u2018Copilot Search\u2019 ahead of Google \u2018AI Mode\u2019",
   "published_at": "2026-05-15T23:35:52",
   "engine": "AI Mode",
   "launch_year": null,
   "status": "announced",
   "region": null,
   "category": null,
   "engine_evidence": [
    "Guide",
    "Microsoft Bing adding \u2018Copilot Search\u2019 ahead of Google \u2018AI Mode\u2019",
    "Microsoft has been moving fast on AI-native search, and the latest signal is Bing adding *Copilot Search* ahead of Google\u2019s *AI Mode* rollout."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "Guide",
    "Microsoft Bing adding \u2018Copilot Search\u2019 ahead of Google \u2018AI Mode\u2019",
    "Microsoft has been moving fast on AI-native search, and the latest signal is Bing adding *Copilot Search* ahead of Google\u2019s *AI Mode* rollout."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://neuriflux.com/en/blog/perplexity-2026",
   "title": "Perplexity AI Review 2026: Comet Browser, Model\u2026 | Neuriflux",
   "published_at": "2026-04-01T00:00:00",
   "engine": "Perplexity AI",
   "launch_year": "2022",
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "# Perplexity AI Review 2026: Comet Browser, Model Council & Is It Better Than ChatGPT?",
    "Perplexity AI is an **AI-powered search engine** that answers your questions in natural language while citing real-time sources."
   ],
   "launch_year_evidence": [
    "# Perplexity AI Review 2026: Comet Browser, Model Council & Is It Better Than ChatGPT?",
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   "url": "https://hix.ai/hub/ai-search/genspark-alternatives",
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    "For this reason, we decided to put together a comprehensive list of the 10 best Genspark alternatives for a better online search experience.",
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   "url": "https://news.aibase.com/news/22495",
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   "url": "https://andrew.ooo/answers/google-ai-mode-vs-chatgpt-search-vs-perplexity-may-2026",
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   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "# Search Engine",
    "## See all 10 AI Tools for: Search Engine",
    "Discover Ask Corpora, the intelligent document search tool that leverages advanced NLP to provide instant answers and streamline your research process."
   ],
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   "status_evidence": null,
   "region_evidence": null,
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  },
  {
   "url": "https://gptonline.ai/top-ai-tools/search-engine",
   "title": "Search Engine - GPTOnline.ai",
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   "engine": "aoyo.ai",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "# Search Engine",
    "## See all 10 AI Tools for: Search Engine",
    "Discover aoyo.ai, the AI-driven multilingual search engine that enhances your searching experience by providing personalized language preferences and seamless access to results in multiple languages."
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
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   "category_evidence": null
  },
  {
   "url": "https://frontiernews.ai/news/article/how-perplexity-went-from-ai-search-startup-to-20-b-f4ae86f2",
   "title": "How Perplexity Went From AI Search Startup to $20 Billion Information Platform",
   "published_at": "2026-05-22T04:39:59",
   "engine": "Perplexity",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "# How Perplexity Went From AI Search Startup to $20 Billion Information Platform",
    "Perplexity is no longer just an AI search engine; it has transformed into a comprehensive information and task-execution platform worth $20 billion, answering over 150 million questions per week and generating $450 million in annual revenue."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "# How Perplexity Went From AI Search Startup to $20 Billion Information Platform",
    "Perplexity is no longer just an AI search engine; it has transformed into a comprehensive information and task-execution platform worth $20 billion, answering over 150 million questions per week and generating $450 million in annual revenue."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://lillytechsystems.com/ai-tools/arc-search-dia/arc-dia-overview.html",
   "title": "Arc Search / Dia Overview - Arc Search / Dia",
   "published_at": null,
   "engine": "Arc Search",
   "launch_year": null,
   "status": null,
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   "category": null,
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    "A practical guide to arc search / dia overview for the arc search / dia tool.",
    "Master Arc Search and Dia (The Browser Company) \u2014 AI-native browsers.",
    " # Arc Search (mobile) and Dia (desktop) \u2014 The Browser Company # Browse for Me (Arc Search): # - Type a question -> Arc reads multiple sites and writes a single page # - Cites sources at the bottom # Dia (desktop AI browser): # - Sidebar AI that reads any tab and answers questions # - \"Summarize this page\", \"Find quotes about X\", \"Compare these tabs\" # Skills (Dia): # - Customizable AI shortcuts triggered by keywords # - Example skill: \"/email\" -> draft email based on current tab # AI Summaries: # - Hover any link -> Dia shows a 1-line summary before clicking # Best for: researchers, knowledge workers # who want the browser to do the reading for them"
   ],
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   "url": "https://lillytechsystems.com/ai-tools/arc-search-dia/arc-dia-overview.html",
   "title": "Arc Search / Dia Overview - Arc Search / Dia",
   "published_at": null,
   "engine": "Dia",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "A practical guide to arc search / dia overview for the arc search / dia tool.",
    "Master Arc Search and Dia (The Browser Company) \u2014 AI-native browsers.",
    " # Arc Search (mobile) and Dia (desktop) \u2014 The Browser Company # Browse for Me (Arc Search): # - Type a question -> Arc reads multiple sites and writes a single page # - Cites sources at the bottom # Dia (desktop AI browser): # - Sidebar AI that reads any tab and answers questions # - \"Summarize this page\", \"Find quotes about X\", \"Compare these tabs\" # Skills (Dia): # - Customizable AI shortcuts triggered by keywords # - Example skill: \"/email\" -> draft email based on current tab # AI Summaries: # - Hover any link -> Dia shows a 1-line summary before clicking # Best for: researchers, knowledge workers # who want the browser to do the reading for them"
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://fruition.net/brief/05-27-2026",
   "title": "Google's AI Search Overhaul: GML, AI Mode Data, May Core Update",
   "published_at": "2026-05-24T12:01:41",
   "engine": "AI Mode",
   "launch_year": "2025",
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "# Google's AI Search Overhaul: GML, AI Mode Data, May Core Update",
    "Google published its first global usage numbers for AI Mode after one year: more than 1 billion monthly active users, queries doubling every quarter since launch, and average AI Mode searches roughly three times longer than traditional ones."
   ],
   "launch_year_evidence": [
    "# Google's AI Search Overhaul: GML, AI Mode Data, May Core Update",
    "Google published its first global usage numbers for AI Mode after one year: more than 1 billion monthly active users, queries doubling every quarter since launch, and average AI Mode searches roughly three times longer than traditional ones."
   ],
   "status_evidence": [
    "# Google's AI Search Overhaul: GML, AI Mode Data, May Core Update",
    "Google published its first global usage numbers for AI Mode after one year: more than 1 billion monthly active users, queries doubling every quarter since launch, and average AI Mode searches roughly three times longer than traditional ones."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://kagi.com/pricing?period=annual&plan=individual",
   "title": "Kagi Search Pricing and Plans",
   "published_at": null,
   "engine": "Kagi Search and Assistant",
   "launch_year": null,
   "status": "active",
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   "category": null,
   "engine_evidence": [
    "Pricing",
    "Kagi has no ads, no tracking, no noise, and is fully funded by its users.",
    "- Explore Kagi Search and Assistant with privacy-first tech"
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "Pricing",
    "Kagi has no ads, no tracking, no noise, and is fully funded by its users.",
    "- Explore Kagi Search and Assistant with privacy-first tech"
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://pomegra.io/news/google-search-2026-ai-answers-replace-blue-links",
   "title": "Google Search 2026: AI Answers Replace Blue Links",
   "published_at": "2026-06-12T05:26:46",
   "engine": "AI Mode",
   "launch_year": "2025",
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "Google Search 2026: AI Answers Replace Blue Links",
    "## Lead",
    "CEO Sundar Pichai told developers at Shoreline Amphitheatre that **AI Mode** \u2014 the company's conversational search layer \u2014 had crossed 1 billion monthly users in its first year, while **AI Overviews**, the summary panel that appears above traditional results, now reaches 2.5 billion users every month."
   ],
   "launch_year_evidence": [
    "Google Search 2026: AI Answers Replace Blue Links",
    "## What Happened at Google IO",
    "**AI Mode** grew roughly tenfold between November 2025 and May 2026 \u2014 from 100 million to 1 billion monthly users \u2014 as queries more than doubled every quarter."
   ],
   "status_evidence": [
    "Google Search 2026: AI Answers Replace Blue Links",
    "## Lead",
    "AI Mode is now the global default experience."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://aeoeye.com/blog/best-ai-search-engines",
   "title": "Best AI Search Engines in 2026 (and How to Show Up in Them)",
   "published_at": "2026-07-10T00:00:00",
   "engine": "Perplexity",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "Best AI Search Engines in 2026 (and How to Show Up in Them)",
    "The strongest AI search engines right now are Perplexity, ChatGPT Search, Google's AI Overviews and AI Mode, and Gemini \u2014 each one wins a different job, and none of them is best at everything.",
    "| Perplexity | Fast, citation-first answers | Yes, prominently | Research, fact-checking, comparison shopping |",
    "Perplexity is the closest thing to a pure answer engine \u2014 it was built from day one around citing sources and showing its work, which is exactly why it became the default for people who want to double-check what they're being told."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "Best AI Search Engines in 2026 (and How to Show Up in Them)",
    "The strongest AI search engines right now are Perplexity, ChatGPT Search, Google's AI Overviews and AI Mode, and Gemini \u2014 each one wins a different job, and none of them is best at everything.",
    "| Perplexity | Fast, citation-first answers | Yes, prominently | Research, fact-checking, comparison shopping |",
    "Perplexity is the closest thing to a pure answer engine \u2014 it was built from day one around citing sources and showing its work, which is exactly why it became the default for people who want to double-check what they're being told."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://aeoeye.com/blog/best-ai-search-engines",
   "title": "Best AI Search Engines in 2026 (and How to Show Up in Them)",
   "published_at": "2026-07-10T00:00:00",
   "engine": "ChatGPT Search",
   "launch_year": null,
   "status": "active",
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   "category": null,
   "engine_evidence": [
    "Best AI Search Engines in 2026 (and How to Show Up in Them)",
    "The strongest AI search engines right now are Perplexity, ChatGPT Search, Google's AI Overviews and AI Mode, and Gemini \u2014 each one wins a different job, and none of them is best at everything.",
    "| ChatGPT Search | Conversational depth, strong follow-ups | Yes, inline links | Multi-step questions, planning, \"explain this to me\" |",
    "ChatGPT Search is less a search engine than a research assistant that happens to search \u2014 its real edge is holding context across an entire conversation, not just answering one isolated query."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "Best AI Search Engines in 2026 (and How to Show Up in Them)",
    "The strongest AI search engines right now are Perplexity, ChatGPT Search, Google's AI Overviews and AI Mode, and Gemini \u2014 each one wins a different job, and none of them is best at everything.",
    "| ChatGPT Search | Conversational depth, strong follow-ups | Yes, inline links | Multi-step questions, planning, \"explain this to me\" |",
    "ChatGPT Search is less a search engine than a research assistant that happens to search \u2014 its real edge is holding context across an entire conversation, not just answering one isolated query."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://aeoeye.com/blog/best-ai-search-engines",
   "title": "Best AI Search Engines in 2026 (and How to Show Up in Them)",
   "published_at": "2026-07-10T00:00:00",
   "engine": "Google AI Overviews / AI Mode",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "Best AI Search Engines in 2026 (and How to Show Up in Them)",
    "The strongest AI search engines right now are Perplexity, ChatGPT Search, Google's AI Overviews and AI Mode, and Gemini \u2014 each one wins a different job, and none of them is best at everything.",
    "| Google AI Overviews / AI Mode | Massive reach, sits on top of Search itself | Yes, linked sources | Everyday queries, local and commercial intent |",
    "Google's AI Overviews and AI Mode matter most because of sheer reach \u2014 they sit directly on top of the search engine billions of people already default to, so they don't need to win anyone over."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "Best AI Search Engines in 2026 (and How to Show Up in Them)",
    "The strongest AI search engines right now are Perplexity, ChatGPT Search, Google's AI Overviews and AI Mode, and Gemini \u2014 each one wins a different job, and none of them is best at everything.",
    "| Google AI Overviews / AI Mode | Massive reach, sits on top of Search itself | Yes, linked sources | Everyday queries, local and commercial intent |",
    "Google's AI Overviews and AI Mode matter most because of sheer reach \u2014 they sit directly on top of the search engine billions of people already default to, so they don't need to win anyone over."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://aeoeye.com/blog/best-ai-search-engines",
   "title": "Best AI Search Engines in 2026 (and How to Show Up in Them)",
   "published_at": "2026-07-10T00:00:00",
   "engine": "Gemini",
   "launch_year": null,
   "status": "active",
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   "category": null,
   "engine_evidence": [
    "Best AI Search Engines in 2026 (and How to Show Up in Them)",
    "The strongest AI search engines right now are Perplexity, ChatGPT Search, Google's AI Overviews and AI Mode, and Gemini \u2014 each one wins a different job, and none of them is best at everything.",
    "| Gemini | Deep tie-in with Google apps and Android | Yes, source chips | People already living inside the Google ecosystem |",
    "Gemini's biggest advantage isn't the model itself, it's the distribution \u2014 it's stitched into Android, Chrome, Gmail, and Google Workspace, so it shows up whether or not anyone went looking for it."
   ],
   "launch_year_evidence": null,
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    "The strongest AI search engines right now are Perplexity, ChatGPT Search, Google's AI Overviews and AI Mode, and Gemini \u2014 each one wins a different job, and none of them is best at everything.",
    "| Gemini | Deep tie-in with Google apps and Android | Yes, source chips | People already living inside the Google ecosystem |",
    "Gemini's biggest advantage isn't the model itself, it's the distribution \u2014 it's stitched into Android, Chrome, Gmail, and Google Workspace, so it shows up whether or not anyone went looking for it."
   ],
   "region_evidence": null,
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  },
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   "url": "https://aeoeye.com/blog/best-ai-search-engines",
   "title": "Best AI Search Engines in 2026 (and How to Show Up in Them)",
   "published_at": "2026-07-10T00:00:00",
   "engine": "Microsoft Copilot",
   "launch_year": null,
   "status": "active",
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   "category": null,
   "engine_evidence": [
    "Best AI Search Engines in 2026 (and How to Show Up in Them)",
    "Microsoft Copilot rounds out the field for anyone living inside Windows or Edge.",
    "| Microsoft Copilot | Built into Windows, Edge, and Microsoft 365 | Yes | Enterprise and Microsoft 365 workflows |",
    "Copilot is the quiet default for anyone who lives inside Windows, Edge, or Microsoft 365 \u2014 it's less a destination people seek out and more a layer that's already sitting there."
   ],
   "launch_year_evidence": null,
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    "Best AI Search Engines in 2026 (and How to Show Up in Them)",
    "Microsoft Copilot rounds out the field for anyone living inside Windows or Edge.",
    "| Microsoft Copilot | Built into Windows, Edge, and Microsoft 365 | Yes | Enterprise and Microsoft 365 workflows |",
    "Copilot is the quiet default for anyone who lives inside Windows, Edge, or Microsoft 365 \u2014 it's less a destination people seek out and more a layer that's already sitting there."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://github.com/Desearch-ai/desearch-search-evals",
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   "engine": "Desearch",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "# AI Search Benchmark",
    "It compares Desearch against GPT-5-mini, Perplexity sonar-pro, Tavily, and Exa on the same 250 questions, and re-runs every week so the numbers reflect how each provider answers *today*, not how it answered on a static test set months ago.",
    "| 1 | Desearch | 85.3% | 86.4% | 65.7% | **79.7%** |"
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "# AI Search Benchmark",
    "It compares Desearch against GPT-5-mini, Perplexity sonar-pro, Tavily, and Exa on the same 250 questions, and re-runs every week so the numbers reflect how each provider answers *today*, not how it answered on a static test set months ago.",
    "| 1 | Desearch | 85.3% | 86.4% | 65.7% | **79.7%** |"
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://github.com/Desearch-ai/desearch-search-evals",
   "title": "GitHub - Desearch-ai/desearch-search-evals",
   "published_at": null,
   "engine": "Exa",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "# AI Search Benchmark",
    "It compares Desearch against GPT-5-mini, Perplexity sonar-pro, Tavily, and Exa on the same 250 questions, and re-runs every week so the numbers reflect how each provider answers *today*, not how it answered on a static test set months ago.",
    "| 2 | Exa | 85.5% | 90.0% | 56.3% | **78.1%** |"
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "# AI Search Benchmark",
    "It compares Desearch against GPT-5-mini, Perplexity sonar-pro, Tavily, and Exa on the same 250 questions, and re-runs every week so the numbers reflect how each provider answers *today*, not how it answered on a static test set months ago.",
    "| 2 | Exa | 85.5% | 90.0% | 56.3% | **78.1%** |"
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://github.com/Desearch-ai/desearch-search-evals",
   "title": "GitHub - Desearch-ai/desearch-search-evals",
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   "engine": "GPT-5-mini",
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   "status": "active",
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   "category": null,
   "engine_evidence": [
    "# AI Search Benchmark",
    "It compares Desearch against GPT-5-mini, Perplexity sonar-pro, Tavily, and Exa on the same 250 questions, and re-runs every week so the numbers reflect how each provider answers *today*, not how it answered on a static test set months ago.",
    "| 3 | GPT-5-mini | 76.8% | 88.8% | 62.0% | **75.9%** |"
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "# AI Search Benchmark",
    "It compares Desearch against GPT-5-mini, Perplexity sonar-pro, Tavily, and Exa on the same 250 questions, and re-runs every week so the numbers reflect how each provider answers *today*, not how it answered on a static test set months ago.",
    "| 3 | GPT-5-mini | 76.8% | 88.8% | 62.0% | **75.9%** |"
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://github.com/Desearch-ai/desearch-search-evals",
   "title": "GitHub - Desearch-ai/desearch-search-evals",
   "published_at": null,
   "engine": "Tavily",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "# AI Search Benchmark",
    "It compares Desearch against GPT-5-mini, Perplexity sonar-pro, Tavily, and Exa on the same 250 questions, and re-runs every week so the numbers reflect how each provider answers *today*, not how it answered on a static test set months ago.",
    "| 4 | Tavily | 73.4% | 86.8% | 59.0% | **73.1%** |"
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "# AI Search Benchmark",
    "It compares Desearch against GPT-5-mini, Perplexity sonar-pro, Tavily, and Exa on the same 250 questions, and re-runs every week so the numbers reflect how each provider answers *today*, not how it answered on a static test set months ago.",
    "| 4 | Tavily | 73.4% | 86.8% | 59.0% | **73.1%** |"
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://github.com/Desearch-ai/desearch-search-evals",
   "title": "GitHub - Desearch-ai/desearch-search-evals",
   "published_at": null,
   "engine": "Perplexity sonar-pro",
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   "status": "active",
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   "category": null,
   "engine_evidence": [
    "# AI Search Benchmark",
    "It compares Desearch against GPT-5-mini, Perplexity sonar-pro, Tavily, and Exa on the same 250 questions, and re-runs every week so the numbers reflect how each provider answers *today*, not how it answered on a static test set months ago.",
    "| 5 | Perplexity sonar-pro | 67.8% | 88.4% | 49.2% | **68.4%** |"
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "# AI Search Benchmark",
    "It compares Desearch against GPT-5-mini, Perplexity sonar-pro, Tavily, and Exa on the same 250 questions, and re-runs every week so the numbers reflect how each provider answers *today*, not how it answered on a static test set months ago.",
    "| 5 | Perplexity sonar-pro | 67.8% | 88.4% | 49.2% | **68.4%** |"
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://techinterview.org/companies/genspark-interview-guide",
   "title": "Genspark Interview Guide (2026): Coding Bar Meets Agent Design",
   "published_at": "2026-07-22T16:40:45",
   "engine": "Genspark",
   "launch_year": "2024",
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "# Genspark Interview Guide (2026): Coding Bar Meets Agent Design",
    "It launched in 2024 as an AI search engine, then pivoted in April 2025 to Genspark Super Agent, an agent that plans and runs multi-step tasks: web search and research, generating \u201cSparkpages,\u201d and producing AI slides, sheets, and even automated phone calls."
   ],
   "launch_year_evidence": [
    "# Genspark Interview Guide (2026): Coding Bar Meets Agent Design",
    "It launched in 2024 as an AI search engine, then pivoted in April 2025 to Genspark Super Agent, an agent that plans and runs multi-step tasks: web search and research, generating \u201cSparkpages,\u201d and producing AI slides, sheets, and even automated phone calls."
   ],
   "status_evidence": [
    "# Genspark Interview Guide (2026): Coding Bar Meets Agent Design",
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   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://internationalworldtimes.com/article/914708841-spotlight-on-startups-launches-national-aeo-guide-to-close-the-ai-citation-gap",
   "title": "Spotlight on Startups Launches National AEO Guide to Close the AI Citation Gap",
   "published_at": null,
   "engine": "ChatGPT",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "# Spotlight on Startups Launches National AEO Guide to Close the AI Citation Gap",
    "Spotlight on Startups shows Orange County founders how to get cited by ChatGPT, Perplexity, and Google AI \u2014 using the AEO Authority Engine and structured media spotlights.",
    "Spotlight on Startups, an Orange County-based media platform dedicated to founder visibility, has published a comprehensive national guide on Answer Engine Optimization (AEO) \u2014 the emerging discipline of structuring brand expertise so AI platforms like ChatGPT, Perplexity, Google AI Mode, and Gemini cite your business when generating answers for buyers."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "# Spotlight on Startups Launches National AEO Guide to Close the AI Citation Gap",
    "ChatGPT now handles over 2 billion queries daily."
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   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://internationalworldtimes.com/article/914708841-spotlight-on-startups-launches-national-aeo-guide-to-close-the-ai-citation-gap",
   "title": "Spotlight on Startups Launches National AEO Guide to Close the AI Citation Gap",
   "published_at": null,
   "engine": "Perplexity",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "# Spotlight on Startups Launches National AEO Guide to Close the AI Citation Gap",
    "Spotlight on Startups shows Orange County founders how to get cited by ChatGPT, Perplexity, and Google AI \u2014 using the AEO Authority Engine and structured media spotlights.",
    "Spotlight on Startups, an Orange County-based media platform dedicated to founder visibility, has published a comprehensive national guide on Answer Engine Optimization (AEO) \u2014 the emerging discipline of structuring brand expertise so AI platforms like ChatGPT, Perplexity, Google AI Mode, and Gemini cite your business when generating answers for buyers."
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   "status_evidence": [
    "# Spotlight on Startups Launches National AEO Guide to Close the AI Citation Gap",
    "Spotlight on Startups, an Orange County-based media platform dedicated to founder visibility, has published a comprehensive national guide on Answer Engine Optimization (AEO) \u2014 the emerging discipline of structuring brand expertise so AI platforms like ChatGPT, Perplexity, Google AI Mode, and Gemini cite your business when generating answers for buyers."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://internationalworldtimes.com/article/914708841-spotlight-on-startups-launches-national-aeo-guide-to-close-the-ai-citation-gap",
   "title": "Spotlight on Startups Launches National AEO Guide to Close the AI Citation Gap",
   "published_at": null,
   "engine": "Google AI Mode",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "# Spotlight on Startups Launches National AEO Guide to Close the AI Citation Gap",
    "Spotlight on Startups, an Orange County-based media platform dedicated to founder visibility, has published a comprehensive national guide on Answer Engine Optimization (AEO) \u2014 the emerging discipline of structuring brand expertise so AI platforms like ChatGPT, Perplexity, Google AI Mode, and Gemini cite your business when generating answers for buyers."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "# Spotlight on Startups Launches National AEO Guide to Close the AI Citation Gap",
    "Spotlight on Startups, an Orange County-based media platform dedicated to founder visibility, has published a comprehensive national guide on Answer Engine Optimization (AEO) \u2014 the emerging discipline of structuring brand expertise so AI platforms like ChatGPT, Perplexity, Google AI Mode, and Gemini cite your business when generating answers for buyers."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://internationalworldtimes.com/article/914708841-spotlight-on-startups-launches-national-aeo-guide-to-close-the-ai-citation-gap",
   "title": "Spotlight on Startups Launches National AEO Guide to Close the AI Citation Gap",
   "published_at": null,
   "engine": "Gemini",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "# Spotlight on Startups Launches National AEO Guide to Close the AI Citation Gap",
    "Spotlight on Startups, an Orange County-based media platform dedicated to founder visibility, has published a comprehensive national guide on Answer Engine Optimization (AEO) \u2014 the emerging discipline of structuring brand expertise so AI platforms like ChatGPT, Perplexity, Google AI Mode, and Gemini cite your business when generating answers for buyers."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "# Spotlight on Startups Launches National AEO Guide to Close the AI Citation Gap",
    "Spotlight on Startups, an Orange County-based media platform dedicated to founder visibility, has published a comprehensive national guide on Answer Engine Optimization (AEO) \u2014 the emerging discipline of structuring brand expertise so AI platforms like ChatGPT, Perplexity, Google AI Mode, and Gemini cite your business when generating answers for buyers."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://programming-helper.com/tech/perplexity-ai-2026-answer-engine-search-copyright-legal-battles",
   "title": "Perplexity AI 2026: The $21B Answer Engine Reshaping Search and the Legal Battles That Define AI's Future",
   "published_at": "2026-05-03T00:00:00",
   "engine": "Perplexity",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "Technology",
    "Perplexity AI 2026: The $21B Answer Engine Reshaping Search and the Legal Battles That Define AI's Future",
    "The primary search engine, powered by the company's Sonar model based on Meta's Llama architecture, offers free public access while the Pro tier provides access to GPT-5.4, Claude 4.6, and Gemini 3.1 Pro as backend options."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "Technology",
    "Perplexity AI 2026: The $21B Answer Engine Reshaping Search and the Legal Battles That Define AI's Future",
    "Perplexity AI has transformed from an obscure AI startup into the most significant challenger to Google Search since Bing launched in 2009."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://ai-tools-hub.tech/blog/perplexity-comet-review-2026",
   "title": "Perplexity Comet Review 2026: Is the AI Browser Worth Switching From Chrome?",
   "published_at": "2026-05-16T21:00:00",
   "engine": "Perplexity",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "# Perplexity Comet Review 2026: Is the AI Browser Worth Switching From Chrome?",
    "Comet is an AI-native web browser built by Perplexity, the company behind the popular [Perplexity answer engine](/blog/perplexity-ai-review-2026)."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "# Perplexity Comet Review 2026: Is the AI Browser Worth Switching From Chrome?",
    "Comet is an AI-native web browser built by Perplexity, the company behind the popular [Perplexity answer engine](/blog/perplexity-ai-review-2026)."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://serchai.com/en/alternatives/perplexity",
   "title": "The best alternatives to Perplexity | Serchai",
   "published_at": "2026-08-12T00:00:00",
   "engine": "Perplexity",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "# The best alternatives to Perplexity",
    "Perplexity might not be the right fit: the price, a missing feature or a payment model you don't like.",
    "These are the closest alternatives in our catalog, ordered by rating, with the full review of each one.",
    "| [**Perplexity**](/en/reviews/perplexity/) | Free + from $20 | No | Web, iOS, Android | | [VisitPerplexity (opens in a new tab)](https://www.perplexity.ai/?utm_source=serchai&utm_medium=web&utm_content=alternativas-tabla-perplexity) |"
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "# The best alternatives to Perplexity",
    "Perplexity might not be the right fit: the price, a missing feature or a payment model you don't like.",
    "These are the closest alternatives in our catalog, ordered by rating, with the full review of each one.",
    "| [**Perplexity**](/en/reviews/perplexity/) | Free + from $20 | No | Web, iOS, Android | | [VisitPerplexity (opens in a new tab)](https://www.perplexity.ai/?utm_source=serchai&utm_medium=web&utm_content=alternativas-tabla-perplexity) |"
   ],
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  },
  {
   "url": "https://serchai.com/en/alternatives/perplexity",
   "title": "The best alternatives to Perplexity | Serchai",
   "published_at": "2026-08-12T00:00:00",
   "engine": "Kagi",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "# The best alternatives to Perplexity",
    "These are the closest alternatives in our catalog, ordered by rating, with the full review of each one.",
    "### [Kagi](/en/reviews/kagi/) 4/5 \u00b7 Free trial \u00b7 from $5",
    "| [**Kagi**](/en/reviews/kagi/) | Free trial \u00b7 from $5 | Yes | Web, iOS, Android, macOS, Windows, Chrome | | [VisitKagi (opens in a new tab)](https://kagi.com/?aff=serchai&utm_source=serchai&utm_medium=web&utm_content=alternativas-tabla-kagi) |"
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "# The best alternatives to Perplexity",
    "These are the closest alternatives in our catalog, ordered by rating, with the full review of each one.",
    "### [Kagi](/en/reviews/kagi/) 4/5 \u00b7 Free trial \u00b7 from $5",
    "| [**Kagi**](/en/reviews/kagi/) | Free trial \u00b7 from $5 | Yes | Web, iOS, Android, macOS, Windows, Chrome | | [VisitKagi (opens in a new tab)](https://kagi.com/?aff=serchai&utm_source=serchai&utm_medium=web&utm_content=alternativas-tabla-kagi) |"
   ],
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   "category_evidence": null
  },
  {
   "url": "https://serchai.com/en/alternatives/perplexity",
   "title": "The best alternatives to Perplexity | Serchai",
   "published_at": "2026-08-12T00:00:00",
   "engine": "Brave Search",
   "launch_year": "2023",
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "# The best alternatives to Perplexity",
    "These are the closest alternatives in our catalog, ordered by rating, with the full review of each one.",
    "### [Brave Search](/en/reviews/brave-search/) 3.7/5 \u00b7 Free + from $3",
    "| [**Brave Search**](/en/reviews/brave-search/) | Free + from $3 | No | Web | | [VisitBrave Search (opens in a new tab)](https://search.brave.com/?utm_source=serchai&utm_medium=web&utm_content=alternativas-tabla-brave-search) |"
   ],
   "launch_year_evidence": [
    "# The best alternatives to Perplexity",
    "These are the closest alternatives in our catalog, ordered by rating, with the full review of each one.",
    "### [Brave Search](/en/reviews/brave-search/) 3.7/5 \u00b7 Free + from $3",
    "First sweep. Brave Search is one of the few engines in the segment that does not lean on somebody else's index: its own April 2023 announcement states that it removed the last Bing API call, which accounted for around 7 per cent of results, and that every web result has come from its own index since."
   ],
   "status_evidence": [
    "# The best alternatives to Perplexity",
    "These are the closest alternatives in our catalog, ordered by rating, with the full review of each one.",
    "### [Brave Search](/en/reviews/brave-search/) 3.7/5 \u00b7 Free + from $3",
    "| [**Brave Search**](/en/reviews/brave-search/) | Free + from $3 | No | Web | | [VisitBrave Search (opens in a new tab)](https://search.brave.com/?utm_source=serchai&utm_medium=web&utm_content=alternativas-tabla-brave-search) |"
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://aiproplaybook.com/companies/genspark",
   "title": "Genspark AI Tools & Models | AI Pro Playbook",
   "published_at": null,
   "engine": "Genspark",
   "launch_year": "2024",
   "status": "renamed",
   "region": null,
   "category": null,
   "engine_evidence": [
    "Learn About Genspark's AI Products",
    "The company launched in June 2024 as an AI-powered search engine, reached roughly two million users in that form, then pivoted in 2025 to what it calls an agentic workspace \u2014 software where an autonomous agent does the work rather than a chat box that answers questions about it."
   ],
   "launch_year_evidence": [
    "Learn About Genspark's AI Products",
    "The company launched in June 2024 as an AI-powered search engine, reached roughly two million users in that form, then pivoted in 2025 to what it calls an agentic workspace \u2014 software where an autonomous agent does the work rather than a chat box that answers questions about it."
   ],
   "status_evidence": [
    "Learn About Genspark's AI Products",
    "The company launched in June 2024 as an AI-powered search engine, reached roughly two million users in that form, then pivoted in 2025 to what it calls an agentic workspace \u2014 software where an autonomous agent does the work rather than a chat box that answers questions about it."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://softwarenewswire.com/press-release/ai-presence-launches-automated-ai-visibility-operations-platform-governed-by-nvidia-nemoclaw-as-jonomor-closes-the-loop-on-the-new-age-of-ai-search-302772667-192315",
   "title": "AI Presence Launches Automated AI Visibility Operations Platform, Governed by NVIDIA NemoClaw, as Jonomor Closes the Loop on the New Age of AI Search - Software Newswire",
   "published_at": "2026-05-15T08:39:00",
   "engine": "ChatGPT",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "Jonomor\u2019s fifth launch in five weeks completes the AI Visibility ecosystem \u2014 every signal generated, governed, tracked, compounded.",
    "monthly AI citation monitoring runs across ChatGPT, Perplexity, and Gemini."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "Jonomor\u2019s fifth launch in five weeks completes the AI Visibility ecosystem \u2014 every signal generated, governed, tracked, compounded.",
    "monthly AI citation monitoring runs across ChatGPT, Perplexity, and Gemini."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://softwarenewswire.com/press-release/ai-presence-launches-automated-ai-visibility-operations-platform-governed-by-nvidia-nemoclaw-as-jonomor-closes-the-loop-on-the-new-age-of-ai-search-302772667-192315",
   "title": "AI Presence Launches Automated AI Visibility Operations Platform, Governed by NVIDIA NemoClaw, as Jonomor Closes the Loop on the New Age of AI Search - Software Newswire",
   "published_at": "2026-05-15T08:39:00",
   "engine": "Perplexity",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "Jonomor\u2019s fifth launch in five weeks completes the AI Visibility ecosystem \u2014 every signal generated, governed, tracked, compounded.",
    "monthly AI citation monitoring runs across ChatGPT, Perplexity, and Gemini."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "Jonomor\u2019s fifth launch in five weeks completes the AI Visibility ecosystem \u2014 every signal generated, governed, tracked, compounded.",
    "monthly AI citation monitoring runs across ChatGPT, Perplexity, and Gemini."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://softwarenewswire.com/press-release/ai-presence-launches-automated-ai-visibility-operations-platform-governed-by-nvidia-nemoclaw-as-jonomor-closes-the-loop-on-the-new-age-of-ai-search-302772667-192315",
   "title": "AI Presence Launches Automated AI Visibility Operations Platform, Governed by NVIDIA NemoClaw, as Jonomor Closes the Loop on the New Age of AI Search - Software Newswire",
   "published_at": "2026-05-15T08:39:00",
   "engine": "Gemini",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "Jonomor\u2019s fifth launch in five weeks completes the AI Visibility ecosystem \u2014 every signal generated, governed, tracked, compounded.",
    "monthly AI citation monitoring runs across ChatGPT, Perplexity, and Gemini."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "Jonomor\u2019s fifth launch in five weeks completes the AI Visibility ecosystem \u2014 every signal generated, governed, tracked, compounded.",
    "monthly AI citation monitoring runs across ChatGPT, Perplexity, and Gemini."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://apis.io/providers/neeva",
   "title": "Neeva \u2014 API Provider, Schemas",
   "published_at": null,
   "engine": "NeevaAI",
   "launch_year": "2019",
   "status": "discontinued",
   "region": null,
   "category": "answer engine",
   "engine_evidence": [
    "# Neeva",
    "It positioned itself as a privacy-first alternative to Google, later adding an AI-powered answer engine (NeevaAI)."
   ],
   "launch_year_evidence": [
    "# Neeva",
    "Neeva was an ad-free, subscription-based consumer search engine founded in 2019 by former Google executives Sridhar Ramaswamy and Vivek Raghunathan, backed by Greylock and Sequoia."
   ],
   "status_evidence": [
    "# Neeva",
    "Neeva was acquired by Snowflake in May 2023, and its consumer search product was shut down on June 2, 2023, with the team and technology folding into Snowflake to power enterprise search and generative-AI features."
   ],
   "region_evidence": null,
   "category_evidence": [
    "# Neeva",
    "It positioned itself as a privacy-first alternative to Google, later adding an AI-powered answer engine (NeevaAI)."
   ]
  },
  {
   "url": "https://seo-assistant.com/top-ai-search-engines",
   "title": "Top 12 AI Search Engines: Your Guide to Answer Engines in 2026",
   "published_at": "2025-12-28T12:43:22",
   "engine": "ChatGPT",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "## Top 12 AI Search Engines in 2026",
    "Discover the top AI search engines, including ChatGPT, Perplexity, and Gemini at SEO Assistant.",
    "### 1. ChatGPT (OpenAI)"
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "## Top 12 AI Search Engines in 2026",
    "Discover the top AI search engines, including ChatGPT, Perplexity, and Gemini at SEO Assistant.",
    "### 1. ChatGPT (OpenAI)",
    "Free to use."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://seo-assistant.com/top-ai-search-engines",
   "title": "Top 12 AI Search Engines: Your Guide to Answer Engines in 2026",
   "published_at": "2025-12-28T12:43:22",
   "engine": "Google Gemini",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "## Top 12 AI Search Engines in 2026",
    "Discover the top AI search engines, including ChatGPT, Perplexity, and Gemini at SEO Assistant.",
    "### 2. Google Gemini"
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "## Top 12 AI Search Engines in 2026",
    "Discover the top AI search engines, including ChatGPT, Perplexity, and Gemini at SEO Assistant.",
    "### 2. Google Gemini",
    "Free to use."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://seo-assistant.com/top-ai-search-engines",
   "title": "Top 12 AI Search Engines: Your Guide to Answer Engines in 2026",
   "published_at": "2025-12-28T12:43:22",
   "engine": "Perplexity AI",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "## Top 12 AI Search Engines in 2026",
    "Discover the top AI search engines, including ChatGPT, Perplexity, and Gemini at SEO Assistant.",
    "### 3. Perplexity AI"
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "## Top 12 AI Search Engines in 2026",
    "Discover the top AI search engines, including ChatGPT, Perplexity, and Gemini at SEO Assistant.",
    "### 3. Perplexity AI",
    "Free to use."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://seo-assistant.com/top-ai-search-engines",
   "title": "Top 12 AI Search Engines: Your Guide to Answer Engines in 2026",
   "published_at": "2025-12-28T12:43:22",
   "engine": "Grok",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "## Top 12 AI Search Engines in 2026",
    "Discover the top AI search engines, including ChatGPT, Perplexity, and Gemini at SEO Assistant.",
    "### 4. Grok (x AI)"
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "## Top 12 AI Search Engines in 2026",
    "Discover the top AI search engines, including ChatGPT, Perplexity, and Gemini at SEO Assistant.",
    "### 4. Grok (x AI)",
    "Free to use."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://seo-assistant.com/top-ai-search-engines",
   "title": "Top 12 AI Search Engines: Your Guide to Answer Engines in 2026",
   "published_at": "2025-12-28T12:43:22",
   "engine": "DeepSeek",
   "launch_year": "2025",
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "## Top 12 AI Search Engines in 2026",
    "Discover the top AI search engines, including ChatGPT, Perplexity, and Gemini at SEO Assistant.",
    "### 5. DeepSeek"
   ],
   "launch_year_evidence": [
    "## Top 12 AI Search Engines in 2026",
    "Discover the top AI search engines, including ChatGPT, Perplexity, and Gemini at SEO Assistant.",
    "### 5. DeepSeek",
    "This Chinese AI search platform exploded onto the scene in early 2025, quickly gaining traction for its powerful reasoning capabilities."
   ],
   "status_evidence": [
    "## Top 12 AI Search Engines in 2026",
    "Discover the top AI search engines, including ChatGPT, Perplexity, and Gemini at SEO Assistant.",
    "### 5. DeepSeek",
    "Free to use, but a login is required."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://seo-assistant.com/top-ai-search-engines",
   "title": "Top 12 AI Search Engines: Your Guide to Answer Engines in 2026",
   "published_at": "2025-12-28T12:43:22",
   "engine": "Claude",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "## Top 12 AI Search Engines in 2026",
    "Discover the top AI search engines, including ChatGPT, Perplexity, and Gemini at SEO Assistant.",
    "### 6. Claude (Anthropic)"
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "## Top 12 AI Search Engines in 2026",
    "Discover the top AI search engines, including ChatGPT, Perplexity, and Gemini at SEO Assistant.",
    "### 6. Claude (Anthropic)",
    "Free to use, but a login is required."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://seo-assistant.com/top-ai-search-engines",
   "title": "Top 12 AI Search Engines: Your Guide to Answer Engines in 2026",
   "published_at": "2025-12-28T12:43:22",
   "engine": "Microsoft Copilot",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "## Top 12 AI Search Engines in 2026",
    "Discover the top AI search engines, including ChatGPT, Perplexity, and Gemini at SEO Assistant.",
    "### 7. Microsoft Copilot (Bing AI)"
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "## Top 12 AI Search Engines in 2026",
    "Discover the top AI search engines, including ChatGPT, Perplexity, and Gemini at SEO Assistant.",
    "### 7. Microsoft Copilot (Bing AI)",
    "Free to use, no sign-up required."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://seo-assistant.com/top-ai-search-engines",
   "title": "Top 12 AI Search Engines: Your Guide to Answer Engines in 2026",
   "published_at": "2025-12-28T12:43:22",
   "engine": "Meta AI",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "## Top 12 AI Search Engines in 2026",
    "Discover the top AI search engines, including ChatGPT, Perplexity, and Gemini at SEO Assistant.",
    "### 8. Meta AI"
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "## Top 12 AI Search Engines in 2026",
    "Discover the top AI search engines, including ChatGPT, Perplexity, and Gemini at SEO Assistant.",
    "### 8. Meta AI",
    "Free to use."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://seo-assistant.com/top-ai-search-engines",
   "title": "Top 12 AI Search Engines: Your Guide to Answer Engines in 2026",
   "published_at": "2025-12-28T12:43:22",
   "engine": "Poe",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "## Top 12 AI Search Engines in 2026",
    "Discover the top AI search engines, including ChatGPT, Perplexity, and Gemini at SEO Assistant.",
    "### 9. Poe (Quora)"
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "## Top 12 AI Search Engines in 2026",
    "Discover the top AI search engines, including ChatGPT, Perplexity, and Gemini at SEO Assistant.",
    "### 9. Poe (Quora)",
    "Free to use, but a login is required."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://seo-assistant.com/top-ai-search-engines",
   "title": "Top 12 AI Search Engines: Your Guide to Answer Engines in 2026",
   "published_at": "2025-12-28T12:43:22",
   "engine": "You.com",
   "launch_year": null,
   "status": "active",
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   "engine_evidence": [
    "## Top 12 AI Search Engines in 2026",
    "Discover the top AI search engines, including ChatGPT, Perplexity, and Gemini at SEO Assistant.",
    "### 10. You.com"
   ],
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   "status_evidence": [
    "## Top 12 AI Search Engines in 2026",
    "Discover the top AI search engines, including ChatGPT, Perplexity, and Gemini at SEO Assistant.",
    "### 10. You.com",
    "Free to use."
   ],
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   "url": "https://seo-assistant.com/top-ai-search-engines",
   "title": "Top 12 AI Search Engines: Your Guide to Answer Engines in 2026",
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   "engine_evidence": [
    "## Top 12 AI Search Engines in 2026",
    "Discover the top AI search engines, including ChatGPT, Perplexity, and Gemini at SEO Assistant.",
    "### 11. Komo AI"
   ],
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   "status_evidence": [
    "## Top 12 AI Search Engines in 2026",
    "Discover the top AI search engines, including ChatGPT, Perplexity, and Gemini at SEO Assistant.",
    "### 11. Komo AI",
    "Free to use."
   ],
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   "url": "https://seo-assistant.com/top-ai-search-engines",
   "title": "Top 12 AI Search Engines: Your Guide to Answer Engines in 2026",
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   "engine": "Phind",
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   "engine_evidence": [
    "## Top 12 AI Search Engines in 2026",
    "Discover the top AI search engines, including ChatGPT, Perplexity, and Gemini at SEO Assistant.",
    "### 12. Phind"
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   "status_evidence": [
    "## Top 12 AI Search Engines in 2026",
    "Discover the top AI search engines, including ChatGPT, Perplexity, and Gemini at SEO Assistant.",
    "### 12. Phind",
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   ],
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  },
  {
   "url": "https://claudio-novaglio.com/en/blog/news-updates/google-ai-mode-ads-conversational-discovery-highlighted-answers",
   "title": "Ads inside AI Mode: what are Conversational Discovery Ads and Highlighted Answers, and what changes for SEOs and advertisers",
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    "# Ads inside AI Mode: what are Conversational Discovery Ads and Highlighted Answers, and what changes for SEOs and advertisers",
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   "launch_year_evidence": [
    "One year after launch, **AI Mode has reached 1 billion monthly active users globally** (figure announced by Google at the I/O 2026 keynote on May 19).",
    "# Ads inside AI Mode: what are Conversational Discovery Ads and Highlighted Answers, and what changes for SEOs and advertisers"
   ],
   "status_evidence": [
    "**AI Mode has reached 1 billion monthly active users globally** (figure announced by Google at the I/O 2026 keynote on May 19).",
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    "**As of now they are in testing in the United States on mobile and desktop, with no confirmed global rollout date**.",
    "# Ads inside AI Mode: what are Conversational Discovery Ads and Highlighted Answers, and what changes for SEOs and advertisers"
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   "category_evidence": null
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  {
   "url": "https://agenticsearch.cloud/posts/history-of-ai-search",
   "title": "The History of AI Search: 2022 to 2026",
   "published_at": "2026-08-14T00:00:00",
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   "launch_year": "2022",
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   "engine_evidence": [
    "Table of Contents",
    "The story has a clear arc: a demo (Perplexity, 2022), an architecture (RAG, 2023-2024), a discipline (agentic search and AEO, 2025), and an economy (search APIs as the retrieval layer, models as the reasoning layer, 2026).",
    "**Perplexity** was founded in August 2022 by Aravind Srinivas, Denis Yarats, Johnny Ho, and Andy Konwinski, and it launched on **December 7, 2022** \u2014 seven days after ChatGPT."
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    "**Perplexity** was founded in August 2022 by Aravind Srinivas, Denis Yarats, Johnny Ho, and Andy Konwinski, and it launched on **December 7, 2022** \u2014 seven days after ChatGPT."
   ],
   "status_evidence": [
    "Table of Contents",
    "In August 2026, the AI search stack has settled into a shape that would have been unrecognizable in 2022, and the shape is this: **search APIs are the retrieval layer, and models are the reasoning layer.**"
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   "url": "https://agenticsearch.cloud/posts/history-of-ai-search",
   "title": "The History of AI Search: 2022 to 2026",
   "published_at": "2026-08-14T00:00:00",
   "engine": "Bing Chat",
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   "status": "active",
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   ],
   "launch_year_evidence": [
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    "**Bing Chat** shipped on **February 7, 2023** \u2014 Microsoft had quietly integrated OpenAI\u2019s models into Bing, and for the first time in two decades, Google had a credible search competitor."
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   "status_evidence": [
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    "In August 2026, the AI search stack has settled into a shape that would have been unrecognizable in 2022, and the shape is this: **search APIs are the retrieval layer, and models are the reasoning layer.**"
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   "region_evidence": null,
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   "url": "https://agenticsearch.cloud/posts/history-of-ai-search",
   "title": "The History of AI Search: 2022 to 2026",
   "published_at": "2026-08-14T00:00:00",
   "engine": "Google Bard",
   "launch_year": "2023",
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "Table of Contents",
    "**Google Bard** followed on **March 21, 2023**, rushed out in response, and the \u201csearch wars\u201d narrative dominated the tech press for the rest of the year."
   ],
   "launch_year_evidence": [
    "Table of Contents",
    "**Google Bard** followed on **March 21, 2023**, rushed out in response, and the \u201csearch wars\u201d narrative dominated the tech press for the rest of the year."
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   "status_evidence": [
    "Table of Contents",
    "In August 2026, the AI search stack has settled into a shape that would have been unrecognizable in 2022, and the shape is this: **search APIs are the retrieval layer, and models are the reasoning layer.**"
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   "region_evidence": null,
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   "url": "https://szymaniakdigital.co.uk/what-is-grounding-in-ai-search",
   "title": "What Is Grounding in AI Search? Bing's Framework Explained (2026)",
   "published_at": "2026-05-09T23:06:47",
   "engine": "Bing",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "# What Is Grounding in AI Search?",
    "## **What Is Grounding in AI Search? Bing\u2019s New Framework (2026) Explained for Brands**",
    "The concept at the centre of that post \u2013 grounding \u2013 is now arguably the single most important technical idea for any organisation serious about visibility in AI Overviews, AI Mode, Copilot, ChatGPT Search, Perplexity, and every other AI-driven search surface emerging in 2026."
   ],
   "launch_year_evidence": null,
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   "url": "https://szymaniakdigital.co.uk/what-is-grounding-in-ai-search",
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   "engine": "Copilot",
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   "engine_evidence": [
    "# What Is Grounding in AI Search?",
    "## **What Is Grounding in AI Search? Bing\u2019s New Framework (2026) Explained for Brands**",
    "The concept at the centre of that post \u2013 grounding \u2013 is now arguably the single most important technical idea for any organisation serious about visibility in AI Overviews, AI Mode, Copilot, ChatGPT Search, Perplexity, and every other AI-driven search surface emerging in 2026."
   ],
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   "url": "https://szymaniakdigital.co.uk/what-is-grounding-in-ai-search",
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   "engine": "ChatGPT Search",
   "launch_year": null,
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   "region": null,
   "category": null,
   "engine_evidence": [
    "# What Is Grounding in AI Search?",
    "## **What Is Grounding in AI Search? Bing\u2019s New Framework (2026) Explained for Brands**",
    "The concept at the centre of that post \u2013 grounding \u2013 is now arguably the single most important technical idea for any organisation serious about visibility in AI Overviews, AI Mode, Copilot, ChatGPT Search, Perplexity, and every other AI-driven search surface emerging in 2026."
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
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  },
  {
   "url": "https://szymaniakdigital.co.uk/what-is-grounding-in-ai-search",
   "title": "What Is Grounding in AI Search? Bing's Framework Explained (2026)",
   "published_at": "2026-05-09T23:06:47",
   "engine": "Perplexity",
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   "category": null,
   "engine_evidence": [
    "# What Is Grounding in AI Search?",
    "## **What Is Grounding in AI Search? Bing\u2019s New Framework (2026) Explained for Brands**",
    "The concept at the centre of that post \u2013 grounding \u2013 is now arguably the single most important technical idea for any organisation serious about visibility in AI Overviews, AI Mode, Copilot, ChatGPT Search, Perplexity, and every other AI-driven search surface emerging in 2026."
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
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  },
  {
   "url": "https://beginnersinai.org/how-to-use-perplexity",
   "title": "How to Use Perplexity AI: Complete Beginner\u2019s Guide 2026",
   "published_at": "2026-03-29T18:39:57",
   "engine": "Perplexity",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "**What it is:** A 2026 walkthrough for using Perplexity as your live-web research engine, including Comet, Spaces, and Workflows.",
    "Perplexity in 2026 is no longer a \u201csearch engine with citations.\u201d It is a full research surface: an AI browser called Comet, collaborative workspaces called Spaces, an agent called Perplexity Computer that runs scheduled multi-step workflows, and long-form Deep Research reports that read like a junior analyst\u2019s first draft."
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   "launch_year_evidence": null,
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    "**What it is:** A 2026 walkthrough for using Perplexity as your live-web research engine, including Comet, Spaces, and Workflows.",
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  {
   "url": "https://aireview.tools/tools/kagi/alternatives",
   "title": "Best Kagi Alternatives in 2026",
   "published_at": null,
   "engine": "Brave Search",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "Best Kagi Alternatives in 2026",
    "Other tools in the AI Search category you might want to consider.",
    "### Brave Search"
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://aireview.tools/tools/kagi/alternatives",
   "title": "Best Kagi Alternatives in 2026",
   "published_at": null,
   "engine": "Perplexity",
   "launch_year": null,
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   "category": null,
   "engine_evidence": [
    "Best Kagi Alternatives in 2026",
    "Other tools in the AI Search category you might want to consider.",
    "### Perplexity"
   ],
   "launch_year_evidence": null,
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   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://aireview.tools/tools/kagi/alternatives",
   "title": "Best Kagi Alternatives in 2026",
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   "engine_evidence": [
    "Best Kagi Alternatives in 2026",
    "Other tools in the AI Search category you might want to consider.",
    "### Searchgpt"
   ],
   "launch_year_evidence": null,
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  },
  {
   "url": "https://aireview.tools/tools/kagi/alternatives",
   "title": "Best Kagi Alternatives in 2026",
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    "Best Kagi Alternatives in 2026",
    "Other tools in the AI Search category you might want to consider.",
    "### Tavily"
   ],
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  },
  {
   "url": "https://aireview.tools/tools/kagi/alternatives",
   "title": "Best Kagi Alternatives in 2026",
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   "engine": "Exa",
   "launch_year": null,
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   "engine_evidence": [
    "Best Kagi Alternatives in 2026",
    "Other tools in the AI Search category you might want to consider.",
    "### Exa"
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   "launch_year_evidence": null,
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  },
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   "url": "https://aireview.tools/tools/kagi/alternatives",
   "title": "Best Kagi Alternatives in 2026",
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   "engine_evidence": [
    "Best Kagi Alternatives in 2026",
    "Other tools in the AI Search category you might want to consider.",
    "### You Com"
   ],
   "launch_year_evidence": null,
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  },
  {
   "url": "https://aireview.tools/tools/kagi/alternatives",
   "title": "Best Kagi Alternatives in 2026",
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   "engine_evidence": [
    "Best Kagi Alternatives in 2026",
    "Other tools in the AI Search category you might want to consider.",
    "### Phind"
   ],
   "launch_year_evidence": null,
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  },
  {
   "url": "https://aireview.tools/tools/kagi/alternatives",
   "title": "Best Kagi Alternatives in 2026",
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   "engine": "Consensus",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "Best Kagi Alternatives in 2026",
    "Other tools in the AI Search category you might want to consider.",
    "### Consensus"
   ],
   "launch_year_evidence": null,
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   "category_evidence": null
  },
  {
   "url": "https://aireview.tools/tools/kagi/alternatives",
   "title": "Best Kagi Alternatives in 2026",
   "published_at": null,
   "engine": "Elicit",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "Best Kagi Alternatives in 2026",
    "Other tools in the AI Search category you might want to consider.",
    "### Elicit"
   ],
   "launch_year_evidence": null,
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   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://aireview.tools/tools/kagi/alternatives",
   "title": "Best Kagi Alternatives in 2026",
   "published_at": null,
   "engine": "Arc Search",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "Best Kagi Alternatives in 2026",
    "Other tools in the AI Search category you might want to consider.",
    "### Arc Search"
   ],
   "launch_year_evidence": null,
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  },
  {
   "url": "https://aireview.tools/tools/kagi/alternatives",
   "title": "Best Kagi Alternatives in 2026",
   "published_at": null,
   "engine": "Andi",
   "launch_year": null,
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   "region": null,
   "category": null,
   "engine_evidence": [
    "Best Kagi Alternatives in 2026",
    "Other tools in the AI Search category you might want to consider.",
    "### Andi"
   ],
   "launch_year_evidence": null,
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  },
  {
   "url": "https://aventure.vc/companies/genspark-palo-alto-ca-us/news",
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   "engine": "Genspark",
   "launch_year": "2024",
   "status": "active",
   "region": null,
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   "engine_evidence": [
    "# Genspark",
    "Genspark is the latest attempt at an AI-powered search engine"
   ],
   "launch_year_evidence": [
    "TechCrunch",
    "Genspark is the latest attempt at an AI-powered search engine",
    "Genspark launched as a new AI-powered search engine using generative AI to write custom Sparkpages in response to search queries, backed by...",
    "Jun 18, 2024"
   ],
   "status_evidence": [
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    "Jun 18, 2024"
   ],
   "region_evidence": null,
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  },
  {
   "url": "https://ewams.net/?date=2026/03/27&view=Easiest_Way_to_Get_Started_with_AI",
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   "engine": "Perplexity",
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   "category": "AI system",
   "engine_evidence": [
    "- [Perplexity.ai](https://www.perplexity.ai/) - Perplexity is a popular AI system offered completely free without an account."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "- [Perplexity.ai](https://www.perplexity.ai/) - Perplexity is a popular AI system offered completely free without an account."
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   "region_evidence": null,
   "category_evidence": [
    "- [Perplexity.ai](https://www.perplexity.ai/) - Perplexity is a popular AI system offered completely free without an account."
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  {
   "url": "https://mainlandmoment.com/google-gemini-vs-bing-ai-in-2026",
   "title": "Google Gemini Vs Bing AI In 2026: Which Search Engine Gives Smarter Answers \u2014 And Why Yahoo Still Isn't Competing",
   "published_at": "2026-04-22T09:34:25",
   "engine": "Scout",
   "launch_year": "2026",
   "status": "active",
   "region": null,
   "category": "AI answer engine",
   "engine_evidence": [
    "Google Gemini vs Bing AI: Which Search Engine Gives Smarter Answers in 2026 \u2014 And Why Yahoo Isn\u2019t Even Competing",
    "In January 2026, Yahoo launched \u201cScout,\u201d its first real attempt at an AI answer engine."
   ],
   "launch_year_evidence": [
    "Google Gemini vs Bing AI: Which Search Engine Gives Smarter Answers in 2026 \u2014 And Why Yahoo Isn\u2019t Even Competing",
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   "status_evidence": [
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  {
   "url": "https://unifai.info/tool/andi",
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   "engine": "Andi",
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    "search engine",
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   "url": "https://unifai.info/tool/andi",
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   "engine_evidence": [
    "search engine",
    "- [### Genspark AI Browser\nAI-powered search engine that generates comprehensive, ad-free answer pages with cited sources and interactive follow-up questions.](/tool/genspark_ai_browser)"
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  {
   "url": "https://unifai.info/tool/andi",
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   "engine_evidence": [
    "search engine",
    "- [### Microsoft Bing\nMicrosoft's search engine enhanced with AI-powered chat, image generation, and conversational search capabilities powered by GPT-4 integration.](/tool/microsoft_bing)"
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  },
  {
   "url": "https://unifai.info/tool/andi",
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   "engine": "WolframAlpha",
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    "search engine",
    "- [### WolframAlpha\nComputational knowledge engine that answers factual queries using curated data and algorithms. Solves math, science, and data analysis problems.](/tool/wolframalpha)"
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://unifai.info/tool/andi",
   "title": "Andi \u2014 search engine AI tool",
   "published_at": null,
   "engine": "Perplexity AI",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "search engine",
    "- [### Perplexity AI\nAI-powered search engine that provides cited, conversational answers by searching the web in real-time. Combines LLM reasoning with up-to-date source verification.](/tool/perplexity_ai)"
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://unifai.info/tool/andi",
   "title": "Andi \u2014 search engine AI tool",
   "published_at": null,
   "engine": "You.com",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "search engine",
    "- [### You.com\nYou.com is an AI search assistant giving conversational, citation-backed answers plus specialized agents for deep multi-source research (ARI), image creation, and code. Best for researchers and analysts who need verifiable sources; a chat-search alternative to Perplexity. Also offers web-search and research APIs.](/tool/you_com)"
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://pondero.ai/agents/guides/firecrawl-vs-tavily-vs-exa-search-api-agents-july-2026",
   "title": "Firecrawl vs Tavily vs Exa: best web search API for AI agents (July 2026)",
   "published_at": "2026-07-30T00:00:00",
   "engine": "Firecrawl",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": "web search API for AI agents",
   "engine_evidence": [
    "Guideintermediate",
    "Firecrawl vs Tavily vs Exa: best web search API for AI agents (July 2026)",
    "Firecrawl's July 22 /search upgrade posts a 94.7% SimpleQA score on its own harness, and at the Standard tier it also undercuts Tavily and Exa on cost per search."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "Guideintermediate",
    "Firecrawl vs Tavily vs Exa: best web search API for AI agents (July 2026)",
    "Firecrawl's July 22 /search upgrade posts a 94.7% SimpleQA score on its own harness, and at the Standard tier it also undercuts Tavily and Exa on cost per search."
   ],
   "region_evidence": null,
   "category_evidence": [
    "Guideintermediate",
    "Firecrawl vs Tavily vs Exa: best web search API for AI agents (July 2026)",
    "The pick for an accuracy-first agent, as of late July, is Firecrawl `/search`."
   ]
  },
  {
   "url": "https://pondero.ai/agents/guides/firecrawl-vs-tavily-vs-exa-search-api-agents-july-2026",
   "title": "Firecrawl vs Tavily vs Exa: best web search API for AI agents (July 2026)",
   "published_at": "2026-07-30T00:00:00",
   "engine": "Tavily",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": "web search API for AI agents",
   "engine_evidence": [
    "Guideintermediate",
    "Firecrawl vs Tavily vs Exa: best web search API for AI agents (July 2026)",
    "Firecrawl's July 22 /search upgrade posts a 94.7% SimpleQA score on its own harness, and at the Standard tier it also undercuts Tavily and Exa on cost per search."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "Guideintermediate",
    "Firecrawl vs Tavily vs Exa: best web search API for AI agents (July 2026)",
    "Tavily got bought."
   ],
   "region_evidence": null,
   "category_evidence": [
    "Guideintermediate",
    "Firecrawl vs Tavily vs Exa: best web search API for AI agents (July 2026)",
    "The pick for an accuracy-first agent, as of late July, is Firecrawl `/search`."
   ]
  },
  {
   "url": "https://pondero.ai/agents/guides/firecrawl-vs-tavily-vs-exa-search-api-agents-july-2026",
   "title": "Firecrawl vs Tavily vs Exa: best web search API for AI agents (July 2026)",
   "published_at": "2026-07-30T00:00:00",
   "engine": "Exa",
   "launch_year": "2026",
   "status": "active",
   "region": null,
   "category": "web search API for AI agents",
   "engine_evidence": [
    "Guideintermediate",
    "Firecrawl vs Tavily vs Exa: best web search API for AI agents (July 2026)",
    "Firecrawl's July 22 /search upgrade posts a 94.7% SimpleQA score on its own harness, and at the Standard tier it also undercuts Tavily and Exa on cost per search."
   ],
   "launch_year_evidence": [
    "Guideintermediate",
    "Firecrawl vs Tavily vs Exa: best web search API for AI agents (July 2026)",
    "Exa shipped speed."
   ],
   "status_evidence": [
    "Guideintermediate",
    "Firecrawl vs Tavily vs Exa: best web search API for AI agents (July 2026)",
    "Exa shipped speed."
   ],
   "region_evidence": null,
   "category_evidence": [
    "Guideintermediate",
    "Firecrawl vs Tavily vs Exa: best web search API for AI agents (July 2026)",
    "The pick for an accuracy-first agent, as of late July, is Firecrawl `/search`."
   ]
  },
  {
   "url": "https://felo.ai/blog/tags/felo-ai-search/page/3",
   "title": "48 posts tagged with \"Felo AI Search\" | Felo Search Blog",
   "published_at": "2024-09-26T09:43:52",
   "engine": "Felo AI Search",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "# 48 posts tagged with \"Felo AI Search\"",
    "This article compares Felo AI Search and Arc Search, two AI-powered search engines."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "# 48 posts tagged with \"Felo AI Search\"",
    "This article compares Felo AI Search and Arc Search, two AI-powered search engines."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://cocondesneiges.fr/en/ai/chatgpt-alternatives",
   "title": "ChatGPT Alternatives: The Best Free Competitors in 2026",
   "published_at": "2026-01-21T23:17:24",
   "engine": "Perplexity",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "ChatGPT Alternatives: The Best Free Competitors in 2026",
    "This article compares the six leading alternatives in detail: Claude, Gemini, Mistral Le Chat, Perplexity, Copilot and DeepSeek.",
    "## ChatGPT alternatives comparison table 2026",
    "| Perplexity | Yes | Sourced answers, reliable factual research | Not suited for long content, Pro needed for complex queries | 8.5/10 |",
    "### 4. Perplexity \u2014 The alternative for sourced research",
    "Perplexity stands radically apart from ChatGPT: it is not a conversational chatbot but an AI search engine that systematically cites its sources."
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://techcrunch.com/2025/11/03/dias-ai-browser-starts-adding-arcs-greatest-hits-to-its-feature-set",
   "title": "Dia\u2019s AI browser starts adding Arc\u2019s \u2018greatest hits\u2019 to its feature set",
   "published_at": "2025-11-03T17:01:58",
   "engine": "Arc Search",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "Miller additionally solicited feedback about other features to add, like [swipeable profiles](https://x.com/joshm/status/1985168942139424817) and [Arc Search-inspired updates for the Dia mobile app](https://x.com/joshm/status/1985174352094965776) coming in 2026."
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://airanklab.com/blog/rise-of-answer-engines-ai-reshaping-search",
   "title": "The Rise of Answer Engines: How AI Is Reshaping Search in 2026",
   "published_at": "2026-03-01T18:30:00",
   "engine": "ChatGPT Search",
   "launch_year": "2024",
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "The Answer Engine Emergence Timeline",
    "- **October 2024:** ChatGPT Search launches for Plus subscribers",
    "The Answer Engine Adoption Curve: By the Numbers",
    "| Platform | 2023 MAU | 2026 MAU | YoY Growth | Query Share |",
    "| ChatGPT | ~100M | 2.8B+ | +64% (2025\u201326) | ~64% of AI queries |"
   ],
   "launch_year_evidence": [
    "The Answer Engine Emergence Timeline",
    "- **October 2024:** ChatGPT Search launches for Plus subscribers"
   ],
   "status_evidence": [
    "The Answer Engine Emergence Timeline",
    "- **October 2024:** ChatGPT Search launches for Plus subscribers",
    "The Answer Engine Adoption Curve: By the Numbers",
    "| Platform | 2023 MAU | 2026 MAU | YoY Growth | Query Share |",
    "| ChatGPT | ~100M | 2.8B+ | +64% (2025\u201326) | ~64% of AI queries |"
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://airanklab.com/blog/rise-of-answer-engines-ai-reshaping-search",
   "title": "The Rise of Answer Engines: How AI Is Reshaping Search in 2026",
   "published_at": "2026-03-01T18:30:00",
   "engine": "Microsoft Bing AI",
   "launch_year": "2023",
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "The Answer Engine Emergence Timeline",
    "- **February 2023:** Microsoft integrates AI into Bing; Google announces Bard in response"
   ],
   "launch_year_evidence": [
    "The Answer Engine Emergence Timeline",
    "- **February 2023:** Microsoft integrates AI into Bing; Google announces Bard in response"
   ],
   "status_evidence": [
    "The Answer Engine Emergence Timeline",
    "- **February 2023:** Microsoft integrates AI into Bing; Google announces Bard in response"
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://airanklab.com/blog/rise-of-answer-engines-ai-reshaping-search",
   "title": "The Rise of Answer Engines: How AI Is Reshaping Search in 2026",
   "published_at": "2026-03-01T18:30:00",
   "engine": "Google Search Generative Experience (SGE)",
   "launch_year": "2023",
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "The Answer Engine Emergence Timeline",
    "- **May 2023:** Google launches Search Generative Experience (SGE) in Labs"
   ],
   "launch_year_evidence": [
    "The Answer Engine Emergence Timeline",
    "- **May 2023:** Google launches Search Generative Experience (SGE) in Labs"
   ],
   "status_evidence": [
    "The Answer Engine Emergence Timeline",
    "- **May 2023:** Google launches Search Generative Experience (SGE) in Labs"
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://airanklab.com/blog/rise-of-answer-engines-ai-reshaping-search",
   "title": "The Rise of Answer Engines: How AI Is Reshaping Search in 2026",
   "published_at": "2026-03-01T18:30:00",
   "engine": "Perplexity AI",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "The Answer Engine Emergence Timeline",
    "- **March 2024:** Perplexity AI raises $73.6M, validating dedicated AI search market",
    "The Answer Engine Adoption Curve: By the Numbers",
    "| Platform | 2023 MAU | 2026 MAU | YoY Growth | Query Share |",
    "| Perplexity AI | <1M | 100M+ MAU | +370% YoY | ~6.6% |"
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "The Answer Engine Emergence Timeline",
    "- **March 2024:** Perplexity AI raises $73.6M, validating dedicated AI search market",
    "The Answer Engine Adoption Curve: By the Numbers",
    "| Platform | 2023 MAU | 2026 MAU | YoY Growth | Query Share |",
    "| Perplexity AI | <1M | 100M+ MAU | +370% YoY | ~6.6% |"
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://airanklab.com/blog/rise-of-answer-engines-ai-reshaping-search",
   "title": "The Rise of Answer Engines: How AI Is Reshaping Search in 2026",
   "published_at": "2026-03-01T18:30:00",
   "engine": "Google AI Overviews",
   "launch_year": "2024",
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "The Answer Engine Emergence Timeline",
    "- **May 2024:** Google AI Overviews launches broadly in the US",
    "The Answer Engine Adoption Curve: By the Numbers",
    "| Platform | 2023 MAU | 2026 MAU | YoY Growth | Query Share |",
    "| Google AI Overviews | N/A (SGE Labs) | 1B+ users | Launched broadly May 2024 | 25\u201340% of US queries |"
   ],
   "launch_year_evidence": [
    "The Answer Engine Emergence Timeline",
    "- **May 2024:** Google AI Overviews launches broadly in the US"
   ],
   "status_evidence": [
    "The Answer Engine Emergence Timeline",
    "- **May 2024:** Google AI Overviews launches broadly in the US",
    "The Answer Engine Adoption Curve: By the Numbers",
    "| Platform | 2023 MAU | 2026 MAU | YoY Growth | Query Share |",
    "| Google AI Overviews | N/A (SGE Labs) | 1B+ users | Launched broadly May 2024 | 25\u201340% of US queries |"
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://airanklab.com/blog/rise-of-answer-engines-ai-reshaping-search",
   "title": "The Rise of Answer Engines: How AI Is Reshaping Search in 2026",
   "published_at": "2026-03-01T18:30:00",
   "engine": "Google Gemini",
   "launch_year": "2023",
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "The Answer Engine Adoption Curve: By the Numbers",
    "| Platform | 2023 MAU | 2026 MAU | YoY Growth | Query Share |",
    "| Google Gemini | N/A (Bard) | 2B+ visits/mo | +647% YoY | ~21.5% |"
   ],
   "launch_year_evidence": [
    "The Answer Engine Emergence Timeline",
    "- **February 2023:** Microsoft integrates AI into Bing; Google announces Bard in response"
   ],
   "status_evidence": [
    "The Answer Engine Adoption Curve: By the Numbers",
    "| Platform | 2023 MAU | 2026 MAU | YoY Growth | Query Share |",
    "| Google Gemini | N/A (Bard) | 2B+ visits/mo | +647% YoY | ~21.5% |"
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://airanklab.com/blog/rise-of-answer-engines-ai-reshaping-search",
   "title": "The Rise of Answer Engines: How AI Is Reshaping Search in 2026",
   "published_at": "2026-03-01T18:30:00",
   "engine": "Claude",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "The Answer Engine Adoption Curve: By the Numbers",
    "| Platform | 2023 MAU | 2026 MAU | YoY Growth | Query Share |",
    "| Claude (Anthropic) | N/A | ~50M+ MAU | Rapid growth | ~4\u20135% |"
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "The Answer Engine Adoption Curve: By the Numbers",
    "| Platform | 2023 MAU | 2026 MAU | YoY Growth | Query Share |",
    "| Claude (Anthropic) | N/A | ~50M+ MAU | Rapid growth | ~4\u20135% |"
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://clarqo.com/2026/04/23/the-ai-search-wars-perplexity-chatgpt-search-and-google-ai-mode-redraw-the-map",
   "title": "The AI Search Wars: Perplexity, ChatGPT Search and Google AI Mode Redraw the Map",
   "published_at": "2026-04-23T18:05:00",
   "engine": "AI Mode",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "The AI Search Wars: Perplexity, ChatGPT Search and Google AI Mode Redraw the Map",
    "In the space of twelve months, three products \u2014 Google\u2019s AI Mode, OpenAI\u2019s ChatGPT Search, and Perplexity\u2019s answer engine \u2014 have moved from curiosities to a measurable structural shift in how users find information online.",
    "Google disclosed in its Q1 2026 earnings that AI Mode, which replaces the classic ten-blue-links layout with a generated answer, is now the default experience for more than 40% of logged-in queries in the U.S. and U.K., up from a limited rollout in 2025."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "The AI Search Wars: Perplexity, ChatGPT Search and Google AI Mode Redraw the Map",
    "Google disclosed in its Q1 2026 earnings that AI Mode, which replaces the classic ten-blue-links layout with a generated answer, is now the default experience for more than 40% of logged-in queries in the U.S. and U.K., up from a limited rollout in 2025."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://clarqo.com/2026/04/23/the-ai-search-wars-perplexity-chatgpt-search-and-google-ai-mode-redraw-the-map",
   "title": "The AI Search Wars: Perplexity, ChatGPT Search and Google AI Mode Redraw the Map",
   "published_at": "2026-04-23T18:05:00",
   "engine": "ChatGPT Search",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "The AI Search Wars: Perplexity, ChatGPT Search and Google AI Mode Redraw the Map",
    "In the space of twelve months, three products \u2014 Google\u2019s AI Mode, OpenAI\u2019s ChatGPT Search, and Perplexity\u2019s answer engine \u2014 have moved from curiosities to a measurable structural shift in how users find information online.",
    "ChatGPT Search, which OpenAI made free-tier default in late 2025, is handling what Similarweb estimates at roughly 1.1 billion searches per week \u2014 still a fraction of Google\u2019s ~110 billion weekly, but larger than Bing was at its peak."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "The AI Search Wars: Perplexity, ChatGPT Search and Google AI Mode Redraw the Map",
    "ChatGPT Search, which OpenAI made free-tier default in late 2025, is handling what Similarweb estimates at roughly 1.1 billion searches per week \u2014 still a fraction of Google\u2019s ~110 billion weekly, but larger than Bing was at its peak."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://clarqo.com/2026/04/23/the-ai-search-wars-perplexity-chatgpt-search-and-google-ai-mode-redraw-the-map",
   "title": "The AI Search Wars: Perplexity, ChatGPT Search and Google AI Mode Redraw the Map",
   "published_at": "2026-04-23T18:05:00",
   "engine": "Perplexity",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "The AI Search Wars: Perplexity, ChatGPT Search and Google AI Mode Redraw the Map",
    "In the space of twelve months, three products \u2014 Google\u2019s AI Mode, OpenAI\u2019s ChatGPT Search, and Perplexity\u2019s answer engine \u2014 have moved from curiosities to a measurable structural shift in how users find information online.",
    "Perplexity closed a funding round in March at an $18 billion valuation, according to filings first reported by The Information, and says it is now processing over 780 million queries per month."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "The AI Search Wars: Perplexity, ChatGPT Search and Google AI Mode Redraw the Map",
    "Perplexity closed a funding round in March at an $18 billion valuation, according to filings first reported by The Information, and says it is now processing over 780 million queries per month."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://clarqo.com/2026/04/23/the-ai-search-wars-perplexity-chatgpt-search-and-google-ai-mode-redraw-the-map",
   "title": "The AI Search Wars: Perplexity, ChatGPT Search and Google AI Mode Redraw the Map",
   "published_at": "2026-04-23T18:05:00",
   "engine": "Copilot Search",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "The AI Search Wars: Perplexity, ChatGPT Search and Google AI Mode Redraw the Map",
    "Microsoft\u2019s Copilot Search, bundled into Windows and Edge, is the quiet fourth player: Statcounter puts its combined global share at 4.9%, but usage inside Fortune 500 companies is materially higher thanks to Microsoft 365 distribution."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "The AI Search Wars: Perplexity, ChatGPT Search and Google AI Mode Redraw the Map",
    "Microsoft\u2019s Copilot Search, bundled into Windows and Edge, is the quiet fourth player: Statcounter puts its combined global share at 4.9%, but usage inside Fortune 500 companies is materially higher thanks to Microsoft 365 distribution."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://eng.pressbee.net/show4716426.html",
   "title": "10 Hacks Every Perplexity User Should Know ...Middle East",
   "published_at": "2026-06-02T22:42:02",
   "engine": "Perplexity",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "# 10 Hacks Every Perplexity User Should Know ...Middle East",
    "You probably use Perplexity as a quick answer machine."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "# 10 Hacks Every Perplexity User Should Know ...Middle East",
    "You probably use Perplexity as a quick answer machine."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://trydecoding.com/blog/ai-search-market-share",
   "title": "AI Search Engine Market Share, 2020-2030 Growth Projections - Decoding",
   "published_at": "2025-10-10T08:37:30",
   "engine": "ChatGPT Search",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "A new layer has emerged above it: **AI search engines.**",
    "[ChatGPT](https://trydecoding.com/chatgpt-visibility-tracker/), Perplexity, Google\u2019s Gemini & AI Mode, Bing Copilot, all competing not for keywords, but for the right to **mediate human intent**.",
    "### **ChatGPT Search**",
    "**ChatGPT Search** processes **over 2.5 billion prompts per day**, roughly 15\u201320% of Google\u2019s daily search volume."
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://trydecoding.com/blog/ai-search-market-share",
   "title": "AI Search Engine Market Share, 2020-2030 Growth Projections - Decoding",
   "published_at": "2025-10-10T08:37:30",
   "engine": "Perplexity AI",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "A new layer has emerged above it: **AI search engines.**",
    "[ChatGPT](https://trydecoding.com/chatgpt-visibility-tracker/), Perplexity, Google\u2019s Gemini & AI Mode, Bing Copilot, all competing not for keywords, but for the right to **mediate human intent**.",
    "### **Perplexity AI**",
    "**Perplexity AI** has crossed **15 million monthly active users**, up nearly **4x year-over-year**."
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://trydecoding.com/blog/ai-search-market-share",
   "title": "AI Search Engine Market Share, 2020-2030 Growth Projections - Decoding",
   "published_at": "2025-10-10T08:37:30",
   "engine": "Bing Copilot",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "A new layer has emerged above it: **AI search engines.**",
    "[ChatGPT](https://trydecoding.com/chatgpt-visibility-tracker/), Perplexity, Google\u2019s Gemini & AI Mode, Bing Copilot, all competing not for keywords, but for the right to **mediate human intent**.",
    "### **Bing Copilot**",
    "**Bing Copilot** reports **37 million monthly users**, sustained by its integration with Microsoft 365."
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://iconpolls.com/blogs/perplexity-ai-review-2026-app-login-comet-education-free-pro-and-user-experience",
   "title": "Perplexity AI Review 2026: App, Login, Comet, Education, Free, Pro, User Experience and FAQs",
   "published_at": null,
   "engine": "Perplexity",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "Perplexity AI Review 2026: App, Login, Comet, Education, Free, Pro, User Experience and FAQs",
    "Perplexity calls itself an answer engine rather than a chatbot or a search engine, and that label fits."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "Perplexity AI Review 2026: App, Login, Comet, Education, Free, Pro, User Experience and FAQs",
    "In 2026 the product has grown well past simple search."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://tickerr.ai/status/kagi",
   "title": "Is Kagi down?",
   "published_at": "2026-05-23T21:35:08",
   "engine": "Kagi",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": "AI-powered search engine",
   "engine_evidence": [
    "Is Kagi down right now?",
    "Kagi is a premium, ad-free AI-powered search engine with strong privacy protections."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "Is Kagi down right now?",
    "Kagi is a premium, ad-free AI-powered search engine with strong privacy protections."
   ],
   "region_evidence": null,
   "category_evidence": [
    "Is Kagi down right now?",
    "Kagi is a premium, ad-free AI-powered search engine with strong privacy protections."
   ]
  },
  {
   "url": "https://lobehub.com/skills/aiskillstore-marketplace-web-search",
   "title": "web-search | Skills Marketplace \u00b7 LobeHub",
   "published_at": "2026-03-05T01:09:21",
   "engine": "Tavily Search",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "This Skill provides AI-powered web search and content extraction via the inference.sh CLI, integrating Tavily (Tavily Search, Tavily Extract) and Exa (Exa Search, Exa Answer, Exa Extract).",
    "## Summary",
    "### Tavily",
    "| App | App ID | Description |"
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://lobehub.com/skills/aiskillstore-marketplace-web-search",
   "title": "web-search | Skills Marketplace \u00b7 LobeHub",
   "published_at": "2026-03-05T01:09:21",
   "engine": "Exa Search",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "This Skill provides AI-powered web search and content extraction via the inference.sh CLI, integrating Tavily (Tavily Search, Tavily Extract) and Exa (Exa Search, Exa Answer, Exa Extract).",
    "## Summary",
    "### Exa",
    "| App | App ID | Description |"
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://lobehub.com/skills/aiskillstore-marketplace-web-search",
   "title": "web-search | Skills Marketplace \u00b7 LobeHub",
   "published_at": "2026-03-05T01:09:21",
   "engine": "Exa Answer",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "This Skill provides AI-powered web search and content extraction via the inference.sh CLI, integrating Tavily (Tavily Search, Tavily Extract) and Exa (Exa Search, Exa Answer, Exa Extract).",
    "## Summary",
    "### Exa",
    "| App | App ID | Description |"
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://spaceandstory.co/blog/apple-wwdc-2026-what-changed",
   "title": "Apple's Siri AI: What WWDC 2026 Means for Search",
   "published_at": "2026-06-08T00:00:00",
   "engine": "Siri AI",
   "launch_year": "2026",
   "status": "preview",
   "region": null,
   "category": null,
   "engine_evidence": [
    "AEO & AI Search",
    "Apple's Siri AI: What WWDC 2026 Means for Search",
    "Apple just turned Siri into an on-device answer engine, powered by Google Gemini.",
    "Apple's own name for it is [Siri AI](https://www.apple.com/newsroom/2026/06/apple-introduces-siri-ai-a-profoundly-more-capable-and-personal-assistant/), and the framing is \"a profoundly more capable and personal assistant.\""
   ],
   "launch_year_evidence": [
    "AEO & AI Search",
    "Apple's Siri AI: What WWDC 2026 Means for Search",
    "Apple just turned Siri into an on-device answer engine, powered by Google Gemini.",
    "Developer betas dropped today."
   ],
   "status_evidence": [
    "AEO & AI Search",
    "Apple's Siri AI: What WWDC 2026 Means for Search",
    "Apple just turned Siri into an on-device answer engine, powered by Google Gemini.",
    "Caveat: it is a preview (public beta July, release this fall) and skips the EU and China at launch."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://theverge.com/tech/932970/google-search-ai-update-io-2026",
   "title": "Google Search is getting its biggest changes ever",
   "published_at": "2026-05-19T17:45:00",
   "engine": "Google Search",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": "AI search",
   "engine_evidence": [
    "Google Search is getting its biggest changes ever",
    "Google Search is entering the next phase of its AI evolution."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "Google Search is getting its biggest changes ever",
    "The updated search box is rolling out across desktop and mobile devices globally starting on Tuesday."
   ],
   "region_evidence": null,
   "category_evidence": [
    "Google Search is getting its biggest changes ever"
   ]
  },
  {
   "url": "https://quantlogix.ai/private-company/perplexity",
   "title": "Perplexity AI (Decacorn) \u2014 $18B Valuation, Funding, Investors",
   "published_at": null,
   "engine": "Perplexity Search",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "# Perplexity AI",
    "Perplexity reimagines search as an AI-first answer engine.",
    "- Perplexity Search"
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "# Perplexity AI",
    "Perplexity reimagines search as an AI-first answer engine.",
    "Offers free + Pro tiers with multi-model routing across GPT, Claude, and its own Sonar models."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://quantlogix.ai/private-company/perplexity",
   "title": "Perplexity AI (Decacorn) \u2014 $18B Valuation, Funding, Investors",
   "published_at": null,
   "engine": "ChatGPT Search",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "# Perplexity AI",
    "Google Search (GOOGL) \u00b7 OpenAI (ChatGPT Search) \u00b7 You.com \u00b7 Brave Search"
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://quantlogix.ai/private-company/perplexity",
   "title": "Perplexity AI (Decacorn) \u2014 $18B Valuation, Funding, Investors",
   "published_at": null,
   "engine": "You.com",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "# Perplexity AI",
    "Google Search (GOOGL) \u00b7 OpenAI (ChatGPT Search) \u00b7 You.com \u00b7 Brave Search"
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://quantlogix.ai/private-company/perplexity",
   "title": "Perplexity AI (Decacorn) \u2014 $18B Valuation, Funding, Investors",
   "published_at": null,
   "engine": "Brave Search",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "# Perplexity AI",
    "Google Search (GOOGL) \u00b7 OpenAI (ChatGPT Search) \u00b7 You.com \u00b7 Brave Search"
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://factually.co/topics/private-search-engines-2026",
   "title": "Private Search Engines 2026 | Factually",
   "published_at": null,
   "engine": "Perplexity",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "Private Search Engines 2026",
    "Comparison of private search engines in 2026, including their features and trade-offs.",
    "Best paid search engines in 2026: Kagi, Perplexity, and others compared",
    "In 2026 the leading paid AI search experiences split into two camps: subscription-first, privacy-focused Kagi for users willing to pay to avoid ads and tracking, and Perplexity\u2019s freemium answer engin..."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "Private Search Engines 2026",
    "Comparison of private search engines in 2026, including their features and trade-offs.",
    "Best paid search engines in 2026: Kagi, Perplexity, and others compared",
    "In 2026 the leading paid AI search experiences split into two camps: subscription-first, privacy-focused Kagi for users willing to pay to avoid ads and tracking, and Perplexity\u2019s freemium answer engin..."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://felo.ai/blog/felo-ai-adds-gemini-3-6-flash",
   "title": "Felo AI Adds Gemini 3.6 Flash \u2014 Free Access to Google's New Workhorse Model",
   "published_at": "2026-07-24T02:10:54",
   "engine": "Felo Search",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": "AI search",
   "engine_evidence": [
    "# Felo AI Adds Gemini 3.6 Flash \u2014 Free Access to Google's New Workhorse Model",
    "It's live now in [Felo Search](https://felo.ai/search) and [Felo Agent](https://felo.ai/agents).",
    "**In Felo Search**, Gemini 3.6 Flash is now selectable from the model picker."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "# Felo AI Adds Gemini 3.6 Flash \u2014 Free Access to Google's New Workhorse Model",
    "It's live now in [Felo Search](https://felo.ai/search) and [Felo Agent](https://felo.ai/agents).",
    "**In Felo Search**, Gemini 3.6 Flash is now selectable from the model picker."
   ],
   "region_evidence": null,
   "category_evidence": [
    "# Felo AI Adds Gemini 3.6 Flash \u2014 Free Access to Google's New Workhorse Model",
    "It's live now in [Felo Search](https://felo.ai/search) and [Felo Agent](https://felo.ai/agents).",
    "**In Felo Search**, Gemini 3.6 Flash is now selectable from the model picker."
   ]
  },
  {
   "url": "https://rankio.studio/glossary/what-is-le-chat-mistral",
   "title": "What Is Le Chat (Mistral AI)? Full 2026 Guide",
   "published_at": "2026-05-15T00:00:00",
   "engine": "Le Chat",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "# What is Le Chat (Mistral)?",
    "**Le Chat** \u2014 sometimes mistyped as \"le chaton fat\" \u2014 is Mistral AI's assistant: a France-built, RGPD-native AI chatbot that combines Mistral's open-weight models with real-time web search."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "# What is Le Chat (Mistral)?",
    "**Le Chat** \u2014 sometimes mistyped as \"le chaton fat\" \u2014 is Mistral AI's assistant: a France-built, RGPD-native AI chatbot that combines Mistral's open-weight models with real-time web search."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://suprmind.ai/hub/perplexity/pricing",
   "title": "Perplexity Pricing 2026: Pro, Max, Comet & Sonar API Costs - Subscription Plans",
   "published_at": "2026-05-12T00:31:05",
   "engine": "Perplexity",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "Perplexity Pricing and Plans \u2013 August 2026 Update",
    "Perplexity checks the web.",
    "Perplexity costs from $0 to $200 per month for individuals: Free at $0, Pro at $20 (or $16.67 a month on annual billing), and Max at $200."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "Perplexity Pricing and Plans \u2013 August 2026 Update",
    "This guide covers every active subscription price, seat, add-on, and API meter as of August 2026, plus what the Max-tier orchestration features actually do."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://aireview.tools/blog/brave-search-vs-kagi-comparison-2026",
   "title": "Brave Search vs Kagi (2026): Privacy-First Search Engines Compared",
   "published_at": "2026-03-28T04:31:42",
   "engine": "Brave Search",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "# Brave Search vs Kagi (2026): Privacy-First Search Engines Compared",
    "Brave Search includes **Answer with AI**, a built-in AI answer engine that provides summarized responses directly in search results \u2014 completely free."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "# Brave Search vs Kagi (2026): Privacy-First Search Engines Compared",
    "Brave Search and Kagi are the top privacy-first search engines of 2026, but they take very different approaches."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://aireview.tools/blog/brave-search-vs-kagi-comparison-2026",
   "title": "Brave Search vs Kagi (2026): Privacy-First Search Engines Compared",
   "published_at": "2026-03-28T04:31:42",
   "engine": "Kagi",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "# Brave Search vs Kagi (2026): Privacy-First Search Engines Compared",
    "Kagi counters with **Quick Answer**, **FastGPT** for AI-generated responses, and the standout **Universal Summarizer** \u2014 a tool that can summarize any URL, document, or even podcast transcript."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "# Brave Search vs Kagi (2026): Privacy-First Search Engines Compared",
    "Brave Search and Kagi are the top privacy-first search engines of 2026, but they take very different approaches."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://producthunt.com/products/genspark/launches/genspark",
   "title": "Genspark - Reinvent search, the new AI agent engine | Product Hunt",
   "published_at": "2024-06-15T14:29:58",
   "engine": "Genspark",
   "launch_year": "2024",
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "# Genspark",
    "Launch date",
    "[Genspark](/products/genspark/launches/genspark)Reinvent search, the new AI agent engine",
    "Launched on June 18th, 2024"
   ],
   "launch_year_evidence": [
    "# Genspark",
    "Launch date",
    "[Genspark](/products/genspark/launches/genspark)Reinvent search, the new AI agent engine",
    "Launched on June 18th, 2024"
   ],
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://play.google.com/store/apps/details?hl=en_AU&id=com.duckduckgo.mobile.android&listing=tmo",
   "title": "DuckDuckGo, optional Duck.ai \u2013 Apps on Google Play",
   "published_at": null,
   "engine": "Search Assist",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "# DuckDuckGo, optional Duck.ai",
    "At DuckDuckGo, we believe the best way to protect your personal information from hackers, scammers, and privacy-invasive companies is to stop it from being collected at all.",
    "While our optional integrated AI features, Search Assist and Duck.ai, are private and never use your data to train AI."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "# DuckDuckGo, optional Duck.ai",
    "At DuckDuckGo, we believe the best way to protect your personal information from hackers, scammers, and privacy-invasive companies is to stop it from being collected at all.",
    "While our optional integrated AI features, Search Assist and Duck.ai, are private and never use your data to train AI."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://techlomedia.in/2023/05/the-ad-free-privacy-focused-search-engine-neeva-is-shutting-down-99789",
   "title": "The ad-free, privacy-focused search engine Neeva is shutting down",
   "published_at": "2023-05-22T06:00:12",
   "engine": "Neeva",
   "launch_year": "2021",
   "status": "shutting down",
   "region": null,
   "category": null,
   "engine_evidence": [
    "Neeva, once touted as Google\u2019s competitor, is shutting down on June 2, 2023.",
    "Add Techlomedia as a preferred source on Google."
   ],
   "launch_year_evidence": [
    "Never was launched in the US in 2021 and in Europe in late 2022.",
    "Add Techlomedia as a preferred source on Google."
   ],
   "status_evidence": [
    "Neeva, once touted as Google\u2019s competitor, is shutting down on June 2, 2023.",
    "Add Techlomedia as a preferred source on Google."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://techlomedia.in/2023/05/the-ad-free-privacy-focused-search-engine-neeva-is-shutting-down-99789",
   "title": "The ad-free, privacy-focused search engine Neeva is shutting down",
   "published_at": "2023-05-22T06:00:12",
   "engine": "Gist",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "Neeva also released a generative AI search app called Gist for Android, but the release of the iOS app is still pending.",
    "Add Techlomedia as a preferred source on Google."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "Neeva also released a generative AI search app called Gist for Android, but the release of the iOS app is still pending.",
    "Add Techlomedia as a preferred source on Google."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://sanbi.ai/blog/ai-search-growth-statistics-2026-reddit",
   "title": "AI Search Statistics 2026 Reddit Roundup \u2014 Traffic Growth Data & Most Popular AI Search Engines",
   "published_at": "2026-07-14T00:00:00",
   "engine": "Perplexity",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "AI Search Grew 5x in a Year: The 2026 Stats Reddit Keeps Citing",
    "**Research, comparison, and recommendations** \u2192 ChatGPT, Gemini, Perplexity, Claude",
    "Perplexity \u2014 the research engine",
    "Perplexity remains the platform of choice for citation-heavy, source-transparent answers, making it disproportionately important for B2B and considered purchases."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "AI Search Grew 5x in a Year: The 2026 Stats Reddit Keeps Citing",
    "Perplexity \u2014 the research engine",
    "Perplexity remains the platform of choice for citation-heavy, source-transparent answers, making it disproportionately important for B2B and considered purchases."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://digitalstrategyforce.com/journal/how-do-you-rank-in-chatgpt-search-and-google-ai-mode-at-the-same-time",
   "title": "How Do You Rank in ChatGPT Search and Google AI Mode at the Same Time?",
   "published_at": "2026-05-15T09:00:00",
   "engine": "ChatGPT Search",
   "launch_year": "2024",
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "# How Do You Rank in ChatGPT Search and Google AI Mode at the Same Time?",
    "[OpenAI launched ChatGPT Search](https://openai.com/index/introducing-chatgpt-search/) in late 2024, reached 900 million weekly active users by early 2026, and shipped [ChatGPT Atlas](https://openai.com/index/introducing-chatgpt-atlas/), an [agentic browser](/glossary-of-aeo/#ae-agentic-browser), in October 2025."
   ],
   "launch_year_evidence": [
    "# How Do You Rank in ChatGPT Search and Google AI Mode at the Same Time?",
    "[OpenAI launched ChatGPT Search](https://openai.com/index/introducing-chatgpt-search/) in late 2024, reached 900 million weekly active users by early 2026, and shipped [ChatGPT Atlas](https://openai.com/index/introducing-chatgpt-atlas/), an [agentic browser](/glossary-of-aeo/#ae-agentic-browser), in October 2025."
   ],
   "status_evidence": [
    "# How Do You Rank in ChatGPT Search and Google AI Mode at the Same Time?",
    "[OpenAI launched ChatGPT Search](https://openai.com/index/introducing-chatgpt-search/) in late 2024, reached 900 million weekly active users by early 2026, and shipped [ChatGPT Atlas](https://openai.com/index/introducing-chatgpt-atlas/), an [agentic browser](/glossary-of-aeo/#ae-agentic-browser), in October 2025."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://digitalstrategyforce.com/journal/how-do-you-rank-in-chatgpt-search-and-google-ai-mode-at-the-same-time",
   "title": "How Do You Rank in ChatGPT Search and Google AI Mode at the Same Time?",
   "published_at": "2026-05-15T09:00:00",
   "engine": "Google AI Mode",
   "launch_year": "2025",
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "# How Do You Rank in ChatGPT Search and Google AI Mode at the Same Time?"
   ],
   "launch_year_evidence": [
    "# How Do You Rank in ChatGPT Search and Google AI Mode at the Same Time?"
   ],
   "status_evidence": [
    "# How Do You Rank in ChatGPT Search and Google AI Mode at the Same Time?"
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://m.tin.media/news/details/OEQ5dFpSM2h6MVVwa2NhZHJpQ3I4MERNUGdacjBwR3RSUVJxZVZYWGFSND0=",
   "title": "TIN.MEDIA | Expedia Partners with Perplexity to Launch AI Browser \u201cComet\u201d",
   "published_at": null,
   "engine": "Comet",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "Expedia Partners with Perplexity to Launch AI Browser \u201cComet\u201d",
    "Expedia Group has announced a strategic partnership with Perplexity to launch **Comet**, a new artificial intelligence (AI)-powered browser and assistant aimed at transforming how travelers plan and book trips online."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "Expedia Partners with Perplexity to Launch AI Browser \u201cComet\u201d",
    "Comet, which is available now as a free downloadable browser, combines natural language search with agentic AI to help users explore destinations, compare hotels, create itineraries, and even book complete trips directly."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://app.karpo.ai/scenarios/karpo-vs-kagi-assistant-ai-search-assistant-vs-city-sidekick-2026",
   "title": "Kagi Assistant vs Karpo for Trip Recovery",
   "published_at": "2026-07-21T12:59:21",
   "engine": "Kagi Assistant",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "## Kagi Assistant vs Karpo after the plan slips",
    "Kagi Assistant belongs to the AI search assistant category: useful when you need researched answers, clarification, or a broader knowledge pass."
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://edithyeung.substack.com/p/10-silicon-valley-startups-raised-832",
   "title": "10 Silicon Valley Startups Raised $423.7M Last Week",
   "published_at": "2026-06-15T14:03:02",
   "engine": "Genspark",
   "launch_year": "2024",
   "status": "renamed",
   "region": null,
   "category": null,
   "engine_evidence": [
    "GenSpark",
    "Founded in 2024 by **Eric Jing, Kay Zhu** and **Wen Sang**, the company began as an AI search engine before pivoting in April 2025 to Genspark Super Agent, a platform that converts natural-language prompts directly into completed deliverables, from decks and spreadsheets to websites, videos and phone calls."
   ],
   "launch_year_evidence": [
    "GenSpark",
    "Founded in 2024 by **Eric Jing, Kay Zhu** and **Wen Sang**, the company began as an AI search engine before pivoting in April 2025 to Genspark Super Agent, a platform that converts natural-language prompts directly into completed deliverables, from decks and spreadsheets to websites, videos and phone calls."
   ],
   "status_evidence": [
    "GenSpark",
    "Founded in 2024 by **Eric Jing, Kay Zhu** and **Wen Sang**, the company began as an AI search engine before pivoting in April 2025 to Genspark Super Agent, a platform that converts natural-language prompts directly into completed deliverables, from decks and spreadsheets to websites, videos and phone calls."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://gadgetbond.com/duckduckgo-duck-ai-openai-gpt-5-mini",
   "title": "Duck.ai now supports GPT-5 mini with private anonymous AI chat",
   "published_at": "2025-08-23T10:19:54",
   "engine": "Duck.ai",
   "launch_year": "2024",
   "status": "active",
   "region": null,
   "category": "private anonymous AI chat with instant web search support",
   "engine_evidence": [
    "# Duck.ai now supports GPT-5 mini with private anonymous AI chat",
    "The latest Duck.ai update introduces GPT-5 mini, GPT-4o mini, and Claude Haiku 3.5 with instant web search support for private, citation-based responses."
   ],
   "launch_year_evidence": [
    "# Duck.ai now supports GPT-5 mini with private anonymous AI chat",
    "The company first moved Duck.ai out of beta in March, and this upgrade reads like the next step in a strategy to make private AI useful at scale."
   ],
   "status_evidence": [
    "# Duck.ai now supports GPT-5 mini with private anonymous AI chat",
    "The latest Duck.ai update introduces GPT-5 mini, GPT-4o mini, and Claude Haiku 3.5 with instant web search support for private, citation-based responses."
   ],
   "region_evidence": null,
   "category_evidence": [
    "# Duck.ai now supports GPT-5 mini with private anonymous AI chat",
    "The latest Duck.ai update introduces GPT-5 mini, GPT-4o mini, and Claude Haiku 3.5 with instant web search support for private, citation-based responses."
   ]
  },
  {
   "url": "https://cho.sh/r/FB73DE",
   "title": "Search AI",
   "published_at": null,
   "engine": "NeevaAI",
   "launch_year": "2023",
   "status": "launched",
   "region": null,
   "category": null,
   "engine_evidence": [
    "# Search AI",
    "### [Introducing NeevaAI - Neeva](https://neeva.com/blog/introducing-neevaai)",
    "Today, we are thrilled to launch NeevaAI - an authentic, real-time [AI](/4D93E5) search officially"
   ],
   "launch_year_evidence": [
    "# Search AI",
    "### [Wolfram Alpha as the Way to Bring Computational Knowledge Superpowers to ChatGPT](https://writings.stephenwolfram.com/2023/01/wolframalpha-as-the-way-to-bring-computational-knowledge-superpowers-to-chatgpt/)",
    "Today, we are thrilled to launch NeevaAI - an authentic, real-time [AI](/4D93E5) search officially"
   ],
   "status_evidence": [
    "# Search AI",
    "### [Introducing NeevaAI - Neeva](https://neeva.com/blog/introducing-neevaai)",
    "Today, we are thrilled to launch NeevaAI - an authentic, real-time [AI](/4D93E5) search officially"
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://home.norg.ai/ai-search-answer-engines/answer-engine-architecture-citation-mechanics/how-each-answer-engine-selects-its-sources-chatgpt-perplexity-google-ai-overviews",
   "title": "How Each Answer Engine Selects Its Sources: ChatGPT, Perplexity, Google AI Overviews, and Bing Copilot Compared",
   "published_at": null,
   "engine": "ChatGPT (Search)",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": "answer engine",
   "engine_evidence": [
    "Business",
    "# How Each Answer Engine Selects Its Sources: ChatGPT, Perplexity, Google AI Overviews, and Bing Copilot Compared product guide",
    "| Platform | Retrieval Trigger | Primary Index | Avg. Citations/Response |",
    "| **ChatGPT (Search)** | Conditional (search mode) | Bing + OAI-SearchBot | ~8\u201310 links |"
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "Business",
    "# How Each Answer Engine Selects Its Sources: ChatGPT, Perplexity, Google AI Overviews, and Bing Copilot Compared product guide",
    "## Why Every Answer Engine Cites Different Sources \u2014 And What That Means for Your Visibility Strategy",
    "Ask the same question across ChatGPT, Perplexity, Google AI Overviews, and Bing Copilot."
   ],
   "region_evidence": null,
   "category_evidence": [
    "Business",
    "# How Each Answer Engine Selects Its Sources: ChatGPT, Perplexity, Google AI Overviews, and Bing Copilot Compared product guide",
    "Ask the same question across ChatGPT, Perplexity, Google AI Overviews, and Bing Copilot.",
    "This article maps the retrieval architecture, source-selection philosophy, and citation behavior of each dominant answer engine, drawing on large-scale citation dataset analysis and peer-reviewed empirical research."
   ]
  },
  {
   "url": "https://home.norg.ai/ai-search-answer-engines/answer-engine-architecture-citation-mechanics/how-each-answer-engine-selects-its-sources-chatgpt-perplexity-google-ai-overviews",
   "title": "How Each Answer Engine Selects Its Sources: ChatGPT, Perplexity, Google AI Overviews, and Bing Copilot Compared",
   "published_at": null,
   "engine": "Perplexity",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": "answer engine",
   "engine_evidence": [
    "Business",
    "# How Each Answer Engine Selects Its Sources: ChatGPT, Perplexity, Google AI Overviews, and Bing Copilot Compared product guide",
    "| Platform | Retrieval Trigger | Primary Index | Avg. Citations/Response |",
    "| **Perplexity** | Always on (every query) | Proprietary (200B+ URLs) | ~6\u20138 links |"
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "Business",
    "# How Each Answer Engine Selects Its Sources: ChatGPT, Perplexity, Google AI Overviews, and Bing Copilot Compared product guide",
    "## Why Every Answer Engine Cites Different Sources \u2014 And What That Means for Your Visibility Strategy",
    "Ask the same question across ChatGPT, Perplexity, Google AI Overviews, and Bing Copilot."
   ],
   "region_evidence": null,
   "category_evidence": [
    "Business",
    "# How Each Answer Engine Selects Its Sources: ChatGPT, Perplexity, Google AI Overviews, and Bing Copilot Compared product guide",
    "Ask the same question across ChatGPT, Perplexity, Google AI Overviews, and Bing Copilot.",
    "This article maps the retrieval architecture, source-selection philosophy, and citation behavior of each dominant answer engine, drawing on large-scale citation dataset analysis and peer-reviewed empirical research."
   ]
  },
  {
   "url": "https://home.norg.ai/ai-search-answer-engines/answer-engine-architecture-citation-mechanics/how-each-answer-engine-selects-its-sources-chatgpt-perplexity-google-ai-overviews",
   "title": "How Each Answer Engine Selects Its Sources: ChatGPT, Perplexity, Google AI Overviews, and Bing Copilot Compared",
   "published_at": null,
   "engine": "Google AI Overviews",
   "launch_year": "2024",
   "status": "active",
   "region": null,
   "category": "answer engine",
   "engine_evidence": [
    "Business",
    "# How Each Answer Engine Selects Its Sources: ChatGPT, Perplexity, Google AI Overviews, and Bing Copilot Compared product guide",
    "| Platform | Retrieval Trigger | Primary Index | Avg. Citations/Response |",
    "| **Google AI Overviews** | Conditional (query-triggered) | Google organic index + Knowledge Graph | ~5\u20138 links |"
   ],
   "launch_year_evidence": [
    "Google AI Overviews: Knowledge Graph Integration and Organic Index Alignment",
    "### Google AI Overviews' Source-Selection Philosophy: Organic Convergence with E-E-A-T Weighting",
    "At the start of the rollout in May 2024, the overlap was only 32.3%."
   ],
   "status_evidence": [
    "Business",
    "# How Each Answer Engine Selects Its Sources: ChatGPT, Perplexity, Google AI Overviews, and Bing Copilot Compared product guide",
    "## Why Every Answer Engine Cites Different Sources \u2014 And What That Means for Your Visibility Strategy",
    "Ask the same question across ChatGPT, Perplexity, Google AI Overviews, and Bing Copilot."
   ],
   "region_evidence": null,
   "category_evidence": [
    "Business",
    "# How Each Answer Engine Selects Its Sources: ChatGPT, Perplexity, Google AI Overviews, and Bing Copilot Compared product guide",
    "Ask the same question across ChatGPT, Perplexity, Google AI Overviews, and Bing Copilot.",
    "This article maps the retrieval architecture, source-selection philosophy, and citation behavior of each dominant answer engine, drawing on large-scale citation dataset analysis and peer-reviewed empirical research."
   ]
  },
  {
   "url": "https://home.norg.ai/ai-search-answer-engines/answer-engine-architecture-citation-mechanics/how-each-answer-engine-selects-its-sources-chatgpt-perplexity-google-ai-overviews",
   "title": "How Each Answer Engine Selects Its Sources: ChatGPT, Perplexity, Google AI Overviews, and Bing Copilot Compared",
   "published_at": null,
   "engine": "Bing Copilot",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": "answer engine",
   "engine_evidence": [
    "Business",
    "# How Each Answer Engine Selects Its Sources: ChatGPT, Perplexity, Google AI Overviews, and Bing Copilot Compared product guide",
    "| Platform | Retrieval Trigger | Primary Index | Avg. Citations/Response |",
    "| **Bing Copilot** | Always on | Bing index + Microsoft Graph | ~3.13 links |"
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "Business",
    "# How Each Answer Engine Selects Its Sources: ChatGPT, Perplexity, Google AI Overviews, and Bing Copilot Compared product guide",
    "## Why Every Answer Engine Cites Different Sources \u2014 And What That Means for Your Visibility Strategy",
    "Ask the same question across ChatGPT, Perplexity, Google AI Overviews, and Bing Copilot."
   ],
   "region_evidence": null,
   "category_evidence": [
    "Business",
    "# How Each Answer Engine Selects Its Sources: ChatGPT, Perplexity, Google AI Overviews, and Bing Copilot Compared product guide",
    "Ask the same question across ChatGPT, Perplexity, Google AI Overviews, and Bing Copilot.",
    "This article maps the retrieval architecture, source-selection philosophy, and citation behavior of each dominant answer engine, drawing on large-scale citation dataset analysis and peer-reviewed empirical research."
   ]
  },
  {
   "url": "https://djenterprises.ai/blog/ai-companies/perplexity-comet.html",
   "title": "Perplexity & Comet: The Search Engine That Ate Search",
   "published_at": null,
   "engine": "Perplexity",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "Perplexity is the AI company that built the search engine Google should have built.",
    "By 2026 they're a multi-billion-dollar company with tens of millions of users, and they've shipped Comet \u2014 an AI-first browser that pre-loads research and proactively summarizes the web for you."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "By 2026 they're a multi-billion-dollar company with tens of millions of users, and they've shipped Comet \u2014 an AI-first browser that pre-loads research and proactively summarizes the web for you.",
    "Perplexity is the AI company that built the search engine Google should have built."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://djenterprises.ai/blog/ai-companies/perplexity-comet.html",
   "title": "Perplexity & Comet: The Search Engine That Ate Search",
   "published_at": null,
   "engine": "Comet",
   "launch_year": "2025",
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "By 2026 they're a multi-billion-dollar company with tens of millions of users, and they've shipped Comet \u2014 an AI-first browser that pre-loads research and proactively summarizes the web for you.",
    "Comet is Perplexity's Chromium-based browser, launched mid-2025."
   ],
   "launch_year_evidence": [
    "Comet is Perplexity's Chromium-based browser, launched mid-2025.",
    "By 2026 they're a multi-billion-dollar company with tens of millions of users, and they've shipped Comet \u2014 an AI-first browser that pre-loads research and proactively summarizes the web for you."
   ],
   "status_evidence": [
    "By 2026 they're a multi-billion-dollar company with tens of millions of users, and they've shipped Comet \u2014 an AI-first browser that pre-loads research and proactively summarizes the web for you.",
    "Comet is Perplexity's Chromium-based browser, launched mid-2025."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://djenterprises.ai/blog/ai-companies/perplexity-comet.html",
   "title": "Perplexity & Comet: The Search Engine That Ate Search",
   "published_at": null,
   "engine": "Perplexity Labs",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "Labs is Perplexity Pro's project mode \u2014 multi-step research that returns full reports, slide decks, or spreadsheets.",
    "Perplexity Labs"
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "Labs is Perplexity Pro's project mode \u2014 multi-step research that returns full reports, slide decks, or spreadsheets.",
    "Perplexity Labs"
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://staquest.com/tools/tavily/alternatives",
   "title": "10 Best Tavily Alternatives (2026) | Staquest",
   "published_at": null,
   "engine": "Devv.ai",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "# Alternatives to Tavily",
    "The top alternatives to Tavily are Exa, Devv.ai and Metaphor, ranked by Staquest on relevance, shared use cases, and pricing.",
    "[2\nTavily vs Devv.aiFreeSimilar\nDeveloper-centric AI search engine.\nSee the full Tavily vs Devv.ai breakdown\nView comparison](/compare/devvai-vs-tavily)"
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://staquest.com/tools/tavily/alternatives",
   "title": "10 Best Tavily Alternatives (2026) | Staquest",
   "published_at": null,
   "engine": "Phind",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "# Alternatives to Tavily",
    "The top alternatives to Tavily are Exa, Devv.ai and Metaphor, ranked by Staquest on relevance, shared use cases, and pricing.",
    "[7\nTavily vs PhindFreeSimilar\nAI search engine for developers with code answers.\nSee the full Tavily vs Phind breakdown\nView comparison](/compare/phind-vs-tavily)"
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://staquest.com/tools/tavily/alternatives",
   "title": "10 Best Tavily Alternatives (2026) | Staquest",
   "published_at": null,
   "engine": "You.com (YouCode)",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "# Alternatives to Tavily",
    "The top alternatives to Tavily are Exa, Devv.ai and Metaphor, ranked by Staquest on relevance, shared use cases, and pricing.",
    "[8\nTavily vs You.com (YouCode)FreeSimilar\nAI-powered search and code assistant for developers.\nSee the full Tavily vs You.com (YouCode) breakdown\nView comparison](/compare/tavily-vs-youcom-youcode)"
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://perspectiveai.xyz/best-ai-search-engine-2026",
   "title": "Perplexity vs ChatGPT Search vs Gemini: Best AI Search Engine in 2026",
   "published_at": "2026-04-10T23:50:39",
   "engine": "Perplexity",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "Perplexity vs ChatGPT Search vs Gemini: Best AI Search Engine in 2026",
    "Here are the leading AI search engines and their specialties:",
    "- **Perplexity** \u2014 for research with automatic source citations"
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://perspectiveai.xyz/best-ai-search-engine-2026",
   "title": "Perplexity vs ChatGPT Search vs Gemini: Best AI Search Engine in 2026",
   "published_at": "2026-04-10T23:50:39",
   "engine": "ChatGPT Search",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "Perplexity vs ChatGPT Search vs Gemini: Best AI Search Engine in 2026",
    "What's the difference between ChatGPT Search and Perplexity?",
    "- **ChatGPT** \u2014 for general-purpose AI search and analysis"
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://perspectiveai.xyz/best-ai-search-engine-2026",
   "title": "Perplexity vs ChatGPT Search vs Gemini: Best AI Search Engine in 2026",
   "published_at": "2026-04-10T23:50:39",
   "engine": "Gemini",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "Perplexity vs ChatGPT Search vs Gemini: Best AI Search Engine in 2026",
    "Here are the leading AI search engines and their specialties:",
    "- **Gemini** \u2014 for multimodal tasks and long documents"
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://perspectiveai.xyz/best-ai-search-engine-2026",
   "title": "Perplexity vs ChatGPT Search vs Gemini: Best AI Search Engine in 2026",
   "published_at": "2026-04-10T23:50:39",
   "engine": "Claude",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "Perplexity vs ChatGPT Search vs Gemini: Best AI Search Engine in 2026",
    "Here are the leading AI search engines and their specialties:",
    "- **Claude** \u2014 for deep analysis and coding projects"
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://perspectiveai.xyz/best-ai-search-engine-2026",
   "title": "Perplexity vs ChatGPT Search vs Gemini: Best AI Search Engine in 2026",
   "published_at": "2026-04-10T23:50:39",
   "engine": "DeepSeek",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "Perplexity vs ChatGPT Search vs Gemini: Best AI Search Engine in 2026",
    "Here are the leading AI search engines and their specialties:",
    "- **DeepSeek** \u2014 for completely free, near-frontier performance"
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://perspectiveai.xyz/best-ai-search-engine-2026",
   "title": "Perplexity vs ChatGPT Search vs Gemini: Best AI Search Engine in 2026",
   "published_at": "2026-04-10T23:50:39",
   "engine": "Microsoft Copilot",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "Perplexity vs ChatGPT Search vs Gemini: Best AI Search Engine in 2026",
    "Here are the leading AI search engines and their specialties:",
    "- **Microsoft Copilot** \u2014 for Microsoft 365 integration"
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://perspectiveai.xyz/best-ai-search-engine-2026",
   "title": "Perplexity vs ChatGPT Search vs Gemini: Best AI Search Engine in 2026",
   "published_at": "2026-04-10T23:50:39",
   "engine": "Grok",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "Perplexity vs ChatGPT Search vs Gemini: Best AI Search Engine in 2026",
    "Here are the leading AI search engines and their specialties:",
    "- **Grok** \u2014 for real-time X/Twitter data access"
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://perspectiveai.xyz/best-ai-search-engine-2026",
   "title": "Perplexity vs ChatGPT Search vs Gemini: Best AI Search Engine in 2026",
   "published_at": "2026-04-10T23:50:39",
   "engine": "Mistral Le Chat",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "Perplexity vs ChatGPT Search vs Gemini: Best AI Search Engine in 2026",
    "Here are the leading AI search engines and their specialties:",
    "- **Mistral Le Chat** \u2014 for multilingual search and EU data governance"
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://techandbusiness.org/newswire/beSRU7mtmHlwCMqx4Y9XiN",
   "title": "DuckDuckGo installs up 30% as users reject Googles AI search",
   "published_at": "2026-05-26T00:00:00",
   "engine": "AI Overviews",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "Products",
    "# DuckDuckGo installs up 30% as users reject Googles AI search",
    "[Google](/newswire/entity/google) announced an overhaul to its Search product during its annual developer conference.",
    "The changes convert the search box into a conversational engine that provides AI Overviews answering questions directly and an AI Mode for follow-up questions."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "Products",
    "# DuckDuckGo installs up 30% as users reject Googles AI search",
    "A spokesperson for the company said AI Overviews have existed for two years and AI Mode is not the default."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://techandbusiness.org/newswire/beSRU7mtmHlwCMqx4Y9XiN",
   "title": "DuckDuckGo installs up 30% as users reject Googles AI search",
   "published_at": "2026-05-26T00:00:00",
   "engine": "AI Mode",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "Products",
    "# DuckDuckGo installs up 30% as users reject Googles AI search",
    "[Google](/newswire/entity/google) announced an overhaul to its Search product during its annual developer conference.",
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   "url": "https://specialoffers.com/perplexity",
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   "url": "https://kagifeedback.org/d/4813-october-11th-2024-fresh-from-barcelona-android-app-new-snaps-operator-assistant-updates-and-more",
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    "- FastGPT No Longer Cites Sources [#4840](https://kagifeedback.org/d/4840) [@fish](https://kagifeedback.org/u/fish)"
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    "- FastGPT No Longer Cites Sources [#4840](https://kagifeedback.org/d/4840) [@fish](https://kagifeedback.org/u/fish)"
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    "| Service Name | **Felo** |",
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    "| 5 | **Felo \u25c0** Sparticle | **29**/100 | **Free** | Japan-made, strong at Japanese. Search \u2192 mind map \u2192 presentation auto-generation |"
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    "| 3 | **[Tenbin AI](/ai/tenbin-ai/)** Tenbin | **43**/100 | **Free** | Japan-made, completely free. Compare GPT/Gemini/Claude side by side simultaneously |"
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    "| 4 | **[Poe](/ai/poe/)** Quora | **29**/100 | **Free with limits / $20** | Access GPT/Claude/Gemini all in one $20 subscription. Much cheaper than individual subscriptions |"
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   "url": "https://kommunikasjon.ntb.no/pressemelding/17956088/neeva-brings-responsible-citation-backed-ai-powered-search-to-europe?publisherId=90063",
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   "url": "https://buzzmatic.com/en/wissen/geo-wissen/plattform-vergleich-chatgpt-perplexity-gemini",
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   "url": "https://lifehacker.com/tech/10-hacks-every-perplexity-user-should-know?test_uuid=zXnWOLjQQwkYjMVwrvo5w&test_variant=B",
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    "**Answer Engine Optimization** (**AEO**), also known as Generative Engine Optimization (GEO), is the practice of optimizing digital content, websites, brand presence, and related strategies to improve visibility, accuracy, and citation in generative AI answer engines, voice search assistants (such as Siri and Google Assistant), and mobile queries."
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    "# Answer Engine Optimization",
    "**Answer Engine Optimization** (**AEO**), also known as Generative Engine Optimization (GEO), is the practice of optimizing digital content, websites, brand presence, and related strategies to improve visibility, accuracy, and citation in generative AI answer engines, voice search assistants (such as Siri and Google Assistant), and mobile queries."
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    "references.[27]Major search platforms integrated similar generative capabilities, exemplified by Google's rollout of AI Overviews (initially Search Generative Experience) in the [United States](/page/what_is_america) in May 2024, delivering summarized AI-generated responses directly within search results.[28]",
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    "references.[27]Major search platforms integrated similar generative capabilities, exemplified by Google's rollout of AI Overviews (initially Search Generative Experience) in the [United States](/page/what_is_america) in May 2024, delivering summarized AI-generated responses directly within search results.[28]",
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   "url": "https://bigroomcreative.com/blog/navigating-ai-seo-for-microsoft-dynamics-365-partners",
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    "What Google is aiming for is giving people the most accurate single answer directly in the search results, much like Microsoft Copilot (formerly Bing Chat, [rebranded November 2023](https://searchengineland.com/microsoft-rebrands-bing-chat-as-copilot-434709)) and Copilot Search in Bing ([launched April 2025](https://blogs.bing.com/search/April-2025/Introducing-Copilot-Search-in-Bing)), both powered by OpenAI models, instead of just offering a list of websites."
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   "status_evidence": [
    "DuckDuckGo is turning AI-free search from a manual workaround into a browser default.",
    "A [2026 arXiv study](https://arxiv.org/abs/2604.27790) comparing Google Search, Gemini Flash 2.5, and AI Overviews found that generative search systems can retrieve and present sources differently from traditional search, with implications for website visibility and the information users receive."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://techrepublic.com/article/news-duckduckgo-no-ai-search",
   "title": "DuckDuckGo Makes AI-Free Search Easier To Set as Default - TechRepublic",
   "published_at": "2026-06-04T15:43:17",
   "engine": "AI Overviews",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "DuckDuckGo is turning AI-free search from a manual workaround into a browser default.",
    "A [2026 arXiv study](https://arxiv.org/abs/2604.27790) comparing Google Search, Gemini Flash 2.5, and AI Overviews found that generative search systems can retrieve and present sources differently from traditional search, with implications for website visibility and the information users receive."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "DuckDuckGo is turning AI-free search from a manual workaround into a browser default.",
    "A [2026 arXiv study](https://arxiv.org/abs/2604.27790) comparing Google Search, Gemini Flash 2.5, and AI Overviews found that generative search systems can retrieve and present sources differently from traditional search, with implications for website visibility and the information users receive."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://ghacks.net/2025/05/27/arc-browser-has-been-discontinued-but-the-companys-building-a-new-browser-dia",
   "title": "Arc Browser Discontinued, New Browser Dia comes as a replacement",
   "published_at": "2025-05-27T13:38:36",
   "engine": "Perplexity",
   "launch_year": "2025",
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "Arc Browser Discontinued, New Browser Dia comes as a replacement"
   ],
   "launch_year_evidence": [
    "Arc Browser Discontinued, New Browser Dia comes as a replacement"
   ],
   "status_evidence": [
    "Arc Browser Discontinued, New Browser Dia comes as a replacement"
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://techhelp.ca/ai-search-benchmark-report",
   "title": "AI Search Benchmark Report for Small Businesses (2026)",
   "published_at": "2026-06-02T18:42:27",
   "engine": "ChatGPT Search",
   "launch_year": "2024",
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "AI search benchmark report",
    "## Chapter 1: the search revolution that\u2019s already here",
    "OpenAI launched ChatGPT Search."
   ],
   "launch_year_evidence": [
    "AI search benchmark report",
    "## Chapter 1: the search revolution that\u2019s already here",
    "OpenAI launched ChatGPT Search."
   ],
   "status_evidence": [
    "AI search benchmark report",
    "## Chapter 2: the platforms reshaping how customers find you",
    "Since February 2025, it\u2019s been available to anyone without requiring an account, which means its reach has expanded well beyond the early-adopter crowd."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://techhelp.ca/ai-search-benchmark-report",
   "title": "AI Search Benchmark Report for Small Businesses (2026)",
   "published_at": "2026-06-02T18:42:27",
   "engine": "Perplexity",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "AI search benchmark report",
    "## Chapter 2: the platforms reshaping how customers find you",
    "Perplexity has positioned itself as a search-native AI answer engine, meaning it was designed from the ground up to search the web in real time and return cited answers rather than retrofitting AI onto an existing search product."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "AI search benchmark report",
    "## Chapter 2: the platforms reshaping how customers find you",
    "Perplexity has positioned itself as a search-native AI answer engine, meaning it was designed from the ground up to search the web in real time and return cited answers rather than retrofitting AI onto an existing search product."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "http://fr.zicos.com/mac/i32536809-Perplexity-Launches-Comet-AI-Browser-for-iPhone-With-Built-In-Assistant.html",
   "title": "Perplexity Launches Comet AI Browser for iPhone With Built-In Assistant",
   "published_at": null,
   "engine": "Perplexity Comet Assistant",
   "launch_year": "2025",
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "Perplexity today expanded its Comet browser to iOS, making its AI Comet Assistant available to iPhone users.",
    "Perplexity Launches Comet AI Browser for iPhone With Built-In Assistant mercredi 18 mars 2026, 23:33 , par [MacRumors](http://fr.zicos.com/mac/s56-MacRumors.html)"
   ],
   "launch_year_evidence": [
    "Comet was priced at $200 per month when it first launched last year, but it is available on iOS for free.",
    "Perplexity Launches Comet AI Browser for iPhone With Built-In Assistant mercredi 18 mars 2026, 23:33 , par [MacRumors](http://fr.zicos.com/mac/s56-MacRumors.html)"
   ],
   "status_evidence": [
    "Comet for iOS can be downloaded from the App Store as of today.",
    "Perplexity Launches Comet AI Browser for iPhone With Built-In Assistant mercredi 18 mars 2026, 23:33 , par [MacRumors](http://fr.zicos.com/mac/s56-MacRumors.html)"
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://community.deeplearning.ai/t/language-models-in-lab-coats-the-chatbot-search-engines-for-scientific-research/332711",
   "title": "Language Models in Lab Coats: The chatbot search engines for scientific research",
   "published_at": "2023-05-11T20:32:10",
   "engine": "Consensus",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "Specialized chatbots are providing answers to scientific questions.",
    "A new breed of search engines including Consensus, Elicit, and Scite use large language models to enable scientific researchers to find and summarize significant publications, *Nature*[reported](https://www.nature.com/articles/d41586-023-01273-w?utm_campaign=The%20Batch&utm_source=hs_email&utm_medium=email&_hsenc=p2ANqtz--uew4RllUQm8-AKK3zB_2_ADQUZN0iPQNHNeT0tk6JhY9aI6kIp6yHXukqD6FHblRSQVhW).\n\n**How"
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "Specialized chatbots are providing answers to scientific questions.",
    "A new breed of search engines including Consensus, Elicit, and Scite use large language models to enable scientific researchers to find and summarize significant publications, *Nature*[reported](https://www.nature.com/articles/d41586-023-01273-w?utm_campaign=The%20Batch&utm_source=hs_email&utm_medium=email&_hsenc=p2ANqtz--uew4RllUQm8-AKK3zB_2_ADQUZN0iPQNHNeT0tk6JhY9aI6kIp6yHXukqD6FHblRSQVhW).\n\n**How",
    "You can try it [here](https://consensus.app/?utm_campaign=The%20Batch&utm_source=hs_email&utm_medium=email&_hsenc=p2ANqtz--uew4RllUQm8-AKK3zB_2_ADQUZN0iPQNHNeT0tk6JhY9aI6kIp6yHXukqD6FHblRSQVhW)."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://community.deeplearning.ai/t/language-models-in-lab-coats-the-chatbot-search-engines-for-scientific-research/332711",
   "title": "Language Models in Lab Coats: The chatbot search engines for scientific research",
   "published_at": "2023-05-11T20:32:10",
   "engine": "Elicit",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "Specialized chatbots are providing answers to scientific questions.",
    "A new breed of search engines including Consensus, Elicit, and Scite use large language models to enable scientific researchers to find and summarize significant publications, *Nature*[reported](https://www.nature.com/articles/d41586-023-01273-w?utm_campaign=The%20Batch&utm_source=hs_email&utm_medium=email&_hsenc=p2ANqtz--uew4RllUQm8-AKK3zB_2_ADQUZN0iPQNHNeT0tk6JhY9aI6kIp6yHXukqD6FHblRSQVhW).\n\n**How"
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "Specialized chatbots are providing answers to scientific questions.",
    "A new breed of search engines including Consensus, Elicit, and Scite use large language models to enable scientific researchers to find and summarize significant publications, *Nature*[reported](https://www.nature.com/articles/d41586-023-01273-w?utm_campaign=The%20Batch&utm_source=hs_email&utm_medium=email&_hsenc=p2ANqtz--uew4RllUQm8-AKK3zB_2_ADQUZN0iPQNHNeT0tk6JhY9aI6kIp6yHXukqD6FHblRSQVhW).\n\n**How",
    "Free access is available [here](https://elicit.org/?utm_campaign=The%20Batch&utm_source=hs_email&utm_medium=email&_hsenc=p2ANqtz--uew4RllUQm8-AKK3zB_2_ADQUZN0iPQNHNeT0tk6JhY9aI6kIp6yHXukqD6FHblRSQVhW)."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://community.deeplearning.ai/t/language-models-in-lab-coats-the-chatbot-search-engines-for-scientific-research/332711",
   "title": "Language Models in Lab Coats: The chatbot search engines for scientific research",
   "published_at": "2023-05-11T20:32:10",
   "engine": "Scite",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "Specialized chatbots are providing answers to scientific questions.",
    "A new breed of search engines including Consensus, Elicit, and Scite use large language models to enable scientific researchers to find and summarize significant publications, *Nature*[reported](https://www.nature.com/articles/d41586-023-01273-w?utm_campaign=The%20Batch&utm_source=hs_email&utm_medium=email&_hsenc=p2ANqtz--uew4RllUQm8-AKK3zB_2_ADQUZN0iPQNHNeT0tk6JhY9aI6kIp6yHXukqD6FHblRSQVhW).\n\n**How"
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "Specialized chatbots are providing answers to scientific questions.",
    "A new breed of search engines including Consensus, Elicit, and Scite use large language models to enable scientific researchers to find and summarize significant publications, *Nature*[reported](https://www.nature.com/articles/d41586-023-01273-w?utm_campaign=The%20Batch&utm_source=hs_email&utm_medium=email&_hsenc=p2ANqtz--uew4RllUQm8-AKK3zB_2_ADQUZN0iPQNHNeT0tk6JhY9aI6kIp6yHXukqD6FHblRSQVhW).\n\n**How",
    "Basic search is free, but detailed citations require a [subscription](https://scite.ai/?utm_campaign=The%20Batch&utm_source=hs_email&utm_medium=email&_hsenc=p2ANqtz--uew4RllUQm8-AKK3zB_2_ADQUZN0iPQNHNeT0tk6JhY9aI6kIp6yHXukqD6FHblRSQVhW) ($20 monthly, $144 annually)."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://daleelai.com/en/genspark-en",
   "title": "Genspark \u2013 AI\u2011Powered Sparkpages for Instant Research",
   "published_at": "2026-06-18T17:08:52",
   "engine": "Genspark",
   "launch_year": "2024",
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "## Introduction: When search transforms from a query into a comprehensive answer",
    "This tool is not a search engine in the traditional sense; rather, it is an AI agent that gathers information, analyzes it, and produces from it an organized research page known as a \u201cSparkpage,\u201d making it fundamentally different from a traditional list of links."
   ],
   "launch_year_evidence": [
    "## What is the Genspark tool?",
    "[Genspark](https://www.genspark.ai) was launched in 2024 as an AI-powered search platform, based on the concept of \u201cSparkpages\u201d \u2014 pages that are automatically generated in response to the user\u2019s query, combining summarization from multiple sources, content organization, and presenting information in an easy-to-read and easy-to-navigate format."
   ],
   "status_evidence": [
    " https://www.genspark.ai",
    "[ Visit Website ](https://www.genspark.ai)",
    "[Genspark](https://www.genspark.ai) was launched in 2024 as an AI-powered search platform, based on the concept of \u201cSparkpages\u201d \u2014 pages that are automatically generated in response to the user\u2019s query, combining summarization from multiple sources, content organization, and presenting information in an easy-to-read and easy-to-navigate format."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://pcmag.com/comparisons/duckduckgo-vs-google-one-dominates-one-offers-escape-from-ai-overload",
   "title": "DuckDuckGo vs. Google: One Pushes AI, the Other Gives You Back Control",
   "published_at": "2026-07-26T10:22:19",
   "engine": "Google Search",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "DuckDuckGo vs. Google: One Pushes AI, the Other Gives You Back Control",
    "## Google Search",
    "Google is quickly transforming its search engine into an AI experience."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "DuckDuckGo vs. Google: One Pushes AI, the Other Gives You Back Control",
    "## Google Search",
    "Google, one of the most AI-centric and full-featured web search engine around, is fast, performs reliably, and works seamlessly with all of the company's other services."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://pcmag.com/comparisons/duckduckgo-vs-google-one-dominates-one-offers-escape-from-ai-overload",
   "title": "DuckDuckGo vs. Google: One Pushes AI, the Other Gives You Back Control",
   "published_at": "2026-07-26T10:22:19",
   "engine": "DuckDuckGo",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "DuckDuckGo vs. Google: One Pushes AI, the Other Gives You Back Control",
    "## DuckDuckGo",
    "DuckDuckGo lets you turn off AI features and doesn't track you, while Google is quickly transforming its search engine into an AI experience."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "DuckDuckGo vs. Google: One Pushes AI, the Other Gives You Back Control",
    "## DuckDuckGo",
    "If you're looking for a capable web search engine that prioritizes AI controls and privacy, DuckDuckGo offers a decent set of features in a customizable interface."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://aihunt.app/shorts/neeva-to-shut-down-consumer-search-product-to-focus-on-llm-expertise",
   "title": "Neeva to Shut Down Consumer Search Product to Focus on LLM Expertise",
   "published_at": "2023-05-20T17:54:16",
   "engine": "Neeva",
   "launch_year": null,
   "status": "discontinued",
   "region": null,
   "category": null,
   "engine_evidence": [
    "Neeva to Shut Down Consumer Search Product to Focus on LLM Expertise",
    "In a statement released today, search engine Neeva announced it will be shutting down its consumer search product in the next few weeks and shifting its focus to explore the use of large language models (LLMs) in enterprise settings."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "Neeva to Shut Down Consumer Search Product to Focus on LLM Expertise",
    "In a statement released today, search engine Neeva announced it will be shutting down its consumer search product in the next few weeks and shifting its focus to explore the use of large language models (LLMs) in enterprise settings."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://myaiguide.co/news/perplexity-comet-ios-20260519",
   "title": "Release Comet for iOS",
   "published_at": "2026-03-18T00:00:00",
   "engine": "Comet",
   "launch_year": "2026",
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "Release Comet for iOS",
    "Comet, the high-speed AI browsing experience, is now officially available as a dedicated application for iOS users."
   ],
   "launch_year_evidence": [
    "Release Comet for iOS",
    "What changed Perplexity released Comet as a dedicated iOS app on March 18, 2026."
   ],
   "status_evidence": [
    "Release Comet for iOS",
    "Comet, the high-speed AI browsing experience, is now officially available as a dedicated application for iOS users."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://slopereviews.com/blog/best-privacy-focused-search-engines-2026",
   "title": "Best Privacy-Focused Search Engines 2026 \u2014 DuckDuckGo Alternatives Compared",
   "published_at": "2026-06-17T01:02:58",
   "engine": "Brave Search",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "Best Privacy-Focused Search Engines 2026 \u2014 DuckDuckGo Alternatives Compared",
    "## Brave Search \u2014 Best Free Option",
    "Brave Search runs on its own independent index, built from scratch since 2021."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "Best Privacy-Focused Search Engines 2026 \u2014 DuckDuckGo Alternatives Compared",
    "Compare the best privacy-focused search engines of 2026 \u2014 Kagi, Brave, Startpage, and DuckDuckGo.",
    "## Brave Search \u2014 Best Free Option",
    "Brave Search runs on its own independent index, built from scratch since 2021."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://cyan-zebra-305237.hostingersite.com/best-ai-tools-like-chatgpt",
   "title": "Best AI Tools Like ChatGPT: 7 Alternatives Compared (2026)",
   "published_at": "2026-07-31T00:00:00",
   "engine": "Perplexity",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "What are the best AI tools like ChatGPT in 2026?",
    "Perplexity | Cited web search and deep research | Free; Pro about $20/mo; Max $200/mo |"
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "What are the best AI tools like ChatGPT in 2026?",
    "Perplexity | Cited web search and deep research | Free; Pro about $20/mo; Max $200/mo |"
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://thedeveloperstory.com/2026/06/18/meta-puts-an-ai-answer-engine-inside-facebook-while-its-workforce-sours",
   "title": "Meta Puts an AI Answer Engine Inside Facebook While Its Workforce Sours",
   "published_at": "2026-06-18T00:00:00",
   "engine": "AI Mode",
   "launch_year": "2026",
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "On June 15, Meta rolled out [a new search tab](https://about.fb.com/news/2026/06/new-ai-tools-to-help-you-make-things-happen-on-facebook/) called *AI Mode* inside Facebook, one that answers questions in plain language instead of returning a list of links, drawing its responses from the culture, opinions, and recommendations people post publicly across the company\u2019s apps."
   ],
   "launch_year_evidence": [
    "On June 15, Meta rolled out [a new search tab](https://about.fb.com/news/2026/06/new-ai-tools-to-help-you-make-things-happen-on-facebook/) called *AI Mode* inside Facebook, one that answers questions in plain language instead of returning a list of links, drawing its responses from the culture, opinions, and recommendations people post publicly across the company\u2019s apps."
   ],
   "status_evidence": [
    "On June 15, Meta rolled out [a new search tab](https://about.fb.com/news/2026/06/new-ai-tools-to-help-you-make-things-happen-on-facebook/) called *AI Mode* inside Facebook, one that answers questions in plain language instead of returning a list of links, drawing its responses from the culture, opinions, and recommendations people post publicly across the company\u2019s apps."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://cmomag.com/ai-in-marketing/google-rolls-gemini-3-7-flash-into-search-ai-mode",
   "title": "Google Adds Gemini 3.7 Flash to AI Mode Search",
   "published_at": "2026-08-18T07:00:24",
   "engine": "AI Mode",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "Google Adds Gemini 3.7 Flash to AI Mode Search",
    "Google has made Gemini 3.7 Flash selectable inside AI Mode, one day after releasing the model."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "Google has made Gemini 3.7 Flash selectable inside AI Mode, one day after releasing the model.",
    "Google Adds Gemini 3.7 Flash to AI Mode Search"
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://useluminix.com/reports/company-overviews/understanding-aravind-srinivas-s-perplexity-thesis-how-he-plans-to-beat-google",
   "title": "Understanding Aravind Srinivas's Perplexity Thesis: How He Plans to Beat Google",
   "published_at": "2026-05-05T22:58:06",
   "engine": "ChatGPT Search",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "Understanding Aravind Srinivas's Perplexity Thesis: How He Plans to Beat Google",
    "## 4. Where He Is Well-Supported",
    "Every major AI lab has moved toward cited, synthesized answers: ChatGPT Search with sidebar citations and 60% AI search traffic share, Google AI Mode replicating \"answer-first\" with multi-step reasoning, Claude Search grounding via Brave/Google indices ([Report 4](/reports/company-overviews/understanding-aravind-srinivas-s-perplexity-thesis-how-he-plans-to-beat-google/source/3), [Report 6](/reports/company-overviews/understanding-aravind-srinivas-s-perplexity-thesis-how-he-plans-to-beat-google/source/5))."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "Understanding Aravind Srinivas's Perplexity Thesis: How He Plans to Beat Google",
    "## 4. Where He Is Well-Supported",
    "Every major AI lab has moved toward cited, synthesized answers: ChatGPT Search with sidebar citations and 60% AI search traffic share, Google AI Mode replicating \"answer-first\" with multi-step reasoning, Claude Search grounding via Brave/Google indices ([Report 4](/reports/company-overviews/understanding-aravind-srinivas-s-perplexity-thesis-how-he-plans-to-beat-google/source/3), [Report 6](/reports/company-overviews/understanding-aravind-srinivas-s-perplexity-thesis-how-he-plans-to-beat-google/source/5))."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://useluminix.com/reports/company-overviews/understanding-aravind-srinivas-s-perplexity-thesis-how-he-plans-to-beat-google",
   "title": "Understanding Aravind Srinivas's Perplexity Thesis: How He Plans to Beat Google",
   "published_at": "2026-05-05T22:58:06",
   "engine": "Google AI Mode",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "Understanding Aravind Srinivas's Perplexity Thesis: How He Plans to Beat Google",
    "## 4. Where He Is Well-Supported",
    "Every major AI lab has moved toward cited, synthesized answers: ChatGPT Search with sidebar citations and 60% AI search traffic share, Google AI Mode replicating \"answer-first\" with multi-step reasoning, Claude Search grounding via Brave/Google indices ([Report 4](/reports/company-overviews/understanding-aravind-srinivas-s-perplexity-thesis-how-he-plans-to-beat-google/source/3), [Report 6](/reports/company-overviews/understanding-aravind-srinivas-s-perplexity-thesis-how-he-plans-to-beat-google/source/5))."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
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    "## 4. Where He Is Well-Supported",
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   "category": "Neural search engine",
   "engine_evidence": [
    "# Best Perplexity AI Alternatives in 2026",
    "## Quick Comparison",
    "| Tool | Pricing | Best For | Rating | |",
    "| Exa AI | Freemium | RAG pipelines | 4.5 | [Review \u2192](/tools/exa-ai/) |",
    "3",
    "Exa AI"
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "# Best Perplexity AI Alternatives in 2026",
    "## Quick Comparison",
    "| Tool | Pricing | Best For | Rating | |",
    "| Exa AI | Freemium | RAG pipelines | 4.5 | [Review \u2192](/tools/exa-ai/) |",
    "Neural search engine designed for AI applications."
   ],
   "region_evidence": null,
   "category_evidence": [
    "# Best Perplexity AI Alternatives in 2026",
    "## Quick Comparison",
    "| Tool | Pricing | Best For | Rating | |",
    "| Exa AI | Freemium | RAG pipelines | 4.5 | [Review \u2192](/tools/exa-ai/) |",
    "Neural search engine designed for AI applications."
   ]
  },
  {
   "url": "https://aifans.fan/alternatives/perplexity-ai",
   "title": "Best Perplexity AI Alternatives in 2026 (Free & Paid)",
   "published_at": null,
   "engine": "You.com",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": "AI-powered search engine",
   "engine_evidence": [
    "# Best Perplexity AI Alternatives in 2026",
    "## Quick Comparison",
    "| Tool | Pricing | Best For | Rating | |",
    "| You.com | Freemium | Research with citations | 4.2 | [Review \u2192](/tools/you-com/) |",
    "4",
    "You.com"
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "# Best Perplexity AI Alternatives in 2026",
    "## Quick Comparison",
    "| Tool | Pricing | Best For | Rating | |",
    "| You.com | Freemium | Research with citations | 4.2 | [Review \u2192](/tools/you-com/) |",
    "AI-powered search engine that synthesizes answers from the web with citations."
   ],
   "region_evidence": null,
   "category_evidence": [
    "# Best Perplexity AI Alternatives in 2026",
    "## Quick Comparison",
    "| Tool | Pricing | Best For | Rating | |",
    "| You.com | Freemium | Research with citations | 4.2 | [Review \u2192](/tools/you-com/) |",
    "AI-powered search engine that synthesizes answers from the web with citations."
   ]
  },
  {
   "url": "https://aifans.fan/alternatives/perplexity-ai",
   "title": "Best Perplexity AI Alternatives in 2026 (Free & Paid)",
   "published_at": null,
   "engine": "Phind",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": "AI search engine",
   "engine_evidence": [
    "# Best Perplexity AI Alternatives in 2026",
    "## Quick Comparison",
    "| Tool | Pricing | Best For | Rating | |",
    "| Phind | Freemium | Debugging help | 4.4 | [Review \u2192](/tools/phind/) |",
    "5",
    "Phind"
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "# Best Perplexity AI Alternatives in 2026",
    "## Quick Comparison",
    "| Tool | Pricing | Best For | Rating | |",
    "| Phind | Freemium | Debugging help | 4.4 | [Review \u2192](/tools/phind/) |",
    "AI search engine built for developers."
   ],
   "region_evidence": null,
   "category_evidence": [
    "# Best Perplexity AI Alternatives in 2026",
    "## Quick Comparison",
    "| Tool | Pricing | Best For | Rating | |",
    "| Phind | Freemium | Debugging help | 4.4 | [Review \u2192](/tools/phind/) |",
    "AI search engine built for developers."
   ]
  },
  {
   "url": "https://aifans.fan/alternatives/perplexity-ai",
   "title": "Best Perplexity AI Alternatives in 2026 (Free & Paid)",
   "published_at": null,
   "engine": "Andi Search",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": "AI search engine",
   "engine_evidence": [
    "# Best Perplexity AI Alternatives in 2026",
    "## Quick Comparison",
    "| Tool | Pricing | Best For | Rating | |",
    "| Andi Search | Free | Private browsing | 4.3 | [Review \u2192](/tools/andi-search/) |",
    "6",
    "Andi Search"
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "# Best Perplexity AI Alternatives in 2026",
    "## Quick Comparison",
    "| Tool | Pricing | Best For | Rating | |",
    "| Andi Search | Free | Private browsing | 4.3 | [Review \u2192](/tools/andi-search/) |",
    "AI search engine that gives direct answers instead of links."
   ],
   "region_evidence": null,
   "category_evidence": [
    "# Best Perplexity AI Alternatives in 2026",
    "## Quick Comparison",
    "| Tool | Pricing | Best For | Rating | |",
    "| Andi Search | Free | Private browsing | 4.3 | [Review \u2192](/tools/andi-search/) |",
    "AI search engine that gives direct answers instead of links."
   ]
  },
  {
   "url": "https://aifans.fan/alternatives/perplexity-ai",
   "title": "Best Perplexity AI Alternatives in 2026 (Free & Paid)",
   "published_at": null,
   "engine": "Kagi Search",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": "search engine",
   "engine_evidence": [
    "# Best Perplexity AI Alternatives in 2026",
    "## Quick Comparison",
    "| Tool | Pricing | Best For | Rating | |",
    "| Kagi Search | Paid | Privacy-conscious search | 4.7 | [Review \u2192](/tools/kagi/) |",
    "7",
    "Kagi Search"
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "# Best Perplexity AI Alternatives in 2026",
    "## Quick Comparison",
    "| Tool | Pricing | Best For | Rating | |",
    "| Kagi Search | Paid | Privacy-conscious search | 4.7 | [Review \u2192](/tools/kagi/) |",
    "Premium ad-free search engine with built-in AI assistant (Kagi Assistant)."
   ],
   "region_evidence": null,
   "category_evidence": [
    "# Best Perplexity AI Alternatives in 2026",
    "## Quick Comparison",
    "| Tool | Pricing | Best For | Rating | |",
    "| Kagi Search | Paid | Privacy-conscious search | 4.7 | [Review \u2192](/tools/kagi/) |",
    "Premium ad-free search engine with built-in AI assistant (Kagi Assistant)."
   ]
  },
  {
   "url": "https://felo.ai/blog/tags/perplexity",
   "title": "2 posts tagged with \"Perplexity\" | Felo Search Blog",
   "published_at": "2024-10-09T08:02:14",
   "engine": "Felo AI Search",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "# 2 posts tagged with \"Perplexity\"",
    "## [Felo vs GenSpark vs Perplexity: Comparison of AI Search Tools ](/blog/felo-genspark-perplexity-ai-search-comparison/)",
    "This article compares Felo AI Search, GenSpark, and Perplexity, highlighting Felo's unique cross-language capabilities."
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://felo.ai/blog/tags/perplexity",
   "title": "2 posts tagged with \"Perplexity\" | Felo Search Blog",
   "published_at": "2024-10-09T08:02:14",
   "engine": "GenSpark",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "# 2 posts tagged with \"Perplexity\"",
    "## [Felo vs GenSpark vs Perplexity: Comparison of AI Search Tools ](/blog/felo-genspark-perplexity-ai-search-comparison/)",
    "This article compares Felo AI Search, GenSpark, and Perplexity, highlighting Felo's unique cross-language capabilities."
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://felo.ai/blog/tags/perplexity",
   "title": "2 posts tagged with \"Perplexity\" | Felo Search Blog",
   "published_at": "2024-10-09T08:02:14",
   "engine": "Perplexity",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "# 2 posts tagged with \"Perplexity\"",
    "## [Felo vs GenSpark vs Perplexity: Comparison of AI Search Tools ](/blog/felo-genspark-perplexity-ai-search-comparison/)",
    "This article compares Felo AI Search, GenSpark, and Perplexity, highlighting Felo's unique cross-language capabilities."
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://corporatewire.com/press-release/ai-presence-launches-automated-ai-visibility-operations-platform-governed-by-nvidia-nemoclaw-as-jonomor-closes-the-loop-on-the-new-age-of-ai-search-302772667-192315",
   "title": "AI Presence Launches Automated AI Visibility Operations Platform, Governed by NVIDIA NemoClaw, as Jonomor Closes the Loop on the New Age of AI Search - Corporate Wire",
   "published_at": "2026-05-15T08:39:00",
   "engine": "ChatGPT",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "*Jonomor\u2019s fifth launch in five weeks completes the AI Visibility ecosystem \u2014 every signal generated, governed, tracked, compounded.*",
    "monthly AI citation monitoring runs across ChatGPT, Perplexity, and Gemini."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "*Jonomor\u2019s fifth launch in five weeks completes the AI Visibility ecosystem \u2014 every signal generated, governed, tracked, compounded.*",
    "monthly AI citation monitoring runs across ChatGPT, Perplexity, and Gemini."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://corporatewire.com/press-release/ai-presence-launches-automated-ai-visibility-operations-platform-governed-by-nvidia-nemoclaw-as-jonomor-closes-the-loop-on-the-new-age-of-ai-search-302772667-192315",
   "title": "AI Presence Launches Automated AI Visibility Operations Platform, Governed by NVIDIA NemoClaw, as Jonomor Closes the Loop on the New Age of AI Search - Corporate Wire",
   "published_at": "2026-05-15T08:39:00",
   "engine": "Perplexity",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "*Jonomor\u2019s fifth launch in five weeks completes the AI Visibility ecosystem \u2014 every signal generated, governed, tracked, compounded.*",
    "monthly AI citation monitoring runs across ChatGPT, Perplexity, and Gemini."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "*Jonomor\u2019s fifth launch in five weeks completes the AI Visibility ecosystem \u2014 every signal generated, governed, tracked, compounded.*",
    "monthly AI citation monitoring runs across ChatGPT, Perplexity, and Gemini."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://corporatewire.com/press-release/ai-presence-launches-automated-ai-visibility-operations-platform-governed-by-nvidia-nemoclaw-as-jonomor-closes-the-loop-on-the-new-age-of-ai-search-302772667-192315",
   "title": "AI Presence Launches Automated AI Visibility Operations Platform, Governed by NVIDIA NemoClaw, as Jonomor Closes the Loop on the New Age of AI Search - Corporate Wire",
   "published_at": "2026-05-15T08:39:00",
   "engine": "Gemini",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "*Jonomor\u2019s fifth launch in five weeks completes the AI Visibility ecosystem \u2014 every signal generated, governed, tracked, compounded.*",
    "monthly AI citation monitoring runs across ChatGPT, Perplexity, and Gemini."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "*Jonomor\u2019s fifth launch in five weeks completes the AI Visibility ecosystem \u2014 every signal generated, governed, tracked, compounded.*",
    "monthly AI citation monitoring runs across ChatGPT, Perplexity, and Gemini."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://techcrunch.com/2023/05/21/google-challenger-neeva-gives-up-on-consumer-search-goes-all-in-on-ai-and-the-enterprise",
   "title": "Google challenger Neeva gives up on consumer search, goes all in on AI and the enterprise",
   "published_at": "2023-05-21T13:01:08",
   "engine": "Neeva",
   "launch_year": "2021",
   "status": "discontinued",
   "region": "U.S.",
   "category": "generative AI search engine",
   "engine_evidence": [
    "Challenger search engine [Neeva](https://neeva.com/) is no more, in its current guise at least, as the Mountain View, California-based company revealed that it\u2019s winding down its consumer business."
   ],
   "launch_year_evidence": [
    "Founded in 2019 by former Googlers Ramaswamy and Raghunathan, Neeva launched an ad-free, subscription-only (i.e. paid) search engine in the U.S. [two years ago](https://neeva.com/blog/neeva-announces-public-availability), before [adding a](https://neeva.com/blog/introducing-neeva-free-basic-and-neeva-premium) free tier to the mix six months later."
   ],
   "status_evidence": [
    "Challenger search engine [Neeva](https://neeva.com/) is no more, in its current guise at least, as the Mountain View, California-based company revealed that it\u2019s winding down its consumer business."
   ],
   "region_evidence": [
    "Founded in 2019 by former Googlers Ramaswamy and Raghunathan, Neeva launched an ad-free, subscription-only (i.e. paid) search engine in the U.S. [two years ago](https://neeva.com/blog/neeva-announces-public-availability), before [adding a](https://neeva.com/blog/introducing-neeva-free-basic-and-neeva-premium) free tier to the mix six months later."
   ],
   "category_evidence": [
    "In search of growth, Neeva went on a rapid global expansion exercise [starting with Europe back in October](https://techcrunch.com/2022/10/05/neeva-brings-its-ad-free-search-engine-to-europe/), and then set about trying to reinvent the entire search experience [with a new generative AI engine](https://techcrunch.com/2023/02/13/as-chatgpt-hype-hits-fever-pitch-neeva-brings-its-generative-ai-search-engine-to-international-markets/) that combined multiple results and sources to create a single answer."
   ]
  },
  {
   "url": "https://orangerockmedia.com/google-i-o-2026-every-new-search-feature-you-need-to-know-about",
   "title": "Google I/O 2026: Every New Search Feature You Need to Know About",
   "published_at": "2026-05-21T21:08:31",
   "engine": "AI Mode",
   "launch_year": "2026",
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "**TL;DR:** Google just announced its biggest search overhaul in 25 years at I/O 2026 on May 19.",
    "The highlights: a completely reimagined AI-powered search box, Gemini 3.5 Flash as the new default model in AI Mode, \u201cSearch Agents\u201d that monitor the web 24/7 for you, agentic booking and shopping, agentic coding with custom generative UI, and expanded Personal Intelligence across Google services.",
    "The new search box is rolling out today in all countries and languages where AI Mode is available."
   ],
   "launch_year_evidence": [
    "**TL;DR:** Google just announced its biggest search overhaul in 25 years at I/O 2026 on May 19.",
    "Google I/O 2026 landed on May 19, and the keynote made one thing clear: the search box you\u2019ve been using for 25 years just got a complete redesign."
   ],
   "status_evidence": [
    "**TL;DR:** Google just announced its biggest search overhaul in 25 years at I/O 2026 on May 19.",
    "The new search box is rolling out today in all countries and languages where AI Mode is available."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://toolify.ai/tool/kagi-search",
   "title": "What is Kagi Search?",
   "published_at": "2025-04-04T12:28:42",
   "engine": "Kagi Search",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "Kagi Search Product Information",
    "## What is Kagi Search?",
    "Kagi Search is a premium, paid search engine that prioritizes user privacy and delivers search results without ads or tracking."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "Kagi Search Product Information",
    "## What is Kagi Search?",
    "Kagi Search is a premium, paid search engine that prioritizes user privacy and delivers search results without ads or tracking."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://seektool.ai/ai/kagi-com",
   "title": "Kagi Search: Your Ad-Free, Privacy-Focused Search Engine",
   "published_at": "2025-05-01T02:40:33",
   "engine": "GPTGO",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "GPTGO is a free, fast, and versatile search engine that combines Google\u2019s search power with ChatGPT\u2019s intelligence.",
    "## Kagi Search Product Information"
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://seektool.ai/ai/kagi-com",
   "title": "Kagi Search: Your Ad-Free, Privacy-Focused Search Engine",
   "published_at": "2025-05-01T02:40:33",
   "engine": "GoSearch",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "GoSearch is an AI-powered enterprise search tool that connects all your internal apps and resources, making it easier to find information, collaborate, and boost productivity.",
    "## Kagi Search Product Information"
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://seektool.ai/ai/kagi-com",
   "title": "Kagi Search: Your Ad-Free, Privacy-Focused Search Engine",
   "published_at": "2025-05-01T02:40:33",
   "engine": "Tavily",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "Tavily is a powerful search engine tailored for AI agents, offering real-time, accurate results and easy integration.",
    "## Kagi Search Product Information"
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://toolify.ai/alternative/gensearch",
   "title": "GenSearch Alternatives in 2026 | Best GenSearch Alternatives",
   "published_at": null,
   "engine": "Perplexity AI",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": "AI search engine",
   "engine_evidence": [
    "# GenSearch Alternative 2026",
    "### 1. [ Perplexity AI ](/tool/perplexity-ai)"
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "# GenSearch Alternative 2026",
    "Perplexity AI is an AI search engine that utilizes large language models (OpenAI API) and search engines to provide answers."
   ],
   "region_evidence": null,
   "category_evidence": [
    "# GenSearch Alternative 2026",
    "Perplexity AI is an AI search engine that utilizes large language models (OpenAI API) and search engines to provide answers."
   ]
  },
  {
   "url": "https://toolify.ai/alternative/gensearch",
   "title": "GenSearch Alternatives in 2026 | Best GenSearch Alternatives",
   "published_at": null,
   "engine": "Genspark",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": "platform that offers Sparkpages",
   "engine_evidence": [
    "# GenSearch Alternative 2026",
    "### 2. [ Genspark ](/tool/genspark-ai)"
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "# GenSearch Alternative 2026",
    "Genspark is a platform that offers Sparkpages, a new form of webpage featuring a built-in AI copilot, where users can freely chat and ask questions."
   ],
   "region_evidence": null,
   "category_evidence": [
    "# GenSearch Alternative 2026",
    "Genspark is a platform that offers Sparkpages, a new form of webpage featuring a built-in AI copilot, where users can freely chat and ask questions."
   ]
  },
  {
   "url": "https://toolify.ai/alternative/gensearch",
   "title": "GenSearch Alternatives in 2026 | Best GenSearch Alternatives",
   "published_at": null,
   "engine": "Chub AI",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": "GenAI platform",
   "engine_evidence": [
    "# GenSearch Alternative 2026",
    "### 3. [ Chub AI ](/tool/chub-ai)"
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "# GenSearch Alternative 2026",
    "Chub AI is presented as a GenAI platform for everyone."
   ],
   "region_evidence": null,
   "category_evidence": [
    "# GenSearch Alternative 2026",
    "Chub AI is presented as a GenAI platform for everyone."
   ]
  },
  {
   "url": "https://toolify.ai/alternative/gensearch",
   "title": "GenSearch Alternatives in 2026 | Best GenSearch Alternatives",
   "published_at": null,
   "engine": "\u79d8\u5854AI\u641c\u7d22",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": "AI-powered search engine",
   "engine_evidence": [
    "# GenSearch Alternative 2026",
    "### 4. [ \u79d8\u5854AI\u641c\u7d22 ](/tool/%E7%A7%98%E5%A1%94ai)"
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "# GenSearch Alternative 2026",
    "\u79d8\u5854AI\u641c\u7d22 is an AI-powered search engine that aims to provide direct results without advertisements."
   ],
   "region_evidence": null,
   "category_evidence": [
    "# GenSearch Alternative 2026",
    "\u79d8\u5854AI\u641c\u7d22 is an AI-powered search engine that aims to provide direct results without advertisements."
   ]
  },
  {
   "url": "https://toolify.ai/alternative/gensearch",
   "title": "GenSearch Alternatives in 2026 | Best GenSearch Alternatives",
   "published_at": null,
   "engine": "Kagi Search",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": "premium, paid search engine",
   "engine_evidence": [
    "# GenSearch Alternative 2026",
    "### 5. [ Kagi Search ](/tool/kagi-search)"
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "# GenSearch Alternative 2026",
    "Kagi Search is a premium, paid search engine that prioritizes user privacy and delivers search results without ads or tracking."
   ],
   "region_evidence": null,
   "category_evidence": [
    "# GenSearch Alternative 2026",
    "Kagi Search is a premium, paid search engine that prioritizes user privacy and delivers search results without ads or tracking."
   ]
  },
  {
   "url": "https://toolify.ai/alternative/gensearch",
   "title": "GenSearch Alternatives in 2026 | Best GenSearch Alternatives",
   "published_at": null,
   "engine": "Consensus",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": "AI-powered academic search engine",
   "engine_evidence": [
    "# GenSearch Alternative 2026",
    "### 6. [ Consensus ](/tool/consensus)"
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "# GenSearch Alternative 2026",
    "Consensus is an AI-powered academic search engine that extracts, aggregates, and distills findings directly from scientific research."
   ],
   "region_evidence": null,
   "category_evidence": [
    "# GenSearch Alternative 2026",
    "Consensus is an AI-powered academic search engine that extracts, aggregates, and distills findings directly from scientific research."
   ]
  },
  {
   "url": "https://toolify.ai/alternative/gensearch",
   "title": "GenSearch Alternatives in 2026 | Best GenSearch Alternatives",
   "published_at": null,
   "engine": "Lenso.ai",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": "AI image search tool",
   "engine_evidence": [
    "# GenSearch Alternative 2026",
    "### 7. [ Lenso.ai ](/tool/lenso-ai)"
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "# GenSearch Alternative 2026",
    "Lenso.ai is an AI image search tool that allows you to search for images of places, people, duplicates, related, or similar objects."
   ],
   "region_evidence": null,
   "category_evidence": [
    "# GenSearch Alternative 2026",
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   ]
  },
  {
   "url": "https://toolify.ai/alternative/gensearch",
   "title": "GenSearch Alternatives in 2026 | Best GenSearch Alternatives",
   "published_at": null,
   "engine": "You.com",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": "AI search engine",
   "engine_evidence": [
    "# GenSearch Alternative 2026",
    "### 8. [ You.com ](/tool/you)"
   ],
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   "status_evidence": [
    "# GenSearch Alternative 2026",
    "You.com is an AI search engine that prioritizes user control and privacy."
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   "category_evidence": [
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  {
   "url": "https://toolify.ai/alternative/gensearch",
   "title": "GenSearch Alternatives in 2026 | Best GenSearch Alternatives",
   "published_at": null,
   "engine": "iAsk.Ai",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": "AI search engine",
   "engine_evidence": [
    "# GenSearch Alternative 2026",
    "### 9. [ iAsk.Ai ](/tool/iask-ai-generative-ai-search-engine)"
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "# GenSearch Alternative 2026",
    "iAsk.Ai is a free AI search engine designed to provide trustworthy and factual information."
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   "region_evidence": null,
   "category_evidence": [
    "# GenSearch Alternative 2026",
    "iAsk.Ai is a free AI search engine designed to provide trustworthy and factual information."
   ]
  },
  {
   "url": "https://toolify.ai/alternative/gensearch",
   "title": "GenSearch Alternatives in 2026 | Best GenSearch Alternatives",
   "published_at": null,
   "engine": "Felo",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": "AI search engine",
   "engine_evidence": [
    "# GenSearch Alternative 2026",
    "### 10. [ Felo ](/tool/felo)"
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   "status_evidence": [
    "# GenSearch Alternative 2026",
    "Felo is a free AI search engine that allows users to ask AI anything in their own language."
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   "region_evidence": null,
   "category_evidence": [
    "# GenSearch Alternative 2026",
    "Felo is a free AI search engine that allows users to ask AI anything in their own language."
   ]
  },
  {
   "url": "https://tldevtech.com/google-redefines-search-with-always-on-ai-agents-at-io-2026",
   "title": "Google Redefines Search With Always-On AI Agents at I/O 2026",
   "published_at": null,
   "engine": "Google Search AI Mode",
   "launch_year": "2025",
   "status": "active",
   "region": null,
   "category": "AI search",
   "engine_evidence": [
    "# Google Redefines Search With Always-On AI Agents at I/O 2026",
    "Google just turned Search into something altogether different.",
    "The rollout began at I/O across all countries and languages where AI Mode is available.",
    "Under the hood, AI Mode \u2014 Google's conversation-first search layer \u2014 now runs on Gemini 3.5 Flash, a model the company describes as delivering \"sustained frontier performance for agents and coding.\""
   ],
   "launch_year_evidence": [
    "# Google Redefines Search With Always-On AI Agents at I/O 2026",
    "Google just turned Search into something altogether different.",
    "AI Mode surpassed one billion monthly users in its first year, with query volume more than doubling every quarter since launch."
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   "status_evidence": [
    "# Google Redefines Search With Always-On AI Agents at I/O 2026",
    "Google just turned Search into something altogether different.",
    "Under the hood, AI Mode \u2014 Google's conversation-first search layer \u2014 now runs on Gemini 3.5 Flash, a model the company describes as delivering \"sustained frontier performance for agents and coding.\""
   ],
   "region_evidence": null,
   "category_evidence": [
    "# Google Redefines Search With Always-On AI Agents at I/O 2026",
    "Google just turned Search into something altogether different.",
    "Under the hood, AI Mode \u2014 Google's conversation-first search layer \u2014 now runs on Gemini 3.5 Flash, a model the company describes as delivering \"sustained frontier performance for agents and coding.\""
   ]
  },
  {
   "url": "https://toolify.ai/alternative/felo",
   "title": "Felo Alternatives in 2026 | Best Felo Alternatives",
   "published_at": null,
   "engine": "Felo",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "# Felo Alternative 2026",
    "If you're looking for alternatives to Felo, or for other AI tools for #AI Search Engine, we'll provide a comprehensive list of alternatives to Felo in this article.",
    "Felo is a free AI search engine that allows users to ask AI anything in their own language."
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
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  {
   "url": "https://toolify.ai/alternative/felo",
   "title": "Felo Alternatives in 2026 | Best Felo Alternatives",
   "published_at": null,
   "engine": "Perplexity AI",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "# Felo Alternative 2026",
    "If you're looking for alternatives to Felo, or for other AI tools for #AI Search Engine, we'll provide a comprehensive list of alternatives to Felo in this article.",
    "### 1. [ Perplexity AI ](https://toolify.ai/tool/perplexity-ai)",
    "Perplexity AI is an AI search engine that utilizes large language models (OpenAI API) and search engines to provide answers."
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://toolify.ai/alternative/felo",
   "title": "Felo Alternatives in 2026 | Best Felo Alternatives",
   "published_at": null,
   "engine": "Genspark",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "# Felo Alternative 2026",
    "If you're looking for alternatives to Felo, or for other AI tools for #AI Search Engine, we'll provide a comprehensive list of alternatives to Felo in this article.",
    "### 2. [ Genspark ](https://toolify.ai/tool/genspark-ai)",
    "Genspark is a platform that offers Sparkpages, a new form of webpage featuring a built-in AI copilot, where users can freely chat and ask questions."
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://toolify.ai/alternative/felo",
   "title": "Felo Alternatives in 2026 | Best Felo Alternatives",
   "published_at": null,
   "engine": "\u79d8\u5854AI\u641c\u7d22",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "# Felo Alternative 2026",
    "If you're looking for alternatives to Felo, or for other AI tools for #AI Search Engine, we'll provide a comprehensive list of alternatives to Felo in this article.",
    "### 4. [ \u79d8\u5854AI\u641c\u7d22 ](https://toolify.ai/tool/%E7%A7%98%E5%A1%94ai)",
    "\u79d8\u5854AI\u641c\u7d22 is an AI-powered search engine that aims to provide direct results without advertisements."
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   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
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  {
   "url": "https://toolify.ai/alternative/felo",
   "title": "Felo Alternatives in 2026 | Best Felo Alternatives",
   "published_at": null,
   "engine": "Kagi Search",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "# Felo Alternative 2026",
    "If you're looking for alternatives to Felo, or for other AI tools for #AI Search Engine, we'll provide a comprehensive list of alternatives to Felo in this article.",
    "### 5. [ Kagi Search ](https://toolify.ai/tool/kagi-search)",
    "Kagi Search is a premium, paid search engine that prioritizes user privacy and delivers search results without ads or tracking."
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
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  {
   "url": "https://toolify.ai/alternative/felo",
   "title": "Felo Alternatives in 2026 | Best Felo Alternatives",
   "published_at": null,
   "engine": "Consensus",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "# Felo Alternative 2026",
    "If you're looking for alternatives to Felo, or for other AI tools for #AI Search Engine, we'll provide a comprehensive list of alternatives to Felo in this article.",
    "### 6. [ Consensus ](https://toolify.ai/tool/consensus)",
    "Consensus is an AI-powered academic search engine that extracts, aggregates, and distills findings directly from scientific research."
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
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  {
   "url": "https://toolify.ai/alternative/felo",
   "title": "Felo Alternatives in 2026 | Best Felo Alternatives",
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   "engine": "Lenso.ai",
   "launch_year": null,
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   "category": null,
   "engine_evidence": [
    "# Felo Alternative 2026",
    "If you're looking for alternatives to Felo, or for other AI tools for #AI Search Engine, we'll provide a comprehensive list of alternatives to Felo in this article.",
    "### 7. [ Lenso.ai ](https://toolify.ai/tool/lenso-ai)",
    "Lenso.ai is an AI image search tool that allows you to search for images of places, people, duplicates, related, or similar objects."
   ],
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   "status_evidence": null,
   "region_evidence": null,
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  {
   "url": "https://toolify.ai/alternative/felo",
   "title": "Felo Alternatives in 2026 | Best Felo Alternatives",
   "published_at": null,
   "engine": "You.com",
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   "region": null,
   "category": null,
   "engine_evidence": [
    "# Felo Alternative 2026",
    "If you're looking for alternatives to Felo, or for other AI tools for #AI Search Engine, we'll provide a comprehensive list of alternatives to Felo in this article.",
    "### 8. [ You.com ](https://toolify.ai/tool/you)",
    "You.com is an AI search engine that prioritizes user control and privacy."
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://toolify.ai/alternative/felo",
   "title": "Felo Alternatives in 2026 | Best Felo Alternatives",
   "published_at": null,
   "engine": "iAsk.Ai",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "# Felo Alternative 2026",
    "If you're looking for alternatives to Felo, or for other AI tools for #AI Search Engine, we'll provide a comprehensive list of alternatives to Felo in this article.",
    "### 9. [ iAsk.Ai ](https://toolify.ai/tool/iask-ai-generative-ai-search-engine)",
    "iAsk.Ai is a free AI search engine designed to provide trustworthy and factual information."
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://toolify.ai/alternative/felo",
   "title": "Felo Alternatives in 2026 | Best Felo Alternatives",
   "published_at": null,
   "engine": "Algolia",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "# Felo Alternative 2026",
    "If you're looking for alternatives to Felo, or for other AI tools for #AI Search Engine, we'll provide a comprehensive list of alternatives to Felo in this article.",
    "### 10. [ Algolia ](https://toolify.ai/tool/algolia)",
    "Algolia is a Search and Discovery Platform that empowers builders with Search and Recommendation services to create world-class digital experiences."
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
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  },
  {
   "url": "https://toolify.ai/alternative/felo",
   "title": "Felo Alternatives in 2026 | Best Felo Alternatives",
   "published_at": null,
   "engine": "Meilisearch",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "# Felo Alternative 2026",
    "If you're looking for alternatives to Felo, or for other AI tools for #AI Search Engine, we'll provide a comprehensive list of alternatives to Felo in this article.",
    "Meilisearch is a powerful, open-source search engine offering fast and relevant full-text searches."
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://toolify.ai/alternative/felo",
   "title": "Felo Alternatives in 2026 | Best Felo Alternatives",
   "published_at": null,
   "engine": "Andi",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "# Felo Alternative 2026",
    "If you're looking for alternatives to Felo, or for other AI tools for #AI Search Engine, we'll provide a comprehensive list of alternatives to Felo in this article.",
    "Andi is an AI-powered search engine designed for the next generation."
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://kblip.com/releases/google-s-ai-mode-finally-rolls-out-in-france-months-after-KR4uZb8",
   "title": "Google's AI Mode finally rolls out in France, months after other regions",
   "published_at": "2026-07-24T09:16:24",
   "engine": "AI Mode",
   "launch_year": "2026",
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "Releases\u00b7Tool Release",
    "# Google's AI Mode finally rolls out in France, months after other regions",
    "Google's AI Mode in Search has launched in France, but users note it arrives months after the US, UK, and India."
   ],
   "launch_year_evidence": [
    "Releases\u00b7Tool Release",
    "# Google's AI Mode finally rolls out in France, months after other regions",
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   ],
   "status_evidence": [
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    "# Google's AI Mode finally rolls out in France, months after other regions",
    "Google's AI Mode in Search has finally become available in France as of July 24, 2026."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://presenc.ai/research/comet-usage-statistics-2026",
   "title": "Perplexity Comet Usage Statistics 2026",
   "published_at": "2026-05-02T00:00:00",
   "engine": "Perplexity Comet",
   "launch_year": "2025",
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "## Perplexity Comet Usage Statistics 2026: The Definitive Data Collection",
    "Perplexity Comet is the leading AI-native browser by user count in 2026, reaching approximately 18 million monthly active users in Q1 2026, up from 2.4 million a year earlier."
   ],
   "launch_year_evidence": [
    "## Comet Growth: 2024\u20132026",
    "Comet Growth: 2024\u20132026",
    "| Period | Monthly Active Users | Comet Pro Subscribers | QoQ Growth (MAU) |",
    "| Q1 2025 (initial release) | 2.4M | 0.18M | \u2014 |"
   ],
   "status_evidence": [
    "## Perplexity Comet Usage Statistics 2026: The Definitive Data Collection",
    "Perplexity Comet is the leading AI-native browser by user count in 2026, reaching approximately 18 million monthly active users in Q1 2026, up from 2.4 million a year earlier."
   ],
   "region_evidence": null,
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  },
  {
   "url": "https://skywork.ai/blog/models/genspark-ai-search-engine-what-it-is-how-it-works-key-use-cases",
   "title": "Genspark AI Search Engine: What It Is, How It Works & Key Use Cases, Click to Use! - Skywork",
   "published_at": "2026-04-10T03:32:57",
   "engine": "Genspark",
   "launch_year": "2023",
   "status": "active",
   "region": null,
   "category": "AI search engine",
   "engine_evidence": [
    "# Genspark AI Search Engine: What It Is, How It Works & Key Use Cases, Click to Use!",
    "Originally launched in 2023 as an AI search engine, it has evolved into a comprehensive \u201cAI Agentic Engine\u201d and all-in-one workspace that serves over 5 million users worldwide."
   ],
   "launch_year_evidence": [
    "# Genspark AI Search Engine: What It Is, How It Works & Key Use Cases, Click to Use!",
    "Originally launched in 2023 as an AI search engine, it has evolved into a comprehensive \u201cAI Agentic Engine\u201d and all-in-one workspace that serves over 5 million users worldwide."
   ],
   "status_evidence": [
    "# Genspark AI Search Engine: What It Is, How It Works & Key Use Cases, Click to Use!",
    "Originally launched in 2023 as an AI search engine, it has evolved into a comprehensive \u201cAI Agentic Engine\u201d and all-in-one workspace that serves over 5 million users worldwide."
   ],
   "region_evidence": null,
   "category_evidence": [
    "# Genspark AI Search Engine: What It Is, How It Works & Key Use Cases, Click to Use!",
    "Originally launched in 2023 as an AI search engine, it has evolved into a comprehensive \u201cAI Agentic Engine\u201d and all-in-one workspace that serves over 5 million users worldwide."
   ]
  },
  {
   "url": "https://dev.to/thisweekinaiengineering/mistral-le-chat-is-10x-faster-than-chatgpt-perplexity-sonar-is-out-and-new-github-copilot-ai-1i0e",
   "title": "Mistral Le Chat is 10X faster than ChatGPT, Perplexity Sonar is out, and new GitHub Copilot AI update",
   "published_at": "2025-02-15T18:22:43",
   "engine": "Perplexity Sonar",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "Mistral Le Chat is 10X faster than ChatGPT, Perplexity Sonar is out, and new GitHub Copilot AI update",
    "## Perplexity Sonar: New Search Model with Enhanced Speed and Accuracy",
    "Perplexity Labs has introduced **[Sonar](https://www.perplexity.ai/hub/blog/meet-new-sonar)**, a new search-optimized model built on the Llama 3.3 70B architecture."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "Mistral Le Chat is 10X faster than ChatGPT, Perplexity Sonar is out, and new GitHub Copilot AI update",
    "## Perplexity Sonar: New Search Model with Enhanced Speed and Accuracy",
    "Perplexity Labs has introduced **[Sonar](https://www.perplexity.ai/hub/blog/meet-new-sonar)**, a new search-optimized model built on the Llama 3.3 70B architecture."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://medium.com/@hammadulhaq/is-your-business-idea-just-one-feature-away-from-obsolescence-a69feb8f3332",
   "title": "Is Your Business Idea Just One Feature Away from Obsolescence?",
   "published_at": "2025-04-17T07:55:00",
   "engine": "Neeva",
   "launch_year": "2019",
   "status": "renamed",
   "region": null,
   "category": null,
   "engine_evidence": [
    "# Is Your Business Idea Just One Feature Away from Obsolescence?",
    "### 2. Neeva (AI-Enhanced Search)",
    "Launched in 2019, Neeva tried to compete with traditional search engines through an ad-free model and AI-assisted ranking."
   ],
   "launch_year_evidence": [
    "# Is Your Business Idea Just One Feature Away from Obsolescence?",
    "### 2. Neeva (AI-Enhanced Search)",
    "Launched in 2019, Neeva tried to compete with traditional search engines through an ad-free model and AI-assisted ranking."
   ],
   "status_evidence": [
    "# Is Your Business Idea Just One Feature Away from Obsolescence?",
    "### 2. Neeva (AI-Enhanced Search)",
    "Neeva switched to making AI search for enterprises and was later bought by Snowflake."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://seobase.co/blog/other-search-engines",
   "title": "Other search engines to try in 2026 beyond Google",
   "published_at": "2026-08-18T00:00:00",
   "engine": "ChatGPT Search",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "Other search engines to try in 2026 beyond Google",
    "AI search engines for summarized answers",
    "**ChatGPT Search** works best when your question has a second question hiding behind it."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "Other search engines to try in 2026 beyond Google",
    "AI search engines for summarized answers",
    "**ChatGPT Search** works best when your question has a second question hiding behind it."
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   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://seobase.co/blog/other-search-engines",
   "title": "Other search engines to try in 2026 beyond Google",
   "published_at": "2026-08-18T00:00:00",
   "engine": "Perplexity.ai",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "Other search engines to try in 2026 beyond Google",
    "AI search engines for summarized answers",
    "**Perplexity.ai** treats sourcing as a first-class feature, not an afterthought."
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   "launch_year_evidence": null,
   "status_evidence": [
    "Other search engines to try in 2026 beyond Google",
    "AI search engines for summarized answers",
    "**Perplexity.ai** treats sourcing as a first-class feature, not an afterthought."
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   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://seobase.co/blog/other-search-engines",
   "title": "Other search engines to try in 2026 beyond Google",
   "published_at": "2026-08-18T00:00:00",
   "engine": "You.com",
   "launch_year": null,
   "status": "active",
   "region": null,
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   "engine_evidence": [
    "Other search engines to try in 2026 beyond Google",
    "AI search engines for summarized answers",
    "**You.com** doesn\u2019t force you to choose between an AI answer and a normal results page."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "Other search engines to try in 2026 beyond Google",
    "AI search engines for summarized answers",
    "**You.com** doesn\u2019t force you to choose between an AI answer and a normal results page."
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   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://seobase.co/blog/other-search-engines",
   "title": "Other search engines to try in 2026 beyond Google",
   "published_at": "2026-08-18T00:00:00",
   "engine": "Brave Search",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "Other search engines to try in 2026 beyond Google",
    "AI search engines for summarized answers",
    "**Brave Search** bolts an AI summary on top of its existing index without burying the regular results underneath it."
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   "launch_year_evidence": null,
   "status_evidence": [
    "Other search engines to try in 2026 beyond Google",
    "AI search engines for summarized answers",
    "**Brave Search** bolts an AI summary on top of its existing index without burying the regular results underneath it."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://seobase.co/blog/other-search-engines",
   "title": "Other search engines to try in 2026 beyond Google",
   "published_at": "2026-08-18T00:00:00",
   "engine": "Google AI Mode",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "Other search engines to try in 2026 beyond Google",
    "AI search engines for summarized answers",
    "**Google AI Mode** is the clearest sign that AI-generated summaries have gone mainstream."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "Other search engines to try in 2026 beyond Google",
    "AI search engines for summarized answers",
    "**Google AI Mode** is the clearest sign that AI-generated summaries have gone mainstream."
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   "region_evidence": null,
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   "url": "https://lawrencehitches.com/ai-search-engines-cheatsheet",
   "title": "AI Search Engines Cheatsheet",
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   "engine": "ChatGPT Search",
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    "## The AI search surfaces, and how to appear in each",
    "| Surface | What it is | Index | How it cites | How to appear |",
    "| ChatGPT Search | OpenAI's web mode | Bing | Linked citations | Win Bing; answer-first content |"
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   "url": "https://lawrencehitches.com/ai-search-engines-cheatsheet",
   "title": "AI Search Engines Cheatsheet",
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   "engine": "Microsoft Copilot",
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    "AI Search Engines Cheatsheet",
    "## The AI search surfaces, and how to appear in each",
    "| Surface | What it is | Index | How it cites | How to appear |",
    "| Microsoft Copilot | Microsoft assistant | Bing | Linked | Bing visibility = [Copilot visibility](/copilot-search-optimization/) |"
   ],
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  {
   "url": "https://lawrencehitches.com/ai-search-engines-cheatsheet",
   "title": "AI Search Engines Cheatsheet",
   "published_at": "2026-06-19T09:00:00",
   "engine": "Google AI Overviews",
   "launch_year": null,
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   "category": null,
   "engine_evidence": [
    "AI Search Engines Cheatsheet",
    "## The AI search surfaces, and how to appear in each",
    "| Surface | What it is | Index | How it cites | How to appear |",
    "| Google AI Overviews | AI answer atop the SERP | Google | Linked sources | Rank top-10 on Google (about 81% of AIO citations are top-10 results) |"
   ],
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  {
   "url": "https://lawrencehitches.com/ai-search-engines-cheatsheet",
   "title": "AI Search Engines Cheatsheet",
   "published_at": "2026-06-19T09:00:00",
   "engine": "Google AI Mode",
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   "engine_evidence": [
    "AI Search Engines Cheatsheet",
    "## The AI search surfaces, and how to appear in each",
    "| Surface | What it is | Index | How it cites | How to appear |",
    "| Google AI Mode | Conversational Google | Google | Linked | Google visibility plus clear entities |"
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  },
  {
   "url": "https://lawrencehitches.com/ai-search-engines-cheatsheet",
   "title": "AI Search Engines Cheatsheet",
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    "| Surface | What it is | Index | How it cites | How to appear |",
    "| Perplexity | Answer engine | Own + web | Prominent numbered cites | Structure for extraction; freshness |"
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  {
   "url": "https://lawrencehitches.com/ai-search-engines-cheatsheet",
   "title": "AI Search Engines Cheatsheet",
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    "| Surface | What it is | Index | How it cites | How to appear |",
    "| Gemini | Google's assistant | Google | Linked | Strong Google SEO carries over |"
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  {
   "url": "https://lawrencehitches.com/ai-search-engines-cheatsheet",
   "title": "AI Search Engines Cheatsheet",
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   "engine": "Claude (web search)",
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    "AI Search Engines Cheatsheet",
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    "| Surface | What it is | Index | How it cites | How to appear |",
    "| Claude (web search) | Anthropic assistant | Web (multi-source) | Linked | Extractable content and entity clarity |"
   ],
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  {
   "url": "https://lawrencehitches.com/ai-search-engines-cheatsheet",
   "title": "AI Search Engines Cheatsheet",
   "published_at": "2026-06-19T09:00:00",
   "engine": "DuckAssist",
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    "AI Search Engines Cheatsheet",
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    "| Surface | What it is | Index | How it cites | How to appear |",
    "| DuckAssist | DuckDuckGo's AI | Bing | Linked | Bing visibility |"
   ],
   "launch_year_evidence": null,
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  },
  {
   "url": "https://theoutpost.ai/news-story/perplexity-comet-ai-browser-arrives-on-i-phone-with-voice-search-and-automated-task-handling-24720",
   "title": "Perplexity Comet AI browser launches for iPhone with built-in assistant and voice search",
   "published_at": "2026-03-18T23:32:29",
   "engine": "Perplexity",
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   "category": null,
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    "Initial release December 7, 2022",
    "Perplexity is an AI-powered search engine that combines web search with conversational answers."
   ],
   "status_evidence": [
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    "Perplexity is an AI-powered search engine that combines web search with conversational answers."
   ],
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  },
  {
   "url": "https://agenticsearch.cloud/posts/exa-alternatives",
   "title": "Top 6 Exa Alternatives for AI Web Search in 2026",
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   "engine": "Keirolabs",
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   "status": "active",
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    "| Keirolabs | Price-to-performance search API | Highest scorer on FinanceBench and SimpleQA; SERP at $0.1/1k | 1,000 requests/mo |",
    "The six real Exa alternatives in 2026 are Keirolabs, Firecrawl, Tavily, Perplexity, Linkup, and Brave Search API."
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   ],
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  {
   "url": "https://agenticsearch.cloud/posts/exa-alternatives",
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    "| Firecrawl | Full web data stack | Search, scrape, crawl, map, interact in one API | 1,000 credits/mo |",
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   ],
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   "url": "https://agenticsearch.cloud/posts/exa-alternatives",
   "title": "Top 6 Exa Alternatives for AI Web Search in 2026",
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    "Table of Contents",
    "TL;DR - The best Exa alternatives at a glance",
    "| Tavily | Simple AI search API | Transparent flat pricing per credit | 1,000 credits/mo |",
    "The six real Exa alternatives in 2026 are Keirolabs, Firecrawl, Tavily, Perplexity, Linkup, and Brave Search API."
   ],
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    "Table of Contents",
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   ],
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  },
  {
   "url": "https://agenticsearch.cloud/posts/exa-alternatives",
   "title": "Top 6 Exa Alternatives for AI Web Search in 2026",
   "published_at": "2026-07-26T00:00:00",
   "engine": "Perplexity Sonar",
   "launch_year": null,
   "status": "active",
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    "Table of Contents",
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    "| Perplexity Sonar | Cited answers | Synthesized answers with sources in one call | 100 queries/day |",
    "The six real Exa alternatives in 2026 are Keirolabs, Firecrawl, Tavily, Perplexity, Linkup, and Brave Search API."
   ],
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    "Table of Contents",
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   ],
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  },
  {
   "url": "https://agenticsearch.cloud/posts/exa-alternatives",
   "title": "Top 6 Exa Alternatives for AI Web Search in 2026",
   "published_at": "2026-07-26T00:00:00",
   "engine": "Linkup",
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    "| Linkup | Verified facts | Trusted-source focus with strong factuality results | EUR 5/mo free credit |",
    "The six real Exa alternatives in 2026 are Keirolabs, Firecrawl, Tavily, Perplexity, Linkup, and Brave Search API."
   ],
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   "status_evidence": [
    "Table of Contents",
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   ],
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   "published_at": "2026-07-26T00:00:00",
   "engine": "Brave",
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    "| Brave | Privacy + independent index | Own 30B+ page index, SOC 2 Type II | 2,000 queries/mo |",
    "The six real Exa alternatives in 2026 are Keirolabs, Firecrawl, Tavily, Perplexity, Linkup, and Brave Search API."
   ],
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   ],
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  },
  {
   "url": "https://tweak.town/SyahjYE",
   "title": "DuckDuckGo launches no-AI search extensions after users reject Google's AI-first Search",
   "published_at": "2026-06-02T03:45:03",
   "engine": "Google Search",
   "launch_year": null,
   "status": "active",
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   "category": null,
   "engine_evidence": [
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   ],
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  {
   "url": "https://mymentions.org/blog/best-ai-searches",
   "title": "The 10 Best AI Searches and Engines for 2026",
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   "engine": "MyMentions",
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    "## 1. MyMentions"
   ],
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  },
  {
   "url": "https://mymentions.org/blog/best-ai-searches",
   "title": "The 10 Best AI Searches and Engines for 2026",
   "published_at": "2026-07-05T08:18:21",
   "engine": "Perplexity",
   "launch_year": null,
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   "category": null,
   "engine_evidence": [
    "This guide is for founders, marketers, and SEOs who need to choose the right AI search tools and understand how visibility works inside them.",
    "## 2. Perplexity"
   ],
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  },
  {
   "url": "https://mymentions.org/blog/best-ai-searches",
   "title": "The 10 Best AI Searches and Engines for 2026",
   "published_at": "2026-07-05T08:18:21",
   "engine": "Google Search AI Overviews and AI Mode",
   "launch_year": null,
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    "This guide is for founders, marketers, and SEOs who need to choose the right AI search tools and understand how visibility works inside them.",
    "## 3. Google Search AI Overviews and AI Mode"
   ],
   "launch_year_evidence": null,
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  },
  {
   "url": "https://mymentions.org/blog/best-ai-searches",
   "title": "The 10 Best AI Searches and Engines for 2026",
   "published_at": "2026-07-05T08:18:21",
   "engine": "Microsoft Copilot Search Bing",
   "launch_year": null,
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   "engine_evidence": [
    "This guide is for founders, marketers, and SEOs who need to choose the right AI search tools and understand how visibility works inside them.",
    "## 4. Microsoft Copilot Search Bing"
   ],
   "launch_year_evidence": null,
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  },
  {
   "url": "https://mymentions.org/blog/best-ai-searches",
   "title": "The 10 Best AI Searches and Engines for 2026",
   "published_at": "2026-07-05T08:18:21",
   "engine": "Andi Search",
   "launch_year": null,
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   "engine_evidence": [
    "This guide is for founders, marketers, and SEOs who need to choose the right AI search tools and understand how visibility works inside them.",
    "## 5. Andi Search"
   ],
   "launch_year_evidence": null,
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  },
  {
   "url": "https://mymentions.org/blog/best-ai-searches",
   "title": "The 10 Best AI Searches and Engines for 2026",
   "published_at": "2026-07-05T08:18:21",
   "engine": "Brave Search Ask Brave and Summarizer",
   "launch_year": null,
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   "engine_evidence": [
    "This guide is for founders, marketers, and SEOs who need to choose the right AI search tools and understand how visibility works inside them.",
    "## 6. Brave Search Ask Brave and Summarizer"
   ],
   "launch_year_evidence": null,
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  },
  {
   "url": "https://mymentions.org/blog/best-ai-searches",
   "title": "The 10 Best AI Searches and Engines for 2026",
   "published_at": "2026-07-05T08:18:21",
   "engine": "DuckDuckGo and Duck.ai",
   "launch_year": null,
   "status": null,
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   "engine_evidence": [
    "This guide is for founders, marketers, and SEOs who need to choose the right AI search tools and understand how visibility works inside them.",
    "## 7. DuckDuckGo and Duck.ai"
   ],
   "launch_year_evidence": null,
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  },
  {
   "url": "https://mymentions.org/blog/best-ai-searches",
   "title": "The 10 Best AI Searches and Engines for 2026",
   "published_at": "2026-07-05T08:18:21",
   "engine": "Kagi",
   "launch_year": null,
   "status": null,
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   "engine_evidence": [
    "This guide is for founders, marketers, and SEOs who need to choose the right AI search tools and understand how visibility works inside them.",
    "## 8. Kagi"
   ],
   "launch_year_evidence": null,
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  },
  {
   "url": "https://mymentions.org/blog/best-ai-searches",
   "title": "The 10 Best AI Searches and Engines for 2026",
   "published_at": "2026-07-05T08:18:21",
   "engine": "You.com",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "This guide is for founders, marketers, and SEOs who need to choose the right AI search tools and understand how visibility works inside them.",
    "## 9. You.com"
   ],
   "launch_year_evidence": null,
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  },
  {
   "url": "https://mymentions.org/blog/best-ai-searches",
   "title": "The 10 Best AI Searches and Engines for 2026",
   "published_at": "2026-07-05T08:18:21",
   "engine": "Phind",
   "launch_year": null,
   "status": null,
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   "engine_evidence": [
    "This guide is for founders, marketers, and SEOs who need to choose the right AI search tools and understand how visibility works inside them.",
    "## 10. Phind"
   ],
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  },
  {
   "url": "https://findskill.ai/learn/google-ai-mode",
   "title": "What Is Google AI Mode? Search's Conversational AI, Explained (2026)",
   "published_at": "2026-07-22T00:00:00",
   "engine": "Google AI Mode",
   "launch_year": null,
   "status": "active",
   "region": "200+ countries",
   "category": "conversational, AI-generated experience inside Google Search",
   "engine_evidence": [
    "# What Is Google AI Mode? Search's Conversational AI, Explained (2026)",
    "Google AI Mode is Search's conversational, Gemini-powered answer experience.",
    "Google AI Mode is the conversational, AI-generated experience inside Google Search \u2014 a dedicated tab that answers complex, multi-part questions and follow-ups instead of listing blue links."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "# What Is Google AI Mode? Search's Conversational AI, Explained (2026)",
    "Google AI Mode is Search's conversational, Gemini-powered answer experience.",
    "**Reach:** Live in **200+ countries** and about **98 languages**, free of charge, per Google\u2019s 2026 rollout announcements and reporting by Engadget."
   ],
   "region_evidence": [
    "# What Is Google AI Mode? Search's Conversational AI, Explained (2026)",
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    "**Reach:** Live in **200+ countries** and about **98 languages**, free of charge, per Google\u2019s 2026 rollout announcements and reporting by Engadget."
   ],
   "category_evidence": [
    "# What Is Google AI Mode? Search's Conversational AI, Explained (2026)",
    "Google AI Mode is Search's conversational, Gemini-powered answer experience.",
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   ]
  },
  {
   "url": "https://digitalocean.com/resources/articles/perplexity-alternatives",
   "title": "8 Top Research-Focused Perplexity Alternatives for 2026 | DigitalOcean",
   "published_at": "2025-12-11T09:58:15",
   "engine": "Perplexity",
   "launch_year": "2022",
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "## What is Perplexity?",
    "[Perplexity](https://www.perplexity.ai/) is an [AI search engine](/resources/articles/ai-search-engines-for-research) that delivers clear, citation-backed answers in a conversational format."
   ],
   "launch_year_evidence": [
    "Perplexity was founded by Aravind Srinivas, Denis Yarats, Johnny Ho, and Andy Konwinski in 2022 and positions itself as an \u201cAI-powered [Swiss Army Knife](https://www.perplexity.ai/help-center/en/articles/10354975-getting-started-with-perplexity).\u201d",
    "## What is Perplexity?"
   ],
   "status_evidence": [
    "## What is Perplexity?",
    "[Perplexity](https://www.perplexity.ai/) is an [AI search engine](/resources/articles/ai-search-engines-for-research) that delivers clear, citation-backed answers in a conversational format."
   ],
   "region_evidence": null,
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  },
  {
   "url": "https://digitalocean.com/resources/articles/perplexity-alternatives",
   "title": "8 Top Research-Focused Perplexity Alternatives for 2026 | DigitalOcean",
   "published_at": "2025-12-11T09:58:15",
   "engine": "Google Gemini",
   "launch_year": "2025",
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "The top Perplexity alternatives worth evaluating include: Google Gemini, ChatGPT, Brave Search, Exa, [You.com](http://You.com), Google Scholar, Elicit, and WolframAlpha.",
    "## What is Perplexity?",
    "#### 1. Google Gemini for personalized study and summaries",
    "[Google Gemini](https://gemini.google.com/) is Google\u2019s [multimodal AI](/solutions/multimodal-ai) platform with creative, analytical, and research-driven workflows."
   ],
   "launch_year_evidence": [
    "The top Perplexity alternatives worth evaluating include: Google Gemini, ChatGPT, Brave Search, Exa, [You.com](http://You.com), Google Scholar, Elicit, and WolframAlpha.",
    "## What is Perplexity?",
    "#### 1. Google Gemini for personalized study and summaries",
    "[Gemini 3](https://blog.google/products/gemini/gemini-3/) was introduced in November 2025 as Google\u2019s most advanced AI model, featuring multimodal reasoning across text, images, audio, video, and code."
   ],
   "status_evidence": [
    "The top Perplexity alternatives worth evaluating include: Google Gemini, ChatGPT, Brave Search, Exa, [You.com](http://You.com), Google Scholar, Elicit, and WolframAlpha.",
    "## What is Perplexity?",
    "#### 1. Google Gemini for personalized study and summaries",
    "[Google Gemini](https://gemini.google.com/) is Google\u2019s [multimodal AI](/solutions/multimodal-ai) platform with creative, analytical, and research-driven workflows."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://digitalocean.com/resources/articles/perplexity-alternatives",
   "title": "8 Top Research-Focused Perplexity Alternatives for 2026 | DigitalOcean",
   "published_at": "2025-12-11T09:58:15",
   "engine": "ChatGPT",
   "launch_year": "2022",
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "The top Perplexity alternatives worth evaluating include: Google Gemini, ChatGPT, Brave Search, Exa, [You.com](http://You.com), Google Scholar, Elicit, and WolframAlpha.",
    "## What is Perplexity?",
    "#### 3. Brave Search for privacy-first web research",
    "[ChatGPT](https://chatgpt.com/) is a [conversational AI](/resources/articles/what-is-conversational-ai) for asking questions and receiving responses in natural language."
   ],
   "launch_year_evidence": [
    "The top Perplexity alternatives worth evaluating include: Google Gemini, ChatGPT, Brave Search, Exa, [You.com](http://You.com), Google Scholar, Elicit, and WolframAlpha.",
    "## What is Perplexity?",
    "#### 3. Brave Search for privacy-first web research",
    "Developed by OpenAI, it was first launched in November 2022 to make large language models accessible to the public."
   ],
   "status_evidence": [
    "The top Perplexity alternatives worth evaluating include: Google Gemini, ChatGPT, Brave Search, Exa, [You.com](http://You.com), Google Scholar, Elicit, and WolframAlpha.",
    "## What is Perplexity?",
    "#### 3. Brave Search for privacy-first web research",
    "[ChatGPT](https://chatgpt.com/) is a [conversational AI](/resources/articles/what-is-conversational-ai) for asking questions and receiving responses in natural language."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://digitalocean.com/resources/articles/perplexity-alternatives",
   "title": "8 Top Research-Focused Perplexity Alternatives for 2026 | DigitalOcean",
   "published_at": "2025-12-11T09:58:15",
   "engine": "Brave Search",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "The top Perplexity alternatives worth evaluating include: Google Gemini, ChatGPT, Brave Search, Exa, [You.com](http://You.com), Google Scholar, Elicit, and WolframAlpha.",
    "## What is Perplexity?",
    "#### 3. Brave Search for privacy-first web research",
    "[Brave Search](https://brave.com/) is a web search engine built on an independent index\u2014it crawls, and ranks the web itself (not outsourcing results to Google or Bing) to deliver search results."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "The top Perplexity alternatives worth evaluating include: Google Gemini, ChatGPT, Brave Search, Exa, [You.com](http://You.com), Google Scholar, Elicit, and WolframAlpha.",
    "## What is Perplexity?",
    "#### 3. Brave Search for privacy-first web research",
    "[Brave Search](https://brave.com/) is a web search engine built on an independent index\u2014it crawls, and ranks the web itself (not outsourcing results to Google or Bing) to deliver search results."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://digitalocean.com/resources/articles/perplexity-alternatives",
   "title": "8 Top Research-Focused Perplexity Alternatives for 2026 | DigitalOcean",
   "published_at": "2025-12-11T09:58:15",
   "engine": "Exa",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "The top Perplexity alternatives worth evaluating include: Google Gemini, ChatGPT, Brave Search, Exa, [You.com](http://You.com), Google Scholar, Elicit, and WolframAlpha.",
    "## What is Perplexity?",
    "#### 4. Exa for semantic research",
    "[Exa](https://exa.ai/) is a search engine that uses a [novel neural architecture](https://exa.ai/about) rather than keyword-based indexing."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "The top Perplexity alternatives worth evaluating include: Google Gemini, ChatGPT, Brave Search, Exa, [You.com](http://You.com), Google Scholar, Elicit, and WolframAlpha.",
    "## What is Perplexity?",
    "#### 4. Exa for semantic research",
    "[Exa](https://exa.ai/) is a search engine that uses a [novel neural architecture](https://exa.ai/about) rather than keyword-based indexing."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://digitalocean.com/resources/articles/perplexity-alternatives",
   "title": "8 Top Research-Focused Perplexity Alternatives for 2026 | DigitalOcean",
   "published_at": "2025-12-11T09:58:15",
   "engine": "You.com",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "The top Perplexity alternatives worth evaluating include: Google Gemini, ChatGPT, Brave Search, Exa, [You.com](http://You.com), Google Scholar, Elicit, and WolframAlpha.",
    "## What is Perplexity?",
    "#### 5. [You.com](http://You.com) for custom AI agent research workflows",
    "[You.com is an](http://you.com) enterprise search infrastructure, offering a Web Search API, data integration pipelines, and [Private RAG](https://pathway.com/developers/templates/rag/private-rag-ollama-mistral/#what-is-private-rag-and-why-do-you-need-it) to combine web content with an organization\u2019s internal knowledge in a secure environment."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "The top Perplexity alternatives worth evaluating include: Google Gemini, ChatGPT, Brave Search, Exa, [You.com](http://You.com), Google Scholar, Elicit, and WolframAlpha.",
    "## What is Perplexity?",
    "#### 5. [You.com](http://You.com) for custom AI agent research workflows",
    "[You.com is an](http://you.com) enterprise search infrastructure, offering a Web Search API, data integration pipelines, and [Private RAG](https://pathway.com/developers/templates/rag/private-rag-ollama-mistral/#what-is-private-rag-and-why-do-you-need-it) to combine web content with an organization\u2019s internal knowledge in a secure environment."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://digitalocean.com/resources/articles/perplexity-alternatives",
   "title": "8 Top Research-Focused Perplexity Alternatives for 2026 | DigitalOcean",
   "published_at": "2025-12-11T09:58:15",
   "engine": "Google Scholar",
   "launch_year": "2004",
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "The top Perplexity alternatives worth evaluating include: Google Gemini, ChatGPT, Brave Search, Exa, [You.com](http://You.com), Google Scholar, Elicit, and WolframAlpha.",
    "## What is Perplexity?",
    "#### 6. Google Scholar for answering detailed research questions",
    "[Google Scholar](https://scholar.google.com/) is a freely accessible academic search engine launched by Google in November 2004, developed by Anurag Acharya and Alex Verstak."
   ],
   "launch_year_evidence": [
    "The top Perplexity alternatives worth evaluating include: Google Gemini, ChatGPT, Brave Search, Exa, [You.com](http://You.com), Google Scholar, Elicit, and WolframAlpha.",
    "## What is Perplexity?",
    "#### 6. Google Scholar for answering detailed research questions",
    "[Google Scholar](https://scholar.google.com/) is a freely accessible academic search engine launched by Google in November 2004, developed by Anurag Acharya and Alex Verstak."
   ],
   "status_evidence": [
    "The top Perplexity alternatives worth evaluating include: Google Gemini, ChatGPT, Brave Search, Exa, [You.com](http://You.com), Google Scholar, Elicit, and WolframAlpha.",
    "## What is Perplexity?",
    "#### 6. Google Scholar for answering detailed research questions",
    "[Google Scholar](https://scholar.google.com/) is a freely accessible academic search engine launched by Google in November 2004, developed by Anurag Acharya and Alex Verstak."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://digitalocean.com/resources/articles/perplexity-alternatives",
   "title": "8 Top Research-Focused Perplexity Alternatives for 2026 | DigitalOcean",
   "published_at": "2025-12-11T09:58:15",
   "engine": "Elicit",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "The top Perplexity alternatives worth evaluating include: Google Gemini, ChatGPT, Brave Search, Exa, [You.com](http://You.com), Google Scholar, Elicit, and WolframAlpha.",
    "## What is Perplexity?",
    "#### 7. Elicit for academic research",
    "[Elicit](https://elicit.com/) is a research focused AI assistant to help users with academic literature."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "The top Perplexity alternatives worth evaluating include: Google Gemini, ChatGPT, Brave Search, Exa, [You.com](http://You.com), Google Scholar, Elicit, and WolframAlpha.",
    "## What is Perplexity?",
    "#### 7. Elicit for academic research",
    "[Elicit](https://elicit.com/) is a research focused AI assistant to help users with academic literature."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://digitalocean.com/resources/articles/perplexity-alternatives",
   "title": "8 Top Research-Focused Perplexity Alternatives for 2026 | DigitalOcean",
   "published_at": "2025-12-11T09:58:15",
   "engine": "WolframAlpha",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "The top Perplexity alternatives worth evaluating include: Google Gemini, ChatGPT, Brave Search, Exa, [You.com](http://You.com), Google Scholar, Elicit, and WolframAlpha.",
    "## What is Perplexity?",
    "#### 8. WolframAlpha for academic problem solving",
    "[WolframAlpha](https://www.wolframalpha.com/) is a search engine\u2014perhaps most known for mathematics\u2014hat interprets natural-language questions, identifies relevant entities and units, and produces verifiable results, from physics and chemistry to linguistics, food & nutrition, political geography, and engineering."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "The top Perplexity alternatives worth evaluating include: Google Gemini, ChatGPT, Brave Search, Exa, [You.com](http://You.com), Google Scholar, Elicit, and WolframAlpha.",
    "## What is Perplexity?",
    "#### 8. WolframAlpha for academic problem solving",
    "[WolframAlpha](https://www.wolframalpha.com/) is a search engine\u2014perhaps most known for mathematics\u2014hat interprets natural-language questions, identifies relevant entities and units, and produces verifiable results, from physics and chemistry to linguistics, food & nutrition, political geography, and engineering."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://skywork.ai/blog/models/genspark-wikipedia-official-access-features-quick-guide",
   "title": "Genspark Wikipedia: Official Access, Features & Quick Guide, Click to Use! - Skywork",
   "published_at": "2026-04-14T04:01:47",
   "engine": "Genspark",
   "launch_year": "2024",
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "# Genspark Wikipedia: Official Access, Features & Quick Guide, Click to Use!",
    "Genspark is a next-generation AI-powered search engine and comprehensive AI workspace launched in June 2024 by MainFunc, co-founded by Eric Jing and Kay Zhu."
   ],
   "launch_year_evidence": [
    "# Genspark Wikipedia: Official Access, Features & Quick Guide, Click to Use!",
    "Genspark is a next-generation AI-powered search engine and comprehensive AI workspace launched in June 2024 by MainFunc, co-founded by Eric Jing and Kay Zhu."
   ],
   "status_evidence": [
    "# Genspark Wikipedia: Official Access, Features & Quick Guide, Click to Use!",
    "Genspark is a next-generation AI-powered search engine and comprehensive AI workspace launched in June 2024 by MainFunc, co-founded by Eric Jing and Kay Zhu."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://compare-iq-eta.vercel.app/compare/deepseek-vs-mistral-le-chat",
   "title": "DeepSeek vs Le Chat",
   "published_at": null,
   "engine": "Perplexity",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "What to look at next if neither of these products is the right fit.",
    "[**Perplexity**Perplexity is best understood as a research-first AI assistant that combines answer generation with citation-backed search, follow-up questions, and a browsing-centric workflow.](/product/perplexity)"
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://compare-iq-eta.vercel.app/compare/deepseek-vs-mistral-le-chat",
   "title": "DeepSeek vs Le Chat",
   "published_at": null,
   "engine": "You.com",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "What to look at next if neither of these products is the right fit.",
    "[**You.com**You.com is positioned for users and teams that want AI search, synthesis, and enterprise retrieval more than a purely conversational assistant experience.](/product/you-com)"
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://worldreportmonitor.com/article/914708841-spotlight-on-startups-launches-national-aeo-guide-to-close-the-ai-citation-gap",
   "title": "Spotlight on Startups Launches National AEO Guide to Close the AI Citation Gap",
   "published_at": null,
   "engine": "ChatGPT",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "Spotlight on Startups Launches National AEO Guide to Close the AI Citation Gap",
    "Spotlight on Startups shows Orange County founders how to get cited by ChatGPT, Perplexity, and Google AI \u2014 using the AEO Authority Engine and structured media spotlights.",
    "ChatGPT now handles over 2 billion queries daily."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "Spotlight on Startups Launches National AEO Guide to Close the AI Citation Gap",
    "ChatGPT now handles over 2 billion queries daily."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://worldreportmonitor.com/article/914708841-spotlight-on-startups-launches-national-aeo-guide-to-close-the-ai-citation-gap",
   "title": "Spotlight on Startups Launches National AEO Guide to Close the AI Citation Gap",
   "published_at": null,
   "engine": "Perplexity",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "Spotlight on Startups Launches National AEO Guide to Close the AI Citation Gap",
    "Spotlight on Startups shows Orange County founders how to get cited by ChatGPT, Perplexity, and Google AI \u2014 using the AEO Authority Engine and structured media spotlights."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "Spotlight on Startups Launches National AEO Guide to Close the AI Citation Gap",
    "Spotlight on Startups, an Orange County-based media platform dedicated to founder visibility, has published a comprehensive national guide on Answer Engine Optimization (AEO) \u2014 the emerging discipline of structuring brand expertise so AI platforms like ChatGPT, Perplexity, Google AI Mode, and Gemini cite your business when generating answers for buyers."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://worldreportmonitor.com/article/914708841-spotlight-on-startups-launches-national-aeo-guide-to-close-the-ai-citation-gap",
   "title": "Spotlight on Startups Launches National AEO Guide to Close the AI Citation Gap",
   "published_at": null,
   "engine": "Google AI",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "Spotlight on Startups Launches National AEO Guide to Close the AI Citation Gap",
    "Spotlight on Startups shows Orange County founders how to get cited by ChatGPT, Perplexity, and Google AI \u2014 using the AEO Authority Engine and structured media spotlights."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "Spotlight on Startups Launches National AEO Guide to Close the AI Citation Gap",
    "Spotlight on Startups, an Orange County-based media platform dedicated to founder visibility, has published a comprehensive national guide on Answer Engine Optimization (AEO) \u2014 the emerging discipline of structuring brand expertise so AI platforms like ChatGPT, Perplexity, Google AI Mode, and Gemini cite your business when generating answers for buyers."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://worldreportmonitor.com/article/914708841-spotlight-on-startups-launches-national-aeo-guide-to-close-the-ai-citation-gap",
   "title": "Spotlight on Startups Launches National AEO Guide to Close the AI Citation Gap",
   "published_at": null,
   "engine": "Google AI Mode",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "Spotlight on Startups Launches National AEO Guide to Close the AI Citation Gap",
    "Spotlight on Startups, an Orange County-based media platform dedicated to founder visibility, has published a comprehensive national guide on Answer Engine Optimization (AEO) \u2014 the emerging discipline of structuring brand expertise so AI platforms like ChatGPT, Perplexity, Google AI Mode, and Gemini cite your business when generating answers for buyers."
   ],
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   "status_evidence": [
    "Spotlight on Startups Launches National AEO Guide to Close the AI Citation Gap",
    "Spotlight on Startups, an Orange County-based media platform dedicated to founder visibility, has published a comprehensive national guide on Answer Engine Optimization (AEO) \u2014 the emerging discipline of structuring brand expertise so AI platforms like ChatGPT, Perplexity, Google AI Mode, and Gemini cite your business when generating answers for buyers."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://worldreportmonitor.com/article/914708841-spotlight-on-startups-launches-national-aeo-guide-to-close-the-ai-citation-gap",
   "title": "Spotlight on Startups Launches National AEO Guide to Close the AI Citation Gap",
   "published_at": null,
   "engine": "Gemini",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "Spotlight on Startups Launches National AEO Guide to Close the AI Citation Gap",
    "Spotlight on Startups, an Orange County-based media platform dedicated to founder visibility, has published a comprehensive national guide on Answer Engine Optimization (AEO) \u2014 the emerging discipline of structuring brand expertise so AI platforms like ChatGPT, Perplexity, Google AI Mode, and Gemini cite your business when generating answers for buyers."
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   "status_evidence": [
    "Spotlight on Startups Launches National AEO Guide to Close the AI Citation Gap",
    "Spotlight on Startups, an Orange County-based media platform dedicated to founder visibility, has published a comprehensive national guide on Answer Engine Optimization (AEO) \u2014 the emerging discipline of structuring brand expertise so AI platforms like ChatGPT, Perplexity, Google AI Mode, and Gemini cite your business when generating answers for buyers."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://github.com/brave/brave-search-skills/wiki/Evaluation-of-major-AI-powered-answer-engines",
   "title": "Evaluation of major AI powered answer engines",
   "published_at": null,
   "engine": "ChatGPT",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "On November 30, 2025, we evaluated answers from the top 5 AI-powered answer engines: **ChatGPT**, **Perplexity**, **Google AI Mode**, **Grok**, and **[Ask Brave](https://ask.brave.com)** \u2015 using state-of-the-art Large Language Models (LLMs) as judges.",
    "Search team @Brave Feb, 2026"
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "On November 30, 2025, we evaluated answers from the top 5 AI-powered answer engines: **ChatGPT**, **Perplexity**, **Google AI Mode**, **Grok**, and **[Ask Brave](https://ask.brave.com)** \u2015 using state-of-the-art Large Language Models (LLMs) as judges.",
    "Search team @Brave Feb, 2026"
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://github.com/brave/brave-search-skills/wiki/Evaluation-of-major-AI-powered-answer-engines",
   "title": "Evaluation of major AI powered answer engines",
   "published_at": null,
   "engine": "Perplexity",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "On November 30, 2025, we evaluated answers from the top 5 AI-powered answer engines: **ChatGPT**, **Perplexity**, **Google AI Mode**, **Grok**, and **[Ask Brave](https://ask.brave.com)** \u2015 using state-of-the-art Large Language Models (LLMs) as judges.",
    "Search team @Brave Feb, 2026"
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "On November 30, 2025, we evaluated answers from the top 5 AI-powered answer engines: **ChatGPT**, **Perplexity**, **Google AI Mode**, **Grok**, and **[Ask Brave](https://ask.brave.com)** \u2015 using state-of-the-art Large Language Models (LLMs) as judges.",
    "Search team @Brave Feb, 2026"
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://github.com/brave/brave-search-skills/wiki/Evaluation-of-major-AI-powered-answer-engines",
   "title": "Evaluation of major AI powered answer engines",
   "published_at": null,
   "engine": "Google AI Mode",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "On November 30, 2025, we evaluated answers from the top 5 AI-powered answer engines: **ChatGPT**, **Perplexity**, **Google AI Mode**, **Grok**, and **[Ask Brave](https://ask.brave.com)** \u2015 using state-of-the-art Large Language Models (LLMs) as judges.",
    "Search team @Brave Feb, 2026"
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "On November 30, 2025, we evaluated answers from the top 5 AI-powered answer engines: **ChatGPT**, **Perplexity**, **Google AI Mode**, **Grok**, and **[Ask Brave](https://ask.brave.com)** \u2015 using state-of-the-art Large Language Models (LLMs) as judges.",
    "Search team @Brave Feb, 2026"
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://github.com/brave/brave-search-skills/wiki/Evaluation-of-major-AI-powered-answer-engines",
   "title": "Evaluation of major AI powered answer engines",
   "published_at": null,
   "engine": "Grok",
   "launch_year": null,
   "status": "active",
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   "category": null,
   "engine_evidence": [
    "On November 30, 2025, we evaluated answers from the top 5 AI-powered answer engines: **ChatGPT**, **Perplexity**, **Google AI Mode**, **Grok**, and **[Ask Brave](https://ask.brave.com)** \u2015 using state-of-the-art Large Language Models (LLMs) as judges.",
    "Search team @Brave Feb, 2026"
   ],
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   "status_evidence": [
    "On November 30, 2025, we evaluated answers from the top 5 AI-powered answer engines: **ChatGPT**, **Perplexity**, **Google AI Mode**, **Grok**, and **[Ask Brave](https://ask.brave.com)** \u2015 using state-of-the-art Large Language Models (LLMs) as judges.",
    "Search team @Brave Feb, 2026"
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://github.com/brave/brave-search-skills/wiki/Evaluation-of-major-AI-powered-answer-engines",
   "title": "Evaluation of major AI powered answer engines",
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   "engine": "Ask Brave",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "On November 30, 2025, we evaluated answers from the top 5 AI-powered answer engines: **ChatGPT**, **Perplexity**, **Google AI Mode**, **Grok**, and **[Ask Brave](https://ask.brave.com)** \u2015 using state-of-the-art Large Language Models (LLMs) as judges.",
    "Search team @Brave Feb, 2026"
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "On November 30, 2025, we evaluated answers from the top 5 AI-powered answer engines: **ChatGPT**, **Perplexity**, **Google AI Mode**, **Grok**, and **[Ask Brave](https://ask.brave.com)** \u2015 using state-of-the-art Large Language Models (LLMs) as judges.",
    "Search team @Brave Feb, 2026"
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://nativeai.agency/hub/companies/perplexity",
   "title": "AI Search, Computer Agent Platform, Comet Browser, and Sonar API",
   "published_at": null,
   "engine": "Perplexity",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "# Perplexity",
    "Perplexity's product lineup includes Perplexity (the core AI search engine available on web, iOS, and Android), Perplexity Computer (a multi model agentic platform that executes entire workflows autonomously using 19 AI models, launched February 2026), Comet (an AI native web browser that integrates Perplexity search directly into the browsing experience), and the Sonar API (a developer platform for building search powered AI applications)."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "# Perplexity",
    "Perplexity's product lineup includes Perplexity (the core AI search engine available on web, iOS, and Android), Perplexity Computer (a multi model agentic platform that executes entire workflows autonomously using 19 AI models, launched February 2026), Comet (an AI native web browser that integrates Perplexity search directly into the browsing experience), and the Sonar API (a developer platform for building search powered AI applications)."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://felo.ai/blog/tags/ai-search/page/3",
   "title": "67 posts tagged with \"AI search\" | Felo Search Blog",
   "published_at": "2024-10-10T08:16:42",
   "engine": "Felo AI Search",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "# 67 posts tagged with \"AI search\"",
    "Felo AI Search, a new AI-powered search engine from Felo Inc., offers a compelling alternative to Google Search."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "# 67 posts tagged with \"AI search\"",
    "The key features of Felo AI Search and explore how it can transform the way you access and manage information.The features of Felo AI search are continuously increasing."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://felo.ai/blog/tags/ai-search/page/3",
   "title": "67 posts tagged with \"AI search\" | Felo Search Blog",
   "published_at": "2024-10-10T08:16:42",
   "engine": "GenSpark",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "# 67 posts tagged with \"AI search\"",
    "This article compares Felo AI Search, GenSpark, and Perplexity, highlighting Felo's unique cross-language capabilities."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "# 67 posts tagged with \"AI search\"",
    "This article compares Felo AI Search, GenSpark, and Perplexity, highlighting Felo's unique cross-language capabilities."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://felo.ai/blog/tags/ai-search/page/3",
   "title": "67 posts tagged with \"AI search\" | Felo Search Blog",
   "published_at": "2024-10-10T08:16:42",
   "engine": "Perplexity",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "# 67 posts tagged with \"AI search\"",
    "This article compares Felo AI Search, GenSpark, and Perplexity, highlighting Felo's unique cross-language capabilities."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "# 67 posts tagged with \"AI search\"",
    "This article compares Felo AI Search, GenSpark, and Perplexity, highlighting Felo's unique cross-language capabilities."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://felo.ai/blog/tags/ai-search/page/3",
   "title": "67 posts tagged with \"AI search\" | Felo Search Blog",
   "published_at": "2024-10-10T08:16:42",
   "engine": "Brave Search",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "# 67 posts tagged with \"AI search\"",
    "This blog post offers a comprehensive comparison between Felo AI Search and Brave Search, emphasizing the advantages of Felo AI Search."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "# 67 posts tagged with \"AI search\"",
    "This blog post offers a comprehensive comparison between Felo AI Search and Brave Search, emphasizing the advantages of Felo AI Search."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://botmonster.com/ai/ai-web-search-backends-who-owns-who-rents",
   "title": "AI Web Search Backends: Who Owns, Who Rents",
   "published_at": "2026-05-11T00:00:00",
   "engine": "ChatGPT Search",
   "launch_year": "2024",
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "AI Web Search Backends: Who Owns, Who Rents",
    "## ChatGPT Runs on Bing, OAI-SearchBot, and Publisher Licensing",
    "In October 2024, OpenAI replaced that mode with [ChatGPT Search](https://openai.com/index/introducing-chatgpt-search/) , saying it used \u201cthird-party search providers\u201d without naming them."
   ],
   "launch_year_evidence": [
    "AI Web Search Backends: Who Owns, Who Rents",
    "## ChatGPT Runs on Bing, OAI-SearchBot, and Publisher Licensing",
    "In October 2024, OpenAI replaced that mode with [ChatGPT Search](https://openai.com/index/introducing-chatgpt-search/) , saying it used \u201cthird-party search providers\u201d without naming them."
   ],
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://botmonster.com/ai/ai-web-search-backends-who-owns-who-rents",
   "title": "AI Web Search Backends: Who Owns, Who Rents",
   "published_at": "2026-05-11T00:00:00",
   "engine": "Claude",
   "launch_year": "2025",
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "AI Web Search Backends: Who Owns, Who Rents",
    "## Claude and Mistral Le Chat Both Run on Brave Search",
    "Anthropic launched Claude web search on March 20, 2025."
   ],
   "launch_year_evidence": [
    "AI Web Search Backends: Who Owns, Who Rents",
    "## Claude and Mistral Le Chat Both Run on Brave Search",
    "Anthropic launched Claude web search on March 20, 2025."
   ],
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://botmonster.com/ai/ai-web-search-backends-who-owns-who-rents",
   "title": "AI Web Search Backends: Who Owns, Who Rents",
   "published_at": "2026-05-11T00:00:00",
   "engine": "Mistral Le Chat",
   "launch_year": "2025",
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "AI Web Search Backends: Who Owns, Who Rents",
    "## Claude and Mistral Le Chat Both Run on Brave Search",
    "Mistral Le Chat is the officially confirmed half of the Brave story."
   ],
   "launch_year_evidence": [
    "AI Web Search Backends: Who Owns, Who Rents",
    "## Claude and Mistral Le Chat Both Run on Brave Search",
    "Mistral\u2019s [Le Chat product runs Brave-powered search](https://www.testingcatalog.com/mistral-ai-tests-brave-powered-search-and-image-generation/) , a link made public in February 2025 alongside the Black Forest Labs image partnership."
   ],
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://admin365.blog/2026/08/06/why-use-duckduckgo-2026-search-browser-guide",
   "title": "Why You Must Use DuckDuckGo in 2026 \u2014 Search & Browser Guide - Admin365.Blog",
   "published_at": "2026-08-06T23:46:00",
   "engine": "Search Assist",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "# Why You Must Use DuckDuckGo in 2026 \u2014 Search & Browser Guide",
    "## 3. Control or Disable AI Summaries",
    "DuckDuckGo\u2019s equivalent is called **Search Assist** (formerly Duck Assist)."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "# Why You Must Use DuckDuckGo in 2026 \u2014 Search & Browser Guide",
    "## 3. Control or Disable AI Summaries",
    "Every major search engine now adds AI-generated summaries above search results."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://admin365.blog/2026/08/06/why-use-duckduckgo-2026-search-browser-guide",
   "title": "Why You Must Use DuckDuckGo in 2026 \u2014 Search & Browser Guide - Admin365.Blog",
   "published_at": "2026-08-06T23:46:00",
   "engine": "No-AI",
   "launch_year": "2026",
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "# Why You Must Use DuckDuckGo in 2026 \u2014 Search & Browser Guide",
    "## 4. Search the Web Without Any AI",
    "In May 2026, DuckDuckGo launched a **No-AI version** of its search engine for people who don\u2019t want AI features at all."
   ],
   "launch_year_evidence": [
    "# Why You Must Use DuckDuckGo in 2026 \u2014 Search & Browser Guide",
    "## 4. Search the Web Without Any AI",
    "In May 2026, DuckDuckGo launched a **No-AI version** of its search engine for people who don\u2019t want AI features at all."
   ],
   "status_evidence": [
    "# Why You Must Use DuckDuckGo in 2026 \u2014 Search & Browser Guide",
    "## 4. Search the Web Without Any AI",
    "In May 2026, DuckDuckGo launched a **No-AI version** of its search engine for people who don\u2019t want AI features at all."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://usagepricing.com/blueprint/genspark",
   "title": "Genspark Pricing",
   "published_at": "2026-06-02T00:00:00",
   "engine": "Genspark",
   "launch_year": "2024",
   "status": "retired",
   "region": null,
   "category": null,
   "engine_evidence": [
    "Pricing summary",
    "Genspark 2026 \u2014 credit-based plans + per-seat Team & Enterprise",
    "It launched on **June 18, 2024 as a free, no-signup AI search engine** that generated custom \u201cSparkpages,\u201d raising a $60M seed the same day (led by Lanchi Ventures, $260M valuation)."
   ],
   "launch_year_evidence": [
    "Pricing summary",
    "Genspark 2026 \u2014 credit-based plans + per-seat Team & Enterprise",
    "It launched on **June 18, 2024 as a free, no-signup AI search engine** that generated custom \u201cSparkpages,\u201d raising a $60M seed the same day (led by Lanchi Ventures, $260M valuation)."
   ],
   "status_evidence": [
    "Pricing summary",
    "Genspark 2026 \u2014 credit-based plans + per-seat Team & Enterprise",
    "In **April 2025 it pivoted hard**, launching the autonomous **Super Agent** and effectively killing the standalone search product \u2014 a move that hit $10M ARR in nine days."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://isp.today/duckduckgo-ai-chat",
   "title": "DuckDuckGo\u2019s New AI Chat Melds Search & Conversation",
   "published_at": "2026-04-18T06:32:45",
   "engine": "Duck.ai",
   "launch_year": "2026",
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "Summary",
    "## Duck.ai rollout and what it changes for search queries and chatbot use",
    "**DuckDuckGo** has taken a decisive step in 2026 by moving its conversational search experience out of beta: the company announced that **Duck.ai**, its AI chat interface, is now broadly available and more tightly woven into the **search interface**."
   ],
   "launch_year_evidence": [
    "Summary",
    "## Duck.ai rollout and what it changes for search queries and chatbot use",
    "**DuckDuckGo** has taken a decisive step in 2026 by moving its conversational search experience out of beta: the company announced that **Duck.ai**, its AI chat interface, is now broadly available and more tightly woven into the **search interface**."
   ],
   "status_evidence": [
    "Summary",
    "## Duck.ai rollout and what it changes for search queries and chatbot use",
    "**DuckDuckGo** has taken a decisive step in 2026 by moving its conversational search experience out of beta: the company announced that **Duck.ai**, its AI chat interface, is now broadly available and more tightly woven into the **search interface**."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://beam.ai/agentic-insights/ai-browsers-are-here-comet-dia-and-the-coming-battle-for-the-web",
   "title": "AI Browsers: Comet, Dia, and the Coming Battle for the Web",
   "published_at": "2025-07-14T13:21:04",
   "engine": "Perplexity",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "AI Browsers Are Here: Comet, Dia, And the Coming Battle for the Web",
    "Perplexity started out as an AI-powered search engine."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "AI Browsers Are Here: Comet, Dia, And the Coming Battle for the Web",
    "Perplexity started out as an AI-powered search engine."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://triaza.com/blog/seo/google-ai-mode-traffic-impact",
   "title": "AI Mode, One Year On: What Google's Search Shift Actually Did to Your Traffic",
   "published_at": "2026-07-10T19:00:00",
   "engine": "AI Mode",
   "launch_year": "2025",
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "AI Mode, One Year On: What Google's Search Shift Actually Did to Your Traffic",
    "The turning point was Google I/O on May 20, 2025."
   ],
   "launch_year_evidence": [
    "AI Mode, One Year On: What Google's Search Shift Actually Did to Your Traffic",
    "The turning point was Google I/O on May 20, 2025."
   ],
   "status_evidence": [
    "AI Mode, One Year On: What Google's Search Shift Actually Did to Your Traffic",
    "And at [I/O 2026 on May 19](https://blog.google/products-and-platforms/products/search/search-io-2026/), Google said AI Mode had passed one billion monthly users, with queries more than doubling every quarter since launch."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://diaryofatoken.com/en/article/google-ai-mode-search",
   "title": "Google launches AI Mode in Search, a conversational layer over results",
   "published_at": "2025-03-25T18:00:00",
   "engine": "AI Mode",
   "launch_year": "2025",
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "**Retrospective reconstruction** \u00b7 Written on May 11, 2026 about events on March 25, 2025",
    "Google launches AI Mode in Search, a conversational layer over results",
    "Google began rolling out AI Mode in its search engine on March 25, 2025, a feature that integrates Gemini-generated responses directly into the main search interface [1]."
   ],
   "launch_year_evidence": [
    "**Retrospective reconstruction** \u00b7 Written on May 11, 2026 about events on March 25, 2025",
    "Google launches AI Mode in Search, a conversational layer over results",
    "Google began rolling out AI Mode in its search engine on March 25, 2025, a feature that integrates Gemini-generated responses directly into the main search interface [1]."
   ],
   "status_evidence": [
    "**Retrospective reconstruction** \u00b7 Written on May 11, 2026 about events on March 25, 2025",
    "Google launches AI Mode in Search, a conversational layer over results",
    "Google began rolling out AI Mode in its search engine on March 25, 2025, a feature that integrates Gemini-generated responses directly into the main search interface [1]."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://siliconvalleyinvestclub.com/pt/companies/genspark",
   "title": "Genspark AI",
   "published_at": null,
   "engine": "Genspark",
   "launch_year": "2024",
   "status": "pivoted",
   "region": null,
   "category": null,
   "engine_evidence": [
    "Companies Data \u00b7 Company profile",
    "# Genspark AI",
    "The company launched in June 2024 as an AI-powered search engine, then pivoted in April 2025 to become a full-scope agentic AI workspace with its \u201cSuper Agent\u201d product."
   ],
   "launch_year_evidence": [
    "Companies Data \u00b7 Company profile",
    "# Genspark AI",
    "The company launched in June 2024 as an AI-powered search engine, then pivoted in April 2025 to become a full-scope agentic AI workspace with its \u201cSuper Agent\u201d product."
   ],
   "status_evidence": [
    "Companies Data \u00b7 Company profile",
    "# Genspark AI",
    "The company launched in June 2024 as an AI-powered search engine, then pivoted in April 2025 to become a full-scope agentic AI workspace with its \u201cSuper Agent\u201d product."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://pcmag.com/comparisons/duckduckgo-vs-google-one-dominates-one-offers-escape-from-ai-overload?:~:text=Google%20Search_-Google%27s%20sheer%20number&text=That%20said_%20DuckDuckGo%20has%20a_also%20unquestionably%20the%20better%20option.",
   "title": "DuckDuckGo vs. Google: One Dominates, But the Other Offers an Escape from AI Overload",
   "published_at": "2026-05-28T12:46:05",
   "engine": "Google Search",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "DuckDuckGo vs. Google: One Dominates, But the Other Offers an Escape from AI Overload",
    "Google Search Bottom Line",
    "Google, one of the most AI-centric and full-featured web search engine around, is fast, performs reliably, and works seamlessly with all of the company\u2019s other services."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "DuckDuckGo vs. Google: One Dominates, But the Other Offers an Escape from AI Overload",
    "Google Search Bottom Line",
    "Google, one of the most AI-centric and full-featured web search engine around, is fast, performs reliably, and works seamlessly with all of the company\u2019s other services."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://pcmag.com/comparisons/duckduckgo-vs-google-one-dominates-one-offers-escape-from-ai-overload?:~:text=Google%20Search_-Google%27s%20sheer%20number&text=That%20said_%20DuckDuckGo%20has%20a_also%20unquestionably%20the%20better%20option.",
   "title": "DuckDuckGo vs. Google: One Dominates, But the Other Offers an Escape from AI Overload",
   "published_at": "2026-05-28T12:46:05",
   "engine": "DuckDuckGo",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "DuckDuckGo vs. Google: One Dominates, But the Other Offers an Escape from AI Overload",
    "DuckDuckGo Bottom Line",
    "If you\u2019re looking for a capable web search engine that prioritizes AI controls and privacy, DuckDuckGo offers a decent set of features in a customizable interface."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "DuckDuckGo vs. Google: One Dominates, But the Other Offers an Escape from AI Overload",
    "DuckDuckGo Bottom Line",
    "If you\u2019re looking for a capable web search engine that prioritizes AI controls and privacy, DuckDuckGo offers a decent set of features in a customizable interface."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://htx.com/feed/community/1825101",
   "title": "Neeva, co-founded by a former Google exec, to shut down its consumer search product and focus on A.I",
   "published_at": null,
   "engine": "Neeva",
   "launch_year": null,
   "status": "discontinued",
   "region": null,
   "category": null,
   "engine_evidence": [
    "# Neeva, co-founded by a former Google exec, to shut down its consumer search product and focus on A.I",
    "Neeva, the privacy-focused search company co-founded by former Google executive Sridhar Ramaswamy, announced Saturday that it is shutting down its consumer search engine and will focus on exploring use cases for artificial intelligence."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "# Neeva, co-founded by a former Google exec, to shut down its consumer search product and focus on A.I",
    "Neeva, the privacy-focused search company co-founded by former Google executive Sridhar Ramaswamy, announced Saturday that it is shutting down its consumer search engine and will focus on exploring use cases for artificial intelligence."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://archyde.com/google-searchs-ai-mode-gets-upgraded-what-to-expect-after-may-19-update",
   "title": "Google Search's AI Mode Gets Upgraded: What to Expect After May 19 Update \u2013 Archyde",
   "published_at": "2026-05-21T11:28:07",
   "engine": "Google AI Mode",
   "launch_year": "2026",
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "Google\u2019s Search AI just crossed a threshold: this week\u2019s rollout of its overhauled AI Mode isn\u2019t just another tweak\u2014it\u2019s a full-spectrum rewrite of how the search engine\u2019s neural pipeline processes queries, ranks results, and even generates synthetic responses."
   ],
   "launch_year_evidence": [
    "*Source: Internal tests using the [TREC Deep Learning Track](https://github.com/google-research-datasets/trec-deep-learning-track) dataset (2026 Q1). Hallucination rate measured via [FactCC](https://arxiv.org/abs/2302.00086) validation.*",
    "Google Gemini\u2019s New Updates are INSANE! (Google I/O 2026 Announcements)"
   ],
   "status_evidence": [
    "Google\u2019s Search AI just crossed a threshold: this week\u2019s rollout of its overhauled AI Mode isn\u2019t just another tweak\u2014it\u2019s a full-spectrum rewrite of how the search engine\u2019s neural pipeline processes queries, ranks results, and even generates synthetic responses."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://ignaite.app/compare/brave-search-api-vs-kagi",
   "title": "Brave Search API vs Kagi \u2014 Ignaite",
   "published_at": "2026-06-08T00:00:00",
   "engine": "Kagi",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "A side-by-side comparison of Brave Search API and Kagi, two Search tools, drawn from Ignaite's continuously-verified listings.",
    "## Kagi",
    "Paid, ad-free search engine with a built-in multi-model AI assistant."
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://parse.gl/rankings/semantic-search/ai-research-and-writing-assistants",
   "title": "Best AI Research and Writing Assistants, According to ChatGPT & Google AI | Parse",
   "published_at": null,
   "engine": "Perplexity",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "Best AI research and writing assistants, according to AI",
    "Top 100 of 1,359 brands by share of voice across 4,695 analyzed responses.",
    "| 5 | [![Perplexity logo](/_next/image?url=https%3A%2F%2Fimages.parse.gl%2Fmasterbrand%2F2b644370-8753-4ff5-8d3b-46e29d8df35a%2Flogo&w=48&q=75)Perplexity](/brands/perplexity-ai) | The dominant recommendation for an AI search engine with verifiable source citations. | 14.4% |"
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  {
   "url": "https://parse.gl/rankings/semantic-search/ai-research-and-writing-assistants",
   "title": "Best AI Research and Writing Assistants, According to ChatGPT & Google AI | Parse",
   "published_at": null,
   "engine": "Consensus",
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    "Top 100 of 1,359 brands by share of voice across 4,695 analyzed responses.",
    "| 7 | [![Consensus logo](/_next/image?url=https%3A%2F%2Fimages.parse.gl%2Fmasterbrand%2F221d87f0-ed43-4203-bd04-02745f6f42dd%2Flogo&w=48&q=75)Consensus](/brands/consensus-app) | A specialized search engine for finding evidence across scientific papers. | 12.2% |"
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  {
   "url": "https://linkedin.com/company/iask-ai",
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   "engine": "iAsk",
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   "status": "active",
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   "engine_evidence": [
    "## About us",
    "iAsk is an AI search engine that delivers the fastest and most accurate responses in seconds, making it an attractive option for users looking for a more intuitive and user-friendly search experience."
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   "status_evidence": [
    "## About us",
    "iAsk is an AI search engine that delivers the fastest and most accurate responses in seconds, making it an attractive option for users looking for a more intuitive and user-friendly search experience."
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   "category_evidence": null
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  {
   "url": "https://htx.com/feed/news/599634",
   "title": "Neeva (search engine with a privacy and AI focus) is shutting down",
   "published_at": null,
   "engine": "Neeva",
   "launch_year": null,
   "status": "shutting down",
   "region": null,
   "category": null,
   "engine_evidence": [
    "## Neeva (search engine with a privacy and AI focus) is shutting down",
    "Neeva, a search engine that aimed to provide users with a private and ad-free experience, has announced that it will be shutting down its consumer search product due to difficulties in acquiring users."
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   "status_evidence": [
    "## Neeva (search engine with a privacy and AI focus) is shutting down",
    "Neeva, a search engine that aimed to provide users with a private and ad-free experience, has announced that it will be shutting down its consumer search product due to difficulties in acquiring users."
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  },
  {
   "url": "https://buaq.net/go-421850.html",
   "title": "Zero-Click IP Leak in a Privacy Search Engine: Indirect Prompt Injection & Silent Patching",
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   "engine": "Kagi Search",
   "launch_year": null,
   "status": "active",
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   "category": null,
   "engine_evidence": [
    "Zero-Click IP Leak in a Privacy Search Engine: Indirect Prompt Injection & Silent Patching",
    "Kagi Search has built a solid and highly respected reputation on one main promise: absolute user privacy."
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   "status_evidence": [
    "Zero-Click IP Leak in a Privacy Search Engine: Indirect Prompt Injection & Silent Patching",
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  },
  {
   "url": "https://dev.to/tonywangca/best-web-search-apis-for-ai-agents-in-2026-42jf",
   "title": "Best Web Search APIs for AI Agents in 2026",
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   "engine": "Perplexity Sonar",
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    "The best web search APIs for AI agents in 2026",
    "| **Perplexity Sonar** | Answer engine | A cited, model-written answer | Community | \u2014 | ~$5\u201312 + tokens | One-call cited answers |"
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   "url": "https://theconsumernewsnetwork.com/article/914708841-spotlight-on-startups-launches-national-aeo-guide-to-close-the-ai-citation-gap",
   "title": "Spotlight on Startups Launches National AEO Guide to Close the AI Citation Gap",
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   "engine": "ChatGPT",
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    "Spotlight on Startups Launches National AEO Guide to Close the AI Citation Gap",
    "Spotlight on Startups shows Orange County founders how to get cited by ChatGPT, Perplexity, and Google AI \u2014 using the AEO Authority Engine and structured media spotlights."
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  {
   "url": "https://theconsumernewsnetwork.com/article/914708841-spotlight-on-startups-launches-national-aeo-guide-to-close-the-ai-citation-gap",
   "title": "Spotlight on Startups Launches National AEO Guide to Close the AI Citation Gap",
   "published_at": null,
   "engine": "Perplexity",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "Spotlight on Startups Launches National AEO Guide to Close the AI Citation Gap",
    "Spotlight on Startups shows Orange County founders how to get cited by ChatGPT, Perplexity, and Google AI \u2014 using the AEO Authority Engine and structured media spotlights."
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
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  {
   "url": "https://akselera.tech/en/insights/guides/ai-search-landscape",
   "title": "AI Search Landscape 2026: Complete Market Overview",
   "published_at": "2025-11-29T17:41:06",
   "engine": "ChatGPT Search",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
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    "AI Search Landscape 2026: Complete Market Overview",
    "**Key Players**: ChatGPT Search, Perplexity AI, Claude (with web search), Google Gemini",
    "**Products**: ChatGPT Search, ChatGPT Shopping Research"
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   "launch_year_evidence": null,
   "status_evidence": [
    "AI Search Landscape 2026: Complete Market Overview",
    "**Key Players**: ChatGPT Search, Perplexity AI, Claude (with web search), Google Gemini",
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   "category_evidence": null
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  {
   "url": "https://akselera.tech/en/insights/guides/ai-search-landscape",
   "title": "AI Search Landscape 2026: Complete Market Overview",
   "published_at": "2025-11-29T17:41:06",
   "engine": "Perplexity AI",
   "launch_year": null,
   "status": "active",
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   "category": null,
   "engine_evidence": [
    "AI Search Landscape 2026: Complete Market Overview",
    "**Key Players**: ChatGPT Search, Perplexity AI, Claude (with web search), Google Gemini",
    "**Products**: Perplexity Search, Perplexity Pro"
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "AI Search Landscape 2026: Complete Market Overview",
    "**Key Players**: ChatGPT Search, Perplexity AI, Claude (with web search), Google Gemini",
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   "category_evidence": null
  },
  {
   "url": "https://akselera.tech/en/insights/guides/ai-search-landscape",
   "title": "AI Search Landscape 2026: Complete Market Overview",
   "published_at": "2025-11-29T17:41:06",
   "engine": "Claude",
   "launch_year": "2026",
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "AI Search Landscape 2026: Complete Market Overview",
    "**Key Players**: ChatGPT Search, Perplexity AI, Claude (with web search), Google Gemini",
    "**Products**: Claude with Web Search, Claude 4, Claude Opus 4.5"
   ],
   "launch_year_evidence": [
    "AI Search Landscape 2026: Complete Market Overview",
    "Web Search launch globally (May 2026)"
   ],
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    "AI Search Landscape 2026: Complete Market Overview",
    "**Key Players**: ChatGPT Search, Perplexity AI, Claude (with web search), Google Gemini",
    "**Products**: Claude with Web Search, Claude 4, Claude Opus 4.5"
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://akselera.tech/en/insights/guides/ai-search-landscape",
   "title": "AI Search Landscape 2026: Complete Market Overview",
   "published_at": "2025-11-29T17:41:06",
   "engine": "Google Gemini",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
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    "AI Search Landscape 2026: Complete Market Overview",
    "**Key Players**: ChatGPT Search, Perplexity AI, Claude (with web search), Google Gemini",
    "**Products**: AI Overviews, AI Mode, Gemini, Search Generative Experience"
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   "status_evidence": [
    "AI Search Landscape 2026: Complete Market Overview",
    "**Key Players**: ChatGPT Search, Perplexity AI, Claude (with web search), Google Gemini",
    "**Products**: AI Overviews, AI Mode, Gemini, Search Generative Experience"
   ],
   "region_evidence": null,
   "category_evidence": null
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  {
   "url": "https://akselera.tech/en/insights/guides/ai-search-landscape",
   "title": "AI Search Landscape 2026: Complete Market Overview",
   "published_at": "2025-11-29T17:41:06",
   "engine": "Google AI Overviews",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "AI Search Landscape 2026: Complete Market Overview",
    "**Key Players**: Google AI Overviews, Bing Copilot integration",
    "**Products**: AI Overviews, AI Mode, Gemini, Search Generative Experience"
   ],
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   "status_evidence": [
    "AI Search Landscape 2026: Complete Market Overview",
    "**Key Players**: Google AI Overviews, Bing Copilot integration",
    "**Products**: AI Overviews, AI Mode, Gemini, Search Generative Experience"
   ],
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   "category_evidence": null
  },
  {
   "url": "https://akselera.tech/en/insights/guides/ai-search-landscape",
   "title": "AI Search Landscape 2026: Complete Market Overview",
   "published_at": "2025-11-29T17:41:06",
   "engine": "Bing Copilot",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "AI Search Landscape 2026: Complete Market Overview",
    "**Key Players**: Google AI Overviews, Bing Copilot integration",
    "**Products**: Bing AI, Copilot, Edge Sidebar, Microsoft 365 Copilot"
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "AI Search Landscape 2026: Complete Market Overview",
    "**Key Players**: Google AI Overviews, Bing Copilot integration",
    "**Products**: Bing AI, Copilot, Edge Sidebar, Microsoft 365 Copilot"
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   "region_evidence": null,
   "category_evidence": null
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  {
   "url": "https://williamspurlock.com/blog/chatgpt-search-launch-google-challenger",
   "title": "ChatGPT Search Launch: Google's First Real Competitor",
   "published_at": "2024-10-31T00:00:00",
   "engine": "ChatGPT Search",
   "launch_year": "2024",
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "# ChatGPT Search Is Live: The First Real Google Challenger in Two Decades #",
    "OpenAI launches ChatGPT Search today\u2014October 31, 2024\u2014giving ChatGPT real-time web access with inline source citations, conversational follow-ups that preserve context, and a clean, ad-free interface that feels like what Google Search should have become."
   ],
   "launch_year_evidence": [
    "OpenAI launches ChatGPT Search today\u2014October 31, 2024\u2014giving ChatGPT real-time web access with inline source citations, conversational follow-ups that preserve context, and a clean, ad-free interface that feels like what Google Search should have become.",
    "# ChatGPT Search Is Live: The First Real Google Challenger in Two Decades #"
   ],
   "status_evidence": [
    "# ChatGPT Search Is Live: The First Real Google Challenger in Two Decades #",
    "OpenAI launches ChatGPT Search today\u2014October 31, 2024\u2014giving ChatGPT real-time web access with inline source citations, conversational follow-ups that preserve context, and a clean, ad-free interface that feels like what Google Search should have become."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://woska.space/blog/perplexity-review-2026",
   "title": "Perplexity Review 2026: Is Pro (and Comet) Worth It?",
   "published_at": "2026-08-02T00:00:00",
   "engine": "Perplexity",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "Productivity\n\n# Perplexity Review 2026: Is Pro (and Comet) Worth It?",
    "Perplexity Pro is worth $20/month if your work depends on cited, verifiable answers pulled from the live web \u2014 ChatGPT remains the better all-round assistant, and You.com the more customizable alternative.",
    "| Perplexity | Free, Pro $20/mo | cited web search | Research needing verifiable sources |"
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "Productivity\n\n# Perplexity Review 2026: Is Pro (and Comet) Worth It?",
    "Perplexity Pro is worth $20/month if your work depends on cited, verifiable answers pulled from the live web \u2014 ChatGPT remains the better all-round assistant, and You.com the more customizable alternative.",
    "Perplexity answers questions by searching the live web and citing its sources inline, rather than answering purely from training data."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://woska.space/blog/perplexity-review-2026",
   "title": "Perplexity Review 2026: Is Pro (and Comet) Worth It?",
   "published_at": "2026-08-02T00:00:00",
   "engine": "ChatGPT",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "Productivity\n\n# Perplexity Review 2026: Is Pro (and Comet) Worth It?",
    "Perplexity Pro is worth $20/month if your work depends on cited, verifiable answers pulled from the live web \u2014 ChatGPT remains the better all-round assistant, and You.com the more customizable alternative.",
    "| ChatGPT | Free, Plus $20/mo | general-purpose assistant | Writing, coding, brainstorming |"
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "Productivity\n\n# Perplexity Review 2026: Is Pro (and Comet) Worth It?",
    "Perplexity Pro is worth $20/month if your work depends on cited, verifiable answers pulled from the live web \u2014 ChatGPT remains the better all-round assistant, and You.com the more customizable alternative.",
    "**ChatGPT** remains the stronger all-round assistant for writing, coding help, and brainstorming, with broader ecosystem integrations."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://woska.space/blog/perplexity-review-2026",
   "title": "Perplexity Review 2026: Is Pro (and Comet) Worth It?",
   "published_at": "2026-08-02T00:00:00",
   "engine": "You.com",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "Productivity\n\n# Perplexity Review 2026: Is Pro (and Comet) Worth It?",
    "Perplexity Pro is worth $20/month if your work depends on cited, verifiable answers pulled from the live web \u2014 ChatGPT remains the better all-round assistant, and You.com the more customizable alternative.",
    "| You.com | Free, Pro ~$15-20/mo | customizable AI search | Privacy-conscious, tunable search |"
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "Productivity\n\n# Perplexity Review 2026: Is Pro (and Comet) Worth It?",
    "Perplexity Pro is worth $20/month if your work depends on cited, verifiable answers pulled from the live web \u2014 ChatGPT remains the better all-round assistant, and You.com the more customizable alternative.",
    "**You.com** offers a more customizable, privacy-conscious take on cited search for people who want to tune the experience more than Perplexity allows."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://news.ycombinator.com/item?id=40235206",
   "title": "OpenAI working on web search product",
   "published_at": null,
   "engine": "Phind",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "PG invested in Phind explicitly with the notion that \"our kids aren't going to know what a search results page is\" - [https://www.youtube.com/watch?v=z1rHPFiY6FA](https://www.youtube.com/watch?v=z1rHPFiY6FA)"
   ],
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  },
  {
   "url": "https://news.ycombinator.com/item?id=40235206",
   "title": "OpenAI working on web search product",
   "published_at": null,
   "engine": "search.chatgpt.com",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "https://search.chatgpt.com/",
    "Even on a free tier, search.chatgpt.com is a harder sell to the layman, or anything with a \"chatgpt\" brand."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "OpenAI has been developing a web search product, partly powered by Microsoft Bing, a source told The Information."
   ],
   "region_evidence": null,
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  },
  {
   "url": "https://thematchbox.inc/resources/ai-assistant-advertising-playbook",
   "title": "The AI Assistant Advertising Playbook: ChatGPT Ads, Copilot, and Google AI Mode (2026)",
   "published_at": "2026-07-17T00:52:13",
   "engine": "ChatGPT",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "# The AI Assistant Advertising Playbook: ChatGPT Ads, Copilot, and Google AI Mode (2026)",
    "Paid placements inside ChatGPT, Microsoft Copilot, and Google AI Mode became a self-serve reality in the first half of 2026.",
    "| ChatGPT (OpenAI) | Live: US, CA, AU, NZ, UK. Announced May 7: JP, KR, BR, MX. Free and Go tiers only | Labeled units below answers | Self-serve since May 5; no minimum; reported CPCs $3-5, CPMs from ~$25 | Contextual (conversation intent); no sale of user data, per OpenAI | Pixel + Conversions API; third-party measurement promised |"
   ],
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   "status_evidence": [
    "# The AI Assistant Advertising Playbook: ChatGPT Ads, Copilot, and Google AI Mode (2026)",
    "Paid placements inside ChatGPT, Microsoft Copilot, and Google AI Mode became a self-serve reality in the first half of 2026.",
    "| ChatGPT (OpenAI) | Live: US, CA, AU, NZ, UK. Announced May 7: JP, KR, BR, MX. Free and Go tiers only | Labeled units below answers | Self-serve since May 5; no minimum; reported CPCs $3-5, CPMs from ~$25 | Contextual (conversation intent); no sale of user data, per OpenAI | Pixel + Conversions API; third-party measurement promised |"
   ],
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  },
  {
   "url": "https://thematchbox.inc/resources/ai-assistant-advertising-playbook",
   "title": "The AI Assistant Advertising Playbook: ChatGPT Ads, Copilot, and Google AI Mode (2026)",
   "published_at": "2026-07-17T00:52:13",
   "engine": "Microsoft Copilot",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "# The AI Assistant Advertising Playbook: ChatGPT Ads, Copilot, and Google AI Mode (2026)",
    "Paid placements inside ChatGPT, Microsoft Copilot, and Google AI Mode became a self-serve reality in the first half of 2026.",
    "| Microsoft Copilot | Pilot since May 2026; retail-first, English-speaking markets | Ads in Copilot responses; Offer Highlights in chats | Bought via existing Microsoft Advertising CPC auctions | AI Max query matching; Audience Generation in closed US/CA pilot | UET tags, standard Microsoft Advertising reporting |"
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "# The AI Assistant Advertising Playbook: ChatGPT Ads, Copilot, and Google AI Mode (2026)",
    "Paid placements inside ChatGPT, Microsoft Copilot, and Google AI Mode became a self-serve reality in the first half of 2026.",
    "| Microsoft Copilot | Pilot since May 2026; retail-first, English-speaking markets | Ads in Copilot responses; Offer Highlights in chats | Bought via existing Microsoft Advertising CPC auctions | AI Max query matching; Audience Generation in closed US/CA pilot | UET tags, standard Microsoft Advertising reporting |"
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://thematchbox.inc/resources/ai-assistant-advertising-playbook",
   "title": "The AI Assistant Advertising Playbook: ChatGPT Ads, Copilot, and Google AI Mode (2026)",
   "published_at": "2026-07-17T00:52:13",
   "engine": "Google AI Mode",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "# The AI Assistant Advertising Playbook: ChatGPT Ads, Copilot, and Google AI Mode (2026)",
    "Paid placements inside ChatGPT, Microsoft Copilot, and Google AI Mode became a self-serve reality in the first half of 2026.",
    "| Google AI Mode | US testing | Conversational Discovery ads, Highlighted Answers, AI-Powered Shopping Ads | Existing Google Ads auction; access tied to AI Max / Performance Max adoption | Query and intent driven; Gemini assembles creative per query | Standard Google Ads conversion tracking |"
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "# The AI Assistant Advertising Playbook: ChatGPT Ads, Copilot, and Google AI Mode (2026)",
    "Paid placements inside ChatGPT, Microsoft Copilot, and Google AI Mode became a self-serve reality in the first half of 2026.",
    "| Google AI Mode | US testing | Conversational Discovery ads, Highlighted Answers, AI-Powered Shopping Ads | Existing Google Ads auction; access tied to AI Max / Performance Max adoption | Query and intent driven; Gemini assembles creative per query | Standard Google Ads conversion tracking |"
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://thematchbox.inc/resources/ai-assistant-advertising-playbook",
   "title": "The AI Assistant Advertising Playbook: ChatGPT Ads, Copilot, and Google AI Mode (2026)",
   "published_at": "2026-07-17T00:52:13",
   "engine": "Perplexity",
   "launch_year": null,
   "status": "discontinued",
   "region": null,
   "category": null,
   "engine_evidence": [
    "# The AI Assistant Advertising Playbook: ChatGPT Ads, Copilot, and Google AI Mode (2026)",
    "What can you buy on each platform right now?",
    "| Platform | Availability (July 2026) | Formats | Pricing | Targeting | Measurement |",
    "| Perplexity | None. Exited ads February 2026 | - | - | - | - |"
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "# The AI Assistant Advertising Playbook: ChatGPT Ads, Copilot, and Google AI Mode (2026)",
    "What can you buy on each platform right now?",
    "| Platform | Availability (July 2026) | Formats | Pricing | Targeting | Measurement |",
    "| Perplexity | None. Exited ads February 2026 | - | - | - | - |"
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://felloai.com/fr/perplexity-pricing",
   "title": "Plans, API Costs & Comet Guide",
   "published_at": "2026-05-03T08:30:58",
   "engine": "Perplexity",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": "answer engine",
   "engine_evidence": [
    "**Perplexity pricing** in 2026 spans six core SKUs: **Free at $0**, **Pro at $20/month** ($200/year), **Max at $200/month** ($2,000/year), **Education Pro at $10/month** for verified students, **Enterprise Pro at $40/seat/month**, and **Enterprise Max at $325/seat/month**."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "**Perplexity pricing** in 2026 spans six core SKUs: **Free at $0**, **Pro at $20/month** ($200/year), **Max at $200/month** ($2,000/year), **Education Pro at $10/month** for verified students, **Enterprise Pro at $40/seat/month**, and **Enterprise Max at $325/seat/month**."
   ],
   "region_evidence": null,
   "category_evidence": [
    "**Perplexity pricing** in 2026 spans six core SKUs: **Free at $0**, **Pro at $20/month** ($200/year), **Max at $200/month** ($2,000/year), **Education Pro at $10/month** for verified students, **Enterprise Pro at $40/seat/month**, and **Enterprise Max at $325/seat/month**."
   ]
  },
  {
   "url": "https://felloai.com/de/what-is-genspark-ai",
   "title": "What Is Genspark AI? The Super Agent That Builds Slides and Makes Phone Calls",
   "published_at": "2026-06-10T12:25:39",
   "engine": "Genspark",
   "launch_year": "2024",
   "status": "renamed",
   "region": null,
   "category": null,
   "engine_evidence": [
    "What Is Genspark AI? The Super Agent That Builds Slides and Makes Phone Calls",
    "Genspark started as an AI search product in 2024, then pivoted hard in April 2025 toward agents, and in April 2026 it signed a **global partnership with Microsoft** to embed its agents inside Word, Excel, PowerPoint, and Microsoft 365."
   ],
   "launch_year_evidence": [
    "What Is Genspark AI? The Super Agent That Builds Slides and Makes Phone Calls",
    "Genspark started as an AI search product in 2024, then pivoted hard in April 2025 toward agents, and in April 2026 it signed a **global partnership with Microsoft** to embed its agents inside Word, Excel, PowerPoint, and Microsoft 365."
   ],
   "status_evidence": [
    "What Is Genspark AI? The Super Agent That Builds Slides and Makes Phone Calls",
    "If you searched for Genspark expecting a search engine, that reputation is now out of date.",
    "Genspark started as an AI search product in 2024, then pivoted hard in April 2025 toward agents, and in April 2026 it signed a **global partnership with Microsoft** to embed its agents inside Word, Excel, PowerPoint, and Microsoft 365."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://bbc.com/news/technology-65671468",
   "title": "Neeva: Ad-free search engine shuts down",
   "published_at": "2023-05-22T15:38:21",
   "engine": "Neeva",
   "launch_year": null,
   "status": "discontinued",
   "region": null,
   "category": null,
   "engine_evidence": [
    "# Neeva: Ad-free search engine shuts down",
    "Neeva",
    "Recently, it also started showing artificial-intelligence-generated answers to searches."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "# Neeva: Ad-free search engine shuts down",
    "It will close on 2 June, it says, and users will be able to receive a refund for the unused portion of their subscriptions."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://therankmasters.com/insights/ai-visibility/best-ai-search-engines",
   "title": "Best AI Search Engines in 2026 (Full Comparison)",
   "published_at": null,
   "engine": "Perplexity",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "In this guide, we\u2019ll break down what each AI search engine does, why teams actually use it, who it\u2019s for, and how it fits into an AI-first tech stack\u2014so you can stop guessing and start using the right tool on purpose.",
    "### 1. Perplexity AI",
    "Perplexity is an AI-native answer engine that combines large language models with live web search."
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://therankmasters.com/insights/ai-visibility/best-ai-search-engines",
   "title": "Best AI Search Engines in 2026 (Full Comparison)",
   "published_at": null,
   "engine": "ChatGPT Search",
   "launch_year": null,
   "status": null,
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   "category": null,
   "engine_evidence": [
    "In this guide, we\u2019ll break down what each AI search engine does, why teams actually use it, who it\u2019s for, and how it fits into an AI-first tech stack\u2014so you can stop guessing and start using the right tool on purpose.",
    "### 2. ChatGPT (with Search / Advanced Search)",
    "ChatGPT is a general AI assistant that can now also search the web and perform deep research."
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://therankmasters.com/insights/ai-visibility/best-ai-search-engines",
   "title": "Best AI Search Engines in 2026 (Full Comparison)",
   "published_at": null,
   "engine": "Google AI Mode / AI Overviews",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "In this guide, we\u2019ll break down what each AI search engine does, why teams actually use it, who it\u2019s for, and how it fits into an AI-first tech stack\u2014so you can stop guessing and start using the right tool on purpose.",
    "### 3. Google Search with AI Overviews",
    "Google\u2019s AI Overviews layer AI-generated summaries on top of standard search results."
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://therankmasters.com/insights/ai-visibility/best-ai-search-engines",
   "title": "Best AI Search Engines in 2026 (Full Comparison)",
   "published_at": null,
   "engine": "Microsoft Copilot (Bing)",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "In this guide, we\u2019ll break down what each AI search engine does, why teams actually use it, who it\u2019s for, and how it fits into an AI-first tech stack\u2014so you can stop guessing and start using the right tool on purpose.",
    "### 4. Microsoft Copilot (Bing / Edge / M365)",
    "Microsoft Copilot is an AI assistant that spans Bing search, the Edge browser, Windows, and Microsoft 365 apps."
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://therankmasters.com/insights/ai-visibility/best-ai-search-engines",
   "title": "Best AI Search Engines in 2026 (Full Comparison)",
   "published_at": null,
   "engine": "Brave Search + Leo",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "In this guide, we\u2019ll break down what each AI search engine does, why teams actually use it, who it\u2019s for, and how it fits into an AI-first tech stack\u2014so you can stop guessing and start using the right tool on purpose.",
    "### 5. Brave Search + Leo",
    "Brave Search is a private search engine with its own index, and Leo is Brave\u2019s AI assistant embedded in the browser."
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://therankmasters.com/insights/ai-visibility/best-ai-search-engines",
   "title": "Best AI Search Engines in 2026 (Full Comparison)",
   "published_at": null,
   "engine": "You.com",
   "launch_year": null,
   "status": null,
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   "category": null,
   "engine_evidence": [
    "In this guide, we\u2019ll break down what each AI search engine does, why teams actually use it, who it\u2019s for, and how it fits into an AI-first tech stack\u2014so you can stop guessing and start using the right tool on purpose.",
    "### 6. You.com",
    "You.com is an AI-centric search and agent platform that combines web search, chat, and specialized AI agents."
   ],
   "launch_year_evidence": null,
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  },
  {
   "url": "https://therankmasters.com/insights/ai-visibility/best-ai-search-engines",
   "title": "Best AI Search Engines in 2026 (Full Comparison)",
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   "engine": "Kagi",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "In this guide, we\u2019ll break down what each AI search engine does, why teams actually use it, who it\u2019s for, and how it fits into an AI-first tech stack\u2014so you can stop guessing and start using the right tool on purpose.",
    "### 7. Kagi",
    "Kagi is a premium, subscription-based search engine that emphasizes quality, speed, and privacy."
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://therankmasters.com/insights/ai-visibility/best-ai-search-engines",
   "title": "Best AI Search Engines in 2026 (Full Comparison)",
   "published_at": null,
   "engine": "Phind",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "In this guide, we\u2019ll break down what each AI search engine does, why teams actually use it, who it\u2019s for, and how it fits into an AI-first tech stack\u2014so you can stop guessing and start using the right tool on purpose.",
    "### 8. Phind",
    "Phind is a developer-focused AI search engine and coding assistant."
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://therankmasters.com/insights/ai-visibility/best-ai-search-engines",
   "title": "Best AI Search Engines in 2026 (Full Comparison)",
   "published_at": null,
   "engine": "Komo",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "In this guide, we\u2019ll break down what each AI search engine does, why teams actually use it, who it\u2019s for, and how it fits into an AI-first tech stack\u2014so you can stop guessing and start using the right tool on purpose.",
    "### 9. Komo AI",
    "Komo positions itself as an AI search and automation platform for professionals and businesses."
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://therankmasters.com/insights/ai-visibility/best-ai-search-engines",
   "title": "Best AI Search Engines in 2026 (Full Comparison)",
   "published_at": null,
   "engine": "Consensus",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "In this guide, we\u2019ll break down what each AI search engine does, why teams actually use it, who it\u2019s for, and how it fits into an AI-first tech stack\u2014so you can stop guessing and start using the right tool on purpose.",
    "### 10. Consensus",
    "Consensus is an AI search engine for scientific research."
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://therankmasters.com/insights/ai-visibility/best-ai-search-engines",
   "title": "Best AI Search Engines in 2026 (Full Comparison)",
   "published_at": null,
   "engine": "Claude\u2019s Web Search",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "In this guide, we\u2019ll break down what each AI search engine does, why teams actually use it, who it\u2019s for, and how it fits into an AI-first tech stack\u2014so you can stop guessing and start using the right tool on purpose.",
    "### 11. Claude (with Web Search)",
    "Claude is Anthropic\u2019s AI assistant, optimized for careful reasoning, long documents, and professional use."
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://demandsage.com/ai-search-engines",
   "title": "7 Best AI Search Engines (2026) \u2013 I Tested & Compared",
   "published_at": "2025-08-28T08:25:06",
   "engine": "Perplexity AI",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "# 7 Best AI Search Engines (2026) \u2013 I Tested & Compared",
    "## **7 Top AI Search Engines For 2026 (Tested)**",
    "Check what they are best for and how much their subscriptions cost.",
    "| **AI Search Engine** | **Best For** | **Subscription Price** |",
    "| Perplexity AI | Real-time answers & follow-up | Starts from $20/month |"
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "# 7 Best AI Search Engines (2026) \u2013 I Tested & Compared",
    "## **7 Top AI Search Engines For 2026 (Tested)**",
    "Check what they are best for and how much their subscriptions cost.",
    "| **AI Search Engine** | **Best For** | **Subscription Price** |",
    "| Perplexity AI | Real-time answers & follow-up | Starts from $20/month |"
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://demandsage.com/ai-search-engines",
   "title": "7 Best AI Search Engines (2026) \u2013 I Tested & Compared",
   "published_at": "2025-08-28T08:25:06",
   "engine": "ChatGPT Search (SearchGPT)",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "# 7 Best AI Search Engines (2026) \u2013 I Tested & Compared",
    "## **7 Top AI Search Engines For 2026 (Tested)**",
    "Check what they are best for and how much their subscriptions cost.",
    "| **AI Search Engine** | **Best For** | **Subscription Price** |",
    "| ChatGPT Search (SearchGPT) | Conversational AI search engine with advanced capabilities | Starts from $20/month |"
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "# 7 Best AI Search Engines (2026) \u2013 I Tested & Compared",
    "## **7 Top AI Search Engines For 2026 (Tested)**",
    "Check what they are best for and how much their subscriptions cost.",
    "| **AI Search Engine** | **Best For** | **Subscription Price** |",
    "| ChatGPT Search (SearchGPT) | Conversational AI search engine with advanced capabilities | Starts from $20/month |"
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://demandsage.com/ai-search-engines",
   "title": "7 Best AI Search Engines (2026) \u2013 I Tested & Compared",
   "published_at": "2025-08-28T08:25:06",
   "engine": "Microsoft Bing",
   "launch_year": null,
   "status": "active",
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   "engine_evidence": [
    "# 7 Best AI Search Engines (2026) \u2013 I Tested & Compared",
    "## **7 Top AI Search Engines For 2026 (Tested)**",
    "Check what they are best for and how much their subscriptions cost.",
    "| **AI Search Engine** | **Best For** | **Subscription Price** |",
    "| Microsoft Bing | Combination of a traditional search engine and an AI chatbot | Starts at $20 per month per user |"
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "# 7 Best AI Search Engines (2026) \u2013 I Tested & Compared",
    "## **7 Top AI Search Engines For 2026 (Tested)**",
    "Check what they are best for and how much their subscriptions cost.",
    "| **AI Search Engine** | **Best For** | **Subscription Price** |",
    "| Microsoft Bing | Combination of a traditional search engine and an AI chatbot | Starts at $20 per month per user |"
   ],
   "region_evidence": null,
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  },
  {
   "url": "https://demandsage.com/ai-search-engines",
   "title": "7 Best AI Search Engines (2026) \u2013 I Tested & Compared",
   "published_at": "2025-08-28T08:25:06",
   "engine": "Google AI Mode",
   "launch_year": "2025",
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "# 7 Best AI Search Engines (2026) \u2013 I Tested & Compared",
    "## **7 Top AI Search Engines For 2026 (Tested)**",
    "Check what they are best for and how much their subscriptions cost.",
    "| **AI Search Engine** | **Best For** | **Subscription Price** |",
    "| Google AI Mode | A combination of traditional and an AI search engine | Free |"
   ],
   "launch_year_evidence": [
    "# 7 Best AI Search Engines (2026) \u2013 I Tested & Compared",
    "### **4. Google AI Mode**",
    "With a lot of new features and updates announced at the [Google 2025 I/O](https://blog.google/technology/ai/google-io-2025-all-our-announcements/), the Google AI mode is one of the first to be released."
   ],
   "status_evidence": [
    "# 7 Best AI Search Engines (2026) \u2013 I Tested & Compared",
    "## **7 Top AI Search Engines For 2026 (Tested)**",
    "Check what they are best for and how much their subscriptions cost.",
    "| **AI Search Engine** | **Best For** | **Subscription Price** |",
    "| Google AI Mode | A combination of traditional and an AI search engine | Free |"
   ],
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  },
  {
   "url": "https://demandsage.com/ai-search-engines",
   "title": "7 Best AI Search Engines (2026) \u2013 I Tested & Compared",
   "published_at": "2025-08-28T08:25:06",
   "engine": "Brave Search",
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   "status": "active",
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    "# 7 Best AI Search Engines (2026) \u2013 I Tested & Compared",
    "## **7 Top AI Search Engines For 2026 (Tested)**",
    "Check what they are best for and how much their subscriptions cost.",
    "| **AI Search Engine** | **Best For** | **Subscription Price** |",
    "| Brave Search | Search engine with AI assistant Leo | Free |"
   ],
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   "status_evidence": [
    "# 7 Best AI Search Engines (2026) \u2013 I Tested & Compared",
    "## **7 Top AI Search Engines For 2026 (Tested)**",
    "Check what they are best for and how much their subscriptions cost.",
    "| **AI Search Engine** | **Best For** | **Subscription Price** |",
    "| Brave Search | Search engine with AI assistant Leo | Free |"
   ],
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  },
  {
   "url": "https://demandsage.com/ai-search-engines",
   "title": "7 Best AI Search Engines (2026) \u2013 I Tested & Compared",
   "published_at": "2025-08-28T08:25:06",
   "engine": "You. com",
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   "status": "active",
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    "# 7 Best AI Search Engines (2026) \u2013 I Tested & Compared",
    "## **7 Top AI Search Engines For 2026 (Tested)**",
    "Check what they are best for and how much their subscriptions cost.",
    "| **AI Search Engine** | **Best For** | **Subscription Price** |",
    "| You. com | Enterprise API solutions | Starts from $15/mo |"
   ],
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    "# 7 Best AI Search Engines (2026) \u2013 I Tested & Compared",
    "## **7 Top AI Search Engines For 2026 (Tested)**",
    "Check what they are best for and how much their subscriptions cost.",
    "| **AI Search Engine** | **Best For** | **Subscription Price** |",
    "| You. com | Enterprise API solutions | Starts from $15/mo |"
   ],
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  },
  {
   "url": "https://demandsage.com/ai-search-engines",
   "title": "7 Best AI Search Engines (2026) \u2013 I Tested & Compared",
   "published_at": "2025-08-28T08:25:06",
   "engine": "Komo",
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    "# 7 Best AI Search Engines (2026) \u2013 I Tested & Compared",
    "## **7 Top AI Search Engines For 2026 (Tested)**",
    "Check what they are best for and how much their subscriptions cost.",
    "| **AI Search Engine** | **Best For** | **Subscription Price** |",
    "| Komo | Quick and affordable AI search engine | Starts from $15/mo |"
   ],
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    "# 7 Best AI Search Engines (2026) \u2013 I Tested & Compared",
    "## **7 Top AI Search Engines For 2026 (Tested)**",
    "Check what they are best for and how much their subscriptions cost.",
    "| **AI Search Engine** | **Best For** | **Subscription Price** |",
    "| Komo | Quick and affordable AI search engine | Starts from $15/mo |"
   ],
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  },
  {
   "url": "https://cloudedsite.com/perplexity-ai-review-2026",
   "title": "Perplexity AI Review 2026: The Best AI Search Tool for Professionals?",
   "published_at": "2026-04-10T02:43:00",
   "engine": "Perplexity",
   "launch_year": "2022",
   "status": "active",
   "region": null,
   "category": "AI-powered answer engine",
   "engine_evidence": [
    "This review is for working professionals \u2014 analysts, researchers, consultants, lawyers, marketers, and finance professionals \u2014 who need fast, sourced, current answers and want to know whether Perplexity is still the best AI research tool in 2026.",
    "What Is Perplexity AI in 2026?",
    "Perplexity is an AI-powered answer engine that combines real-time web search with large language models to deliver direct, sourced answers to your questions."
   ],
   "launch_year_evidence": [
    "This review is for working professionals \u2014 analysts, researchers, consultants, lawyers, marketers, and finance professionals \u2014 who need fast, sourced, current answers and want to know whether Perplexity is still the best AI research tool in 2026.",
    "What Is Perplexity AI in 2026?",
    "Founded in August 2022 by former OpenAI and Google engineers including CEO Aravind Srinivas, it has grown far beyond its origins as a search tool."
   ],
   "status_evidence": [
    "This review is for working professionals \u2014 analysts, researchers, consultants, lawyers, marketers, and finance professionals \u2014 who need fast, sourced, current answers and want to know whether Perplexity is still the best AI research tool in 2026.",
    "What Is Perplexity AI in 2026?",
    "In 2026 Perplexity is a $21 billion platform \u2014 following a Series E-6 funding round \u2014 with an estimated $200 million in annual recurring revenue, a standalone AI-native browser called Comet available on all major platforms, a multi-agent AI system called Computer, and native integration on Samsung\u2019s Galaxy S26."
   ],
   "region_evidence": null,
   "category_evidence": [
    "This review is for working professionals \u2014 analysts, researchers, consultants, lawyers, marketers, and finance professionals \u2014 who need fast, sourced, current answers and want to know whether Perplexity is still the best AI research tool in 2026.",
    "What Is Perplexity AI in 2026?",
    "Perplexity is an AI-powered answer engine that combines real-time web search with large language models to deliver direct, sourced answers to your questions."
   ]
  },
  {
   "url": "https://moreai.tools/tool/kagi",
   "title": "Kagi \u2014 MoreAI.tools",
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   "engine": "Kagi",
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   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "Editorial pick",
    "# Kagi",
    "Paid search engine with AI assistant (Kagi Assistant). Ad-free, customizable ranking, strong privacy."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "Editorial pick",
    "# Kagi",
    "Last verified5/19/2026",
    "\u2713 Pricing verified Jun 21, 2026"
   ],
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   "category_evidence": null
  },
  {
   "url": "https://toolchase.com/blog/best-ai-tools-for-research",
   "title": "Best AI Tools for Research in 2026 (Academic & Market)",
   "published_at": "2026-04-09T08:13:39",
   "engine": "Perplexity",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "Research Guide",
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    "The best AI research tools tested for 2026 \u2014 covering academic literature review, market analysis, fact-checking, and paper discovery.",
    "### [Perplexity AI](/tool/perplexity/) \u2014 Best cited-answer engine",
    "Perplexity is the default AI tool for fact-checking web claims."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "Research Guide",
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    "The best AI research tools tested for 2026 \u2014 covering academic literature review, market analysis, fact-checking, and paper discovery.",
    "### [Perplexity AI](/tool/perplexity/) \u2014 Best cited-answer engine",
    "For journalists, analysts, and researchers who need sourced answers fast, Perplexity is the clearest winner in 2026."
   ],
   "region_evidence": null,
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  },
  {
   "url": "https://toolchase.com/blog/best-ai-tools-for-research",
   "title": "Best AI Tools for Research in 2026 (Academic & Market)",
   "published_at": "2026-04-09T08:13:39",
   "engine": "Semantic Scholar",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "Research Guide",
    "# Best AI Tools for Research in 2026 (Academic & Market)",
    "The best AI research tools tested for 2026 \u2014 covering academic literature review, market analysis, fact-checking, and paper discovery.",
    "### [Semantic Scholar](/tool/semantic-scholar/) \u2014 Best academic search engine",
    "Semantic Scholar isn't an AI tool in the generative sense, but its AI-powered paper search, citation graphs, and TLDR summaries are foundational infrastructure for academic research."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "Research Guide",
    "# Best AI Tools for Research in 2026 (Academic & Market)",
    "The best AI research tools tested for 2026 \u2014 covering academic literature review, market analysis, fact-checking, and paper discovery.",
    "### [Semantic Scholar](/tool/semantic-scholar/) \u2014 Best academic search engine",
    "Semantic Scholar isn't an AI tool in the generative sense, but its AI-powered paper search, citation graphs, and TLDR summaries are foundational infrastructure for academic research."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://news.aibase.com/news/11901",
   "title": "AI Disrupts Search! Genspark Launches Autopilot Agent: You Ask, I Handle the Rest!",
   "published_at": null,
   "engine": "Genspark",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": "AI Agent Engine",
   "engine_evidence": [
    "In the era of artificial intelligence today, AI search has become a consensus.",
    "**[Genspark](https://top.aibase.com/tool/genspark)** is the AI Agent Engine launched by MainFunc, aiming to provide a better search experience through artificial intelligence technology."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "In the era of artificial intelligence today, AI search has become a consensus.",
    "The recently emerging Genspark focuses on providing unbiased and non-SEO driven content, dedicated to delivering trustworthy and valuable results for users."
   ],
   "region_evidence": null,
   "category_evidence": [
    "In the era of artificial intelligence today, AI search has become a consensus.",
    "**[Genspark](https://top.aibase.com/tool/genspark)** is the AI Agent Engine launched by MainFunc, aiming to provide a better search experience through artificial intelligence technology."
   ]
  },
  {
   "url": "https://news.aibase.com/news/11901",
   "title": "AI Disrupts Search! Genspark Launches Autopilot Agent: You Ask, I Handle the Rest!",
   "published_at": null,
   "engine": "Perplexity",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": "generative AI search",
   "engine_evidence": [
    "In the era of artificial intelligence today, AI search has become a consensus.",
    "Like **[Perplexity](https://top.aibase.com/tool/perplexity)**, Genspark uses generative AI to provide customized search summaries and generates a \"Sparkpage\" based on the search content, integrating relevant information from the web into an \"answer aggregation page\"."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "In the era of artificial intelligence today, AI search has become a consensus.",
    "Like **[Perplexity](https://top.aibase.com/tool/perplexity)**, Genspark uses generative AI to provide customized search summaries and generates a \"Sparkpage\" based on the search content, integrating relevant information from the web into an \"answer aggregation page\"."
   ],
   "region_evidence": null,
   "category_evidence": [
    "In the era of artificial intelligence today, AI search has become a consensus.",
    "Like **[Perplexity](https://top.aibase.com/tool/perplexity)**, Genspark uses generative AI to provide customized search summaries and generates a \"Sparkpage\" based on the search content, integrating relevant information from the web into an \"answer aggregation page\"."
   ]
  },
  {
   "url": "https://annielytics.com/tools/ai-timeline/tag/ai-search",
   "title": "Curated AI Timeline for: 'AI Search' | Annielytics",
   "published_at": "2026-06-12T11:11:21",
   "engine": "Yahoo Scout",
   "launch_year": "2026",
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "Curated AI Timeline for: 'AI Search'",
    "| Date | Title | Description | Source | Company | Tags |",
    "| 05/06/26 | Yahoo positions Scout AI search engine around source transparency | \u2022 Yahoo launched Scout, an AI search engine, in beta in January, and considers it one of the company's top priorities for 2026. \u2022 Scout is built on Anthropic's Claude and Microsoft's 'Grounding with Bing' search tool, drawing answers from the open web and Yahoo's portfolio of 500 million user profiles, mail, news, finance, and publisher partners. \u2022 Yahoo's chief marketing officer said Scout's defining feature is prominently displaying the sources behind its answers, positioning it against competitors like ChatGPT and Gemini. \u2022 \"We know very clearly from our consumer research that trust is the top need in the space,\" CMO Josh Line told Business Insider. \"Many people who are using answer engines regularly recognize that there are hallucinations and that they don't always know where the information is coming from.\" | [\ud83d\udd17](https://www.businessinsider.com/yahoo-positions-scout-ai-engine-with-the-most-clear-sourcing-2026-5) | | |"
   ],
   "launch_year_evidence": [
    "Curated AI Timeline for: 'AI Search'",
    "| Date | Title | Description | Source | Company | Tags |",
    "| 05/06/26 | Yahoo positions Scout AI search engine around source transparency | \u2022 Yahoo launched Scout, an AI search engine, in beta in January, and considers it one of the company's top priorities for 2026. \u2022 Scout is built on Anthropic's Claude and Microsoft's 'Grounding with Bing' search tool, drawing answers from the open web and Yahoo's portfolio of 500 million user profiles, mail, news, finance, and publisher partners. \u2022 Yahoo's chief marketing officer said Scout's defining feature is prominently displaying the sources behind its answers, positioning it against competitors like ChatGPT and Gemini. \u2022 \"We know very clearly from our consumer research that trust is the top need in the space,\" CMO Josh Line told Business Insider. \"Many people who are using answer engines regularly recognize that there are hallucinations and that they don't always know where the information is coming from.\" | [\ud83d\udd17](https://www.businessinsider.com/yahoo-positions-scout-ai-engine-with-the-most-clear-sourcing-2026-5) | | |"
   ],
   "status_evidence": [
    "Curated AI Timeline for: 'AI Search'",
    "| Date | Title | Description | Source | Company | Tags |",
    "| 05/06/26 | Yahoo positions Scout AI search engine around source transparency | \u2022 Yahoo launched Scout, an AI search engine, in beta in January, and considers it one of the company's top priorities for 2026. \u2022 Scout is built on Anthropic's Claude and Microsoft's 'Grounding with Bing' search tool, drawing answers from the open web and Yahoo's portfolio of 500 million user profiles, mail, news, finance, and publisher partners. \u2022 Yahoo's chief marketing officer said Scout's defining feature is prominently displaying the sources behind its answers, positioning it against competitors like ChatGPT and Gemini. \u2022 \"We know very clearly from our consumer research that trust is the top need in the space,\" CMO Josh Line told Business Insider. \"Many people who are using answer engines regularly recognize that there are hallucinations and that they don't always know where the information is coming from.\" | [\ud83d\udd17](https://www.businessinsider.com/yahoo-positions-scout-ai-engine-with-the-most-clear-sourcing-2026-5) | | |"
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://minneapolismade.com/blog/ai-visibility-vs-seo-2026",
   "title": "AI Visibility vs. Traditional SEO in 2026: What Every Business Owner Needs to Know",
   "published_at": "2026-06-20T08:00:00",
   "engine": "ChatGPT search",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "AI Visibility vs. Traditional SEO in 2026: What Every Business Owner Needs to Know",
    "It has fractured into a dozen surfaces \u2014 Google's blue links, Google's AI Overviews, Google's new AI Mode, ChatGPT search, Perplexity, Bing Copilot, voice assistants, and increasingly agentic browsing tools that buy and book on a customer's behalf \u2014 and the rules for showing up in each of them are different."
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://minneapolismade.com/blog/ai-visibility-vs-seo-2026",
   "title": "AI Visibility vs. Traditional SEO in 2026: What Every Business Owner Needs to Know",
   "published_at": "2026-06-20T08:00:00",
   "engine": "Perplexity",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": "research search",
   "engine_evidence": [
    "AI Visibility vs. Traditional SEO in 2026: What Every Business Owner Needs to Know",
    "**Perplexity** \u2014 research-grade AI search with heavy citation use, popular with analysts and professionals."
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": [
    "AI Visibility vs. Traditional SEO in 2026: What Every Business Owner Needs to Know",
    "**Perplexity** \u2014 research-grade AI search with heavy citation use, popular with analysts and professionals."
   ]
  },
  {
   "url": "https://alternativeto.net/news/2025/4/kagi-s-ai-assistant-is-now-available-to-all-users-enhancing-search-with-advanced-llms",
   "title": "Kagi's Assistant is now available to all users, enhancing search with advanced LLMs",
   "published_at": "2025-04-18T22:02:20",
   "engine": "Kagi Assistant",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "# Kagi's Assistant is now available to all users, enhancing search with advanced LLMs",
    "[Kagi](https://alternativeto.net/software/kagi-search/about/) has expanded its [Kagi Assistant](https://blog.kagi.com/announcing-assistant) feature to all users, which was previously only available to Ultimate plan subscribers."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "# Kagi's Assistant is now available to all users, enhancing search with advanced LLMs",
    "[Kagi](https://alternativeto.net/software/kagi-search/about/) has expanded its [Kagi Assistant](https://blog.kagi.com/announcing-assistant) feature to all users, which was previously only available to Ultimate plan subscribers."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://news.yahoo.com/google-challenger-neeva-gives-consumer-130108660.html",
   "title": "Google challenger Neeva gives up on consumer search, goes all in on AI and the enterprise",
   "published_at": "2023-05-21T13:01:08",
   "engine": "NeevaAI",
   "launch_year": "2023",
   "status": "discontinued",
   "region": null,
   "category": null,
   "engine_evidence": [
    "Google challenger Neeva gives up on consumer search, goes all in on AI and the enterprise",
    "and then set about trying to reinvent the entire search experience [with a new generative AI engine](https://techcrunch.com/2023/02/13/as-chatgpt-hype-hits-fever-pitch-neeva-brings-its-generative-ai-search-engine-to-international-markets/) that combined multiple results and sources to create a single answer.",
    "NeevaAI in action."
   ],
   "launch_year_evidence": [
    "Google challenger Neeva gives up on consumer search, goes all in on AI and the enterprise",
    "In search of growth, Neeva went on a rapid global expansion exercise [starting with Europe back in October](https://techcrunch.com/2022/10/05/neeva-brings-its-ad-free-search-engine-to-europe/), and then set about trying to reinvent the entire search experience [with a new generative AI engine](https://techcrunch.com/2023/02/13/as-chatgpt-hype-hits-fever-pitch-neeva-brings-its-generative-ai-search-engine-to-international-markets/) that combined multiple results and sources to create a single answer."
   ],
   "status_evidence": [
    "Google challenger Neeva gives up on consumer search, goes all in on AI and the enterprise",
    "\"As a result, over the next few weeks, we will be shutting down neeva.com and our consumer search product, and shifting to a new area of focus.\""
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://news.yahoo.com/google-challenger-neeva-gives-consumer-130108660.html",
   "title": "Google challenger Neeva gives up on consumer search, goes all in on AI and the enterprise",
   "published_at": "2023-05-21T13:01:08",
   "engine": "Gist",
   "launch_year": null,
   "status": "discontinued",
   "region": null,
   "category": null,
   "engine_evidence": [
    "Google challenger Neeva gives up on consumer search, goes all in on AI and the enterprise",
    "Neeva had also been working on a [standalone generative AI search app called Gist](https://neeva.com/blog/neeva-gist-beta), and while it had been made available [on Android](https://play.google.com/store/apps/details?id=com.neeva.search&hl=en_GB&gl=US) already, its planned iOS launch at the end of March was continuously delayed with little in the way of an explanation."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "Google challenger Neeva gives up on consumer search, goes all in on AI and the enterprise",
    "Neeva had also been working on a [standalone generative AI search app called Gist](https://neeva.com/blog/neeva-gist-beta), and while it had been made available [on Android](https://play.google.com/store/apps/details?id=com.neeva.search&hl=en_GB&gl=US) already, its planned iOS launch at the end of March was continuously delayed with little in the way of an explanation."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://hokai.io/guides/best-ai-search-tools-2026",
   "title": "Best AI Search Tools in 2026: Match the Tool to the Job",
   "published_at": "2026-08-14T05:30:13",
   "engine": "Perplexity",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "# Best AI Search Tools in 2026: Match the Tool to the Job",
    "AI search and discovery spans three distinct product categories: open-web answer engines such as Perplexity, which serves over 45 million monthly users, permissions-aware workplace search platforms such as Glean, and narrow single-purpose discovery tools such as Google Lens and Consensus, each solving a different retrieval problem for a different buyer.",
    "[Perplexity](/hub/tools/perplexity) is the default for a reason: over 45 million monthly active users, according to usage data compiled by Demandsage, and a free tier with five Pro Searches a day before the $20-a-month Pro plan removes the cap."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "# Best AI Search Tools in 2026: Match the Tool to the Job",
    "AI search and discovery spans three distinct product categories: open-web answer engines such as Perplexity, which serves over 45 million monthly users, permissions-aware workplace search platforms such as Glean, and narrow single-purpose discovery tools such as Google Lens and Consensus, each solving a different retrieval problem for a different buyer.",
    "[Perplexity](/hub/tools/perplexity) is the default for a reason: over 45 million monthly active users, according to usage data compiled by Demandsage, and a free tier with five Pro Searches a day before the $20-a-month Pro plan removes the cap."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://hokai.io/guides/best-ai-search-tools-2026",
   "title": "Best AI Search Tools in 2026: Match the Tool to the Job",
   "published_at": "2026-08-14T05:30:13",
   "engine": "Bing",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "# Best AI Search Tools in 2026: Match the Tool to the Job",
    "The first job is open-web answers: a question with a public, current answer, phrased in plain language, returned with citations.",
    "[Bing](/hub/tools/bing) costs nothing extra if the team already pays for Microsoft 365, since Copilot search rides along on top of an existing license rather than adding a new seat."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "# Best AI Search Tools in 2026: Match the Tool to the Job",
    "The first job is open-web answers: a question with a public, current answer, phrased in plain language, returned with citations.",
    "[Bing](/hub/tools/bing) costs nothing extra if the team already pays for Microsoft 365, since Copilot search rides along on top of an existing license rather than adding a new seat."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://hokai.io/guides/best-ai-search-tools-2026",
   "title": "Best AI Search Tools in 2026: Match the Tool to the Job",
   "published_at": "2026-08-14T05:30:13",
   "engine": "Andi Search",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "# Best AI Search Tools in 2026: Match the Tool to the Job",
    "The first job is open-web answers: a question with a public, current answer, phrased in plain language, returned with citations.",
    "[Andi Search](/hub/tools/andi-search) is the outlier worth naming specifically: completely free, ad-free, with no account required and no paid tier live at all as of this writing, per Andi's own site."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "# Best AI Search Tools in 2026: Match the Tool to the Job",
    "The first job is open-web answers: a question with a public, current answer, phrased in plain language, returned with citations.",
    "[Andi Search](/hub/tools/andi-search) is the outlier worth naming specifically: completely free, ad-free, with no account required and no paid tier live at all as of this writing, per Andi's own site."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://hokai.io/guides/best-ai-search-tools-2026",
   "title": "Best AI Search Tools in 2026: Match the Tool to the Job",
   "published_at": "2026-08-14T05:30:13",
   "engine": "Consensus",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "# Best AI Search Tools in 2026: Match the Tool to the Job",
    "AI search and discovery spans three distinct product categories: open-web answer engines such as Perplexity, which serves over 45 million monthly users, permissions-aware workplace search platforms such as Glean, and narrow single-purpose discovery tools such as Google Lens and Consensus, each solving a different retrieval problem for a different buyer.",
    "The first job is open-web answers: a question with a public, current answer, phrased in plain language, returned with citations.",
    "Perplexity, Bing, Andi Search, and [Consensus](/hub/tools/consensus) (for academic papers specifically) all compete here, and they compete mostly on price and citation quality, not on whether they can find anything at all."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "# Best AI Search Tools in 2026: Match the Tool to the Job",
    "AI search and discovery spans three distinct product categories: open-web answer engines such as Perplexity, which serves over 45 million monthly users, permissions-aware workplace search platforms such as Glean, and narrow single-purpose discovery tools such as Google Lens and Consensus, each solving a different retrieval problem for a different buyer.",
    "The first job is open-web answers: a question with a public, current answer, phrased in plain language, returned with citations.",
    "Perplexity, Bing, Andi Search, and [Consensus](/hub/tools/consensus) (for academic papers specifically) all compete here, and they compete mostly on price and citation quality, not on whether they can find anything at all."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://hokai.io/guides/best-ai-search-tools-2026",
   "title": "Best AI Search Tools in 2026: Match the Tool to the Job",
   "published_at": "2026-08-14T05:30:13",
   "engine": "Glean",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "# Best AI Search Tools in 2026: Match the Tool to the Job",
    "AI search and discovery spans three distinct product categories: open-web answer engines such as Perplexity, which serves over 45 million monthly users, permissions-aware workplace search platforms such as Glean, and narrow single-purpose discovery tools such as Google Lens and Consensus, each solving a different retrieval problem for a different buyer.",
    "[Glean](/hub/tools/glean) crossed $300 million in annual recurring revenue in May 2026, according to the company's own press release, on the strength of enterprise contracts that start around $50 to $75 a user a month."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "# Best AI Search Tools in 2026: Match the Tool to the Job",
    "AI search and discovery spans three distinct product categories: open-web answer engines such as Perplexity, which serves over 45 million monthly users, permissions-aware workplace search platforms such as Glean, and narrow single-purpose discovery tools such as Google Lens and Consensus, each solving a different retrieval problem for a different buyer.",
    "[Glean](/hub/tools/glean) crossed $300 million in annual recurring revenue in May 2026, according to the company's own press release, on the strength of enterprise contracts that start around $50 to $75 a user a month."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://hokai.io/guides/best-ai-search-tools-2026",
   "title": "Best AI Search Tools in 2026: Match the Tool to the Job",
   "published_at": "2026-08-14T05:30:13",
   "engine": "Cerenovus",
   "launch_year": "2026",
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "# Best AI Search Tools in 2026: Match the Tool to the Job",
    "The second job is workplace search: finding the right internal document, thread, or decision across Slack, Google Drive, Notion, and email, with the same permissions a human employee would have.",
    "[Cerenovus](/hub/tools/cerenovus) is the challenger worth watching."
   ],
   "launch_year_evidence": [
    "# Best AI Search Tools in 2026: Match the Tool to the Job",
    "The second job is workplace search: finding the right internal document, thread, or decision across Slack, Google Drive, Notion, and email, with the same permissions a human employee would have.",
    "Y Combinator's own company page lists it as a Summer 2026 batch company, founded by three Harvard students, building what it calls a \"company brain\" that turns Slack, email, and internal docs into a single markdown knowledge graph, readable by both employees and the AI agents working inside it."
   ],
   "status_evidence": [
    "# Best AI Search Tools in 2026: Match the Tool to the Job",
    "The second job is workplace search: finding the right internal document, thread, or decision across Slack, Google Drive, Notion, and email, with the same permissions a human employee would have.",
    "[Cerenovus](/hub/tools/cerenovus) is the challenger worth watching."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://spoonai.me/posts/2026-06-22-google-ai-mode-gemini35-flash-24-7-search-agents-io2026-en",
   "title": "Google Search Switched to 'Gemini 3.5 Flash' \u2014 Plus Search Agents That Watch the Web 24/7 for You",
   "published_at": "2026-06-21T23:00:00",
   "engine": "AI Mode",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "Google Search Switched to 'Gemini 3.5 Flash' \u2014 Plus Search Agents That Watch the Web 24/7 for You",
    "Google made Gemini 3.5 Flash the default model in AI Mode for everyone, and unveiled 'Search Agents' that monitor the web around the clock on topics you choose and ping you when something new appears."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "Google Search Switched to 'Gemini 3.5 Flash' \u2014 Plus Search Agents That Watch the Web 24/7 for You",
    "AI Mode already passed 1B monthly users, and Google calls this the biggest change to Search in 25 years."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://mcphub.com/mcp-servers/spences10/mcp-omnisearch",
   "title": "mcp-omnisearch by spences10 - MCP Server | MCPHub",
   "published_at": "2025-03-08T17:54:53",
   "engine": "Perplexity AI",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "Tools15Resources0Prompts0mcp-omnisearch A Model Context Protocol (MCP) server that provides unified access to multiple search providers and AI tools.",
    "\ud83e\udd16 AI Response Tools Perplexity AI: Advanced response generation combining real-time web search with GPT-4 Omni and Claude 3"
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://mcphub.com/mcp-servers/spences10/mcp-omnisearch",
   "title": "mcp-omnisearch by spences10 - MCP Server | MCPHub",
   "published_at": "2025-03-08T17:54:53",
   "engine": "Kagi FastGPT",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "Tools15Resources0Prompts0mcp-omnisearch A Model Context Protocol (MCP) server that provides unified access to multiple search providers and AI tools.",
    "\ud83e\udd16 AI Response Tools Perplexity AI: Advanced response generation combining real-time web search with GPT-4 Omni and Claude 3 Kagi FastGPT: Quick AI-generated answers with citations (900ms typical response time)"
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://mcphub.com/mcp-servers/spences10/mcp-omnisearch",
   "title": "mcp-omnisearch by spences10 - MCP Server | MCPHub",
   "published_at": "2025-03-08T17:54:53",
   "engine": "Exa Answer",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "Tools15Resources0Prompts0mcp-omnisearch A Model Context Protocol (MCP) server that provides unified access to multiple search providers and AI tools.",
    "\ud83e\udd16 AI Response Tools Perplexity AI: Advanced response generation combining real-time web search with GPT-4 Omni and Claude 3 Kagi FastGPT: Quick AI-generated answers with citations (900ms typical response time) Exa Answer: Get direct AI-generated answers to questions using Exa Answer API"
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://aichatdaily.com/tools/genspark",
   "title": "Genspark review \u2014 AI search, agents, and sparkpages all in one",
   "published_at": "2024-06-01T00:00:00",
   "engine": "Genspark",
   "launch_year": "2024",
   "status": "active",
   "region": null,
   "category": "AI search engine",
   "engine_evidence": [
    "Main content",
    "Review \u00b7 Search",
    "# Genspark",
    "Genspark entered the AI space in mid-2024 as an AI search engine \u2014 another [Perplexity](/perplexity) alternative in an already-crowded market."
   ],
   "launch_year_evidence": [
    "Main content",
    "Review \u00b7 Search",
    "# Genspark",
    "Genspark entered the AI space in mid-2024 as an AI search engine \u2014 another [Perplexity](/perplexity) alternative in an already-crowded market."
   ],
   "status_evidence": [
    "Main content",
    "Review \u00b7 Search",
    "# Genspark",
    "In 2026, it's a legitimately interesting product sitting at the intersection of AI search, agent tools, and content generation."
   ],
   "region_evidence": null,
   "category_evidence": [
    "Main content",
    "Review \u00b7 Search",
    "# Genspark",
    "Genspark entered the AI space in mid-2024 as an AI search engine \u2014 another [Perplexity](/perplexity) alternative in an already-crowded market."
   ]
  },
  {
   "url": "https://justainews.com/ai-compliance/moburst-unveils-answerburst-a-new-sub-brand-to-win-the-ai-search-war",
   "title": "Moburst Unveils Answerburst, a New Sub-Brand Led by Co-Founder Lior Eldan, to Win the AI Search War",
   "published_at": "2026-08-17T15:27:45",
   "engine": "Perplexity",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "# Moburst Unveils Answerburst, a New Sub-Brand, to Win the AI Search War",
    "It also covers **Perplexity** and **Claude**."
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://twstalker.com/Neeva",
   "title": "TwStalker - Twitter Search Web Viewer",
   "published_at": null,
   "engine": "Neeva",
   "launch_year": "2023",
   "status": "discontinued",
   "region": null,
   "category": null,
   "engine_evidence": [
    "We are thrilled to announce [@Neeva](/Neeva) is joining [@SnowflakeDB](/SnowflakeDB).",
    "El nuevo motor de b\u00fasqueda [@Neeva](/Neeva) se desarrolla en Espa\u00f1a para competir con Google y ofrecer a los usuarios unos resultados de b\u00fasqueda en la web honestos: \u201csin seguimiento, sin anuncios y sin enlaces de afiliados\u201d, reza su lema [prnoticias.com/2023/01/24/nee\u2026](https://t.co/cvPzimi6w5)"
   ],
   "launch_year_evidence": [
    "El nuevo motor de b\u00fasqueda [@Neeva](/Neeva) se desarrolla en Espa\u00f1a para competir con Google y ofrecer a los usuarios unos resultados de b\u00fasqueda en la web honestos: \u201csin seguimiento, sin anuncios y sin enlaces de afiliados\u201d, reza su lema [prnoticias.com/2023/01/24/nee\u2026](https://t.co/cvPzimi6w5)"
   ],
   "status_evidence": [
    "While consumer search is ending, the search and LLM journey continues in the enterprise space.",
    "It is with heavy hearts we announce [neeva.com](https://t.co/aZwoDBEZq0) will shut down over the next few weeks."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://twstalker.com/Neeva",
   "title": "TwStalker - Twitter Search Web Viewer",
   "published_at": null,
   "engine": "Neeva Gist",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "Planning to watch [@theFlash](/theFlash) in theaters this summer?!",
    "Get the latest about the upcoming movie on [@Neeva](/Neeva) Gist, including: \ud83d\uddd3\ufe0f Release date \ud83c\udf7f Plot details \ud83c\udfa5 Trailers \ud83e\uddb8 Cast + more!"
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "The NBA Playoffs are in full swing!",
    "Use the Gist app (in open beta) to get the latest: \ud83d\udcc8 Game stats \ud83d\uddde\ufe0f Team news \ud83d\udcc5 Schedule times + more!"
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://crowdo.net/blog/best-search-engines",
   "title": "15 Best Search Engines in 2026 (Google Alternatives)",
   "published_at": "2022-12-12T13:12:21",
   "engine": "ChatGPT Search",
   "launch_year": null,
   "status": "Broadly available",
   "region": null,
   "category": null,
   "engine_evidence": [
    "Search in 2026 is not just a contest between Google and a few privacy-focused alternatives.",
    "## **Best search engines 2026: Quick comparison**",
    "| **Engine** | **Best for** | **Privacy stance** | **AI answers** | **Index model** | **Pricing** | **Current status** |",
    "| ChatGPT Search | Conversational web answers | Depends on ChatGPT usage/settings | Strong | Web-search answer engine | Free + paid plans | Broadly available |"
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "Search in 2026 is not just a contest between Google and a few privacy-focused alternatives.",
    "## **Best search engines 2026: Quick comparison**",
    "| **Engine** | **Best for** | **Privacy stance** | **AI answers** | **Index model** | **Pricing** | **Current status** |",
    "| ChatGPT Search | Conversational web answers | Depends on ChatGPT usage/settings | Strong | Web-search answer engine | Free + paid plans | Broadly available |"
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://crowdo.net/blog/best-search-engines",
   "title": "15 Best Search Engines in 2026 (Google Alternatives)",
   "published_at": "2022-12-12T13:12:21",
   "engine": "Perplexity",
   "launch_year": null,
   "status": "Fast-growing research tool",
   "region": null,
   "category": null,
   "engine_evidence": [
    "Search in 2026 is not just a contest between Google and a few privacy-focused alternatives.",
    "## **Best search engines 2026: Quick comparison**",
    "| **Engine** | **Best for** | **Privacy stance** | **AI answers** | **Index model** | **Pricing** | **Current status** |",
    "| Perplexity | Fast cited research | Better source visibility than classic SERPs, but not privacy-first | Strong | Answer engine with web retrieval | Freemium | Fast-growing research tool |"
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "Search in 2026 is not just a contest between Google and a few privacy-focused alternatives.",
    "## **Best search engines 2026: Quick comparison**",
    "| **Engine** | **Best for** | **Privacy stance** | **AI answers** | **Index model** | **Pricing** | **Current status** |",
    "| Perplexity | Fast cited research | Better source visibility than classic SERPs, but not privacy-first | Strong | Answer engine with web retrieval | Freemium | Fast-growing research tool |"
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://crowdo.net/blog/best-search-engines",
   "title": "15 Best Search Engines in 2026 (Google Alternatives)",
   "published_at": "2022-12-12T13:12:21",
   "engine": "Google AI Mode",
   "launch_year": null,
   "status": "Huge reach, especially in Google\u2019s ecosystem",
   "region": null,
   "category": null,
   "engine_evidence": [
    "Search in 2026 is not just a contest between Google and a few privacy-focused alternatives.",
    "## **Best search engines 2026: Quick comparison**",
    "| **Engine** | **Best for** | **Privacy stance** | **AI answers** | **Index model** | **Pricing** | **Current status** |",
    "| Google AI Mode | Deeper AI-heavy Google workflows | Standard Google privacy model | Strong | Google index | Free where available | Huge reach, especially in Google\u2019s ecosystem |"
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "Search in 2026 is not just a contest between Google and a few privacy-focused alternatives.",
    "## **Best search engines 2026: Quick comparison**",
    "| **Engine** | **Best for** | **Privacy stance** | **AI answers** | **Index model** | **Pricing** | **Current status** |",
    "| Google AI Mode | Deeper AI-heavy Google workflows | Standard Google privacy model | Strong | Google index | Free where available | Huge reach, especially in Google\u2019s ecosystem |"
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://blog.google/products-and-platforms/products/search/search-io-2026",
   "title": "Google Search\u2019s I/O 2026 updates: AI agents and more",
   "published_at": "2026-05-19T17:45:00",
   "engine": "AI Mode",
   "launch_year": "2025",
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "# A new era for AI Search",
    "Just one year after its debut, [AI Mode](https://blog.google/products-and-platforms/products/search/google-search-ai-mode-update/) has surpassed one billion monthly users, with queries [more than doubling every quarter](https://blog.google/innovation-and-ai/sundar-pichai-io-2026) since launch."
   ],
   "launch_year_evidence": [
    "# A new era for AI Search",
    "Just one year after its debut, [AI Mode](https://blog.google/products-and-platforms/products/search/google-search-ai-mode-update/) has surpassed one billion monthly users, with queries [more than doubling every quarter](https://blog.google/innovation-and-ai/sundar-pichai-io-2026) since launch."
   ],
   "status_evidence": [
    "# A new era for AI Search",
    "Just one year after its debut, [AI Mode](https://blog.google/products-and-platforms/products/search/google-search-ai-mode-update/) has surpassed one billion monthly users, with queries [more than doubling every quarter](https://blog.google/innovation-and-ai/sundar-pichai-io-2026) since launch."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://greycoder.com/kagi-assistant-every-major-ai-model-in-one-private-interface",
   "title": "Kagi Assistant: Every Major AI Model in One Private Interface - GreyCoder",
   "published_at": "2026-06-07T15:15:02",
   "engine": "Kagi Quick",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "# Kagi Assistant: Every Major AI Model in One Private Interface",
    "## Kagi Quick & Kagi Research: Agentic AI",
    "Beyond simple chat, Kagi offers two \u201cagentic assistants\u201d that orchestrate multiple tools and sub-models automatically:",
    "| | **Kagi Quick** | **Kagi Research** |"
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://greycoder.com/kagi-assistant-every-major-ai-model-in-one-private-interface",
   "title": "Kagi Assistant: Every Major AI Model in One Private Interface - GreyCoder",
   "published_at": "2026-06-07T15:15:02",
   "engine": "Kagi Research",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "# Kagi Assistant: Every Major AI Model in One Private Interface",
    "## Kagi Quick & Kagi Research: Agentic AI",
    "Beyond simple chat, Kagi offers two \u201cagentic assistants\u201d that orchestrate multiple tools and sub-models automatically:",
    "| | **Kagi Quick** | **Kagi Research** |"
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://genspark.ai/nl/blog/genspark-kill-aisearch",
   "title": "Waarom Ik Ons AI Zoekproduct Met 5 Miljoen Gebruikers Heb Stopgezet?",
   "published_at": null,
   "engine": "Perplexity",
   "launch_year": "2022",
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "Waarom Ik Ons AI Zoekproduct Met 5 Miljoen Gebruikers Heb Stopgezet?",
    "When Perplexity launched in late 2022, it ignited excitement about AI's potential to transform search."
   ],
   "launch_year_evidence": [
    "Waarom Ik Ons AI Zoekproduct Met 5 Miljoen Gebruikers Heb Stopgezet?",
    "When Perplexity launched in late 2022, it ignited excitement about AI's potential to transform search."
   ],
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://natlawreview.com/press-releases/demandnowai-launches-operator-led-seo-and-ai-search-agency-growth-minded",
   "title": "DemandNow.ai Launches Operator-Led SEO and AI Search Agency for Growth-Minded Businesses",
   "published_at": null,
   "engine": "Perplexity",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "DemandNow.ai Launches Operator-Led SEO and AI Search Agency for Growth-Minded Businesses",
    "Instead, customers increasingly get their answers directly from Google's AI Overview, ChatGPT, Perplexity, and Gemini before any link is clicked."
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://subrupt.com/best/ai-research-assistants",
   "title": "Best AI Research Assistant Platforms of 2026",
   "published_at": "2026-05-03T00:00:00",
   "engine": "Andi",
   "launch_year": "2021",
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "## Compare all 7 picks",
    "Andi is the cheap privacy-first AI search alternative for users prioritizing privacy and zero ads.",
    "| #1![](/logos/andi.png?dpl=dpl_Ea5PGrhX5YgLnVEjGiurftVHj7Pi)Andi | 6.8/10 | $5.00/mo | $60.00/yr | Save $120/yr | Free $0 |"
   ],
   "launch_year_evidence": [
    "Andi is the cheap privacy-first AI search alternative for users prioritizing privacy and zero ads.",
    "Founded in 2021, Andi ships free conversational search with no login required and Plus tier for paid features at the cheapest price in the lineup."
   ],
   "status_evidence": [
    "Andi is the cheap privacy-first AI search alternative for users prioritizing privacy and zero ads.",
    "Founded in 2021, Andi ships free conversational search with no login required and Plus tier for paid features at the cheapest price in the lineup."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://subrupt.com/best/ai-research-assistants",
   "title": "Best AI Research Assistant Platforms of 2026",
   "published_at": "2026-05-03T00:00:00",
   "engine": "Consensus",
   "launch_year": "2020",
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "## Compare all 7 picks",
    "Consensus is the scientific paper search tool for researchers wanting to see consensus on specific scientific questions.",
    "| #2![](/logos/consensus.png?dpl=dpl_Ea5PGrhX5YgLnVEjGiurftVHj7Pi)Consensus | 6.1/10 | $11.99/mo | $107.88/yr | Save $36.12/yr | Free $0 |"
   ],
   "launch_year_evidence": [
    "Consensus is the scientific paper search tool for researchers wanting to see consensus on specific scientific questions.",
    "Founded in 2020, Consensus indexes 200M+ papers and uses AI to summarize the scientific consensus across study results."
   ],
   "status_evidence": [
    "Consensus is the scientific paper search tool for researchers wanting to see consensus on specific scientific questions.",
    "Founded in 2020, Consensus indexes 200M+ papers and uses AI to summarize the scientific consensus across study results."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://subrupt.com/best/ai-research-assistants",
   "title": "Best AI Research Assistant Platforms of 2026",
   "published_at": "2026-05-03T00:00:00",
   "engine": "Elicit",
   "launch_year": "2018",
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "## Compare all 7 picks",
    "Elicit is the academic research workflow tool for scholars conducting systematic reviews and paper extraction.",
    "| #3![](/logos/elicit.png?dpl=dpl_Ea5PGrhX5YgLnVEjGiurftVHj7Pi)Elicit | 6.0/10 | $14.00/mo | $144.00/yr | Save $12/yr | Free $0 |"
   ],
   "launch_year_evidence": [
    "Elicit is the academic research workflow tool for scholars conducting systematic reviews and paper extraction.",
    "Founded in San Francisco in 2018 by the Ought Inc. team and backed by Y Combinator and Open Philanthropy, Elicit indexes 125M+ papers and serves the academic research community."
   ],
   "status_evidence": [
    "Elicit is the academic research workflow tool for scholars conducting systematic reviews and paper extraction.",
    "Founded in San Francisco in 2018 by the Ought Inc. team and backed by Y Combinator and Open Philanthropy, Elicit indexes 125M+ papers and serves the academic research community."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://subrupt.com/best/ai-research-assistants",
   "title": "Best AI Research Assistant Platforms of 2026",
   "published_at": "2026-05-03T00:00:00",
   "engine": "Phind",
   "launch_year": "2022",
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "## Compare all 7 picks",
    "Phind is the developer-focused AI research assistant for technical documentation and code search.",
    "| #4![](/logos/phind.png?dpl=dpl_Ea5PGrhX5YgLnVEjGiurftVHj7Pi)Phind | 5.3/10 | $15.00/mo | $180.00/yr | \u2014 | Free $0 |"
   ],
   "launch_year_evidence": [
    "Phind is the developer-focused AI research assistant for technical documentation and code search.",
    "Founded in San Francisco in 2022 and backed by Y Combinator, Phind specializes in developer queries with code-focused answers and VS Code integration."
   ],
   "status_evidence": [
    "Phind is the developer-focused AI research assistant for technical documentation and code search.",
    "Founded in San Francisco in 2022 and backed by Y Combinator, Phind specializes in developer queries with code-focused answers and VS Code integration."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://subrupt.com/best/ai-research-assistants",
   "title": "Best AI Research Assistant Platforms of 2026",
   "published_at": "2026-05-03T00:00:00",
   "engine": "Perplexity",
   "launch_year": "2022",
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "## Compare all 7 picks",
    "Perplexity is the default AI research assistant for most paid researchers.",
    "| #5![](/logos/perplexity.ico?dpl=dpl_Ea5PGrhX5YgLnVEjGiurftVHj7Pi)Perplexity | 5.0/10 | $20.00/mo | $200.00/yr | $60/yr more | Free $0 |"
   ],
   "launch_year_evidence": [
    "Perplexity is the default AI research assistant for most paid researchers.",
    "Founded in San Francisco in 2022 and backed by Sequoia, IVP, and NEA, Perplexity serves about 30 million+ users as of Q4 2024 (largest paid AI search platform)."
   ],
   "status_evidence": [
    "Perplexity is the default AI research assistant for most paid researchers.",
    "Founded in San Francisco in 2022 and backed by Sequoia, IVP, and NEA, Perplexity serves about 30 million+ users as of Q4 2024 (largest paid AI search platform)."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://subrupt.com/best/ai-research-assistants",
   "title": "Best AI Research Assistant Platforms of 2026",
   "published_at": "2026-05-03T00:00:00",
   "engine": "You.com",
   "launch_year": "2020",
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "## Compare all 7 picks",
    "You.com is the general-purpose AI research alternative to Perplexity for users wanting multi-model output comparison plus Genius mode for code and math.",
    "| #6![](/logos/you-com.png?dpl=dpl_Ea5PGrhX5YgLnVEjGiurftVHj7Pi)You.com | 5.0/10 | $20.00/mo | $240.00/yr | $60/yr more | Free $0 |"
   ],
   "launch_year_evidence": [
    "You.com is the general-purpose AI research alternative to Perplexity for users wanting multi-model output comparison plus Genius mode for code and math.",
    "Founded in 2020 and backed by Salesforce Ventures and Day One Ventures, You.com competes with Perplexity in the general AI search space."
   ],
   "status_evidence": [
    "You.com is the general-purpose AI research alternative to Perplexity for users wanting multi-model output comparison plus Genius mode for code and math.",
    "Founded in 2020 and backed by Salesforce Ventures and Day One Ventures, You.com competes with Perplexity in the general AI search space."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://subrupt.com/best/ai-research-assistants",
   "title": "Best AI Research Assistant Platforms of 2026",
   "published_at": "2026-05-03T00:00:00",
   "engine": "Scite.ai",
   "launch_year": "2018",
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "## Compare all 7 picks",
    "Scite.ai is the citation-analysis specialist for researchers evaluating the strength of evidence behind cited papers.",
    "| #7![](/logos/scite.ico?dpl=dpl_Ea5PGrhX5YgLnVEjGiurftVHj7Pi)Scite.ai | 4.2/10 | $25.00/mo | $240.00/yr | $120/yr more | Trial 7-day |"
   ],
   "launch_year_evidence": [
    "Scite.ai is the citation-analysis specialist for researchers evaluating the strength of evidence behind cited papers.",
    "Founded in 2018 and acquired by Research Solutions Inc. in 2023, Scite.ai has built around the Smart Citations feature: showing whether papers cite a given paper supportively or in contrast."
   ],
   "status_evidence": [
    "Scite.ai is the citation-analysis specialist for researchers evaluating the strength of evidence behind cited papers.",
    "Founded in 2018 and acquired by Research Solutions Inc. in 2023, Scite.ai has built around the Smart Citations feature: showing whether papers cite a given paper supportively or in contrast."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://thehomebase.ai/companies/genspark",
   "title": "Genspark: The AI Agentic Engine | Thehomebase",
   "published_at": null,
   "engine": "Genspark",
   "launch_year": "2023",
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "Founded by two former Baidu executives in 2023, this company started with what seemed like yet another AI search engine \u2014 then completely pivoted into something much more ambitious.",
    "At Genspark, we envision a future where the digital realm is transformed by intelligent, unbiased, and deeply insightful AI-driven interactions."
   ],
   "launch_year_evidence": [
    "Founded by two former Baidu executives in 2023, this company started with what seemed like yet another AI search engine \u2014 then completely pivoted into something much more ambitious.",
    "At Genspark, we envision a future where the digital realm is transformed by intelligent, unbiased, and deeply insightful AI-driven interactions."
   ],
   "status_evidence": [
    "At Genspark, we envision a future where the digital realm is transformed by intelligent, unbiased, and deeply insightful AI-driven interactions.",
    "Features\n\nAI-powered search engine generating custom Sparkpages"
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://searchenginejournal.com/neevaai-now-available-worldwide/479222",
   "title": "NeevaAI: Now Available Worldwide",
   "published_at": "2023-02-13T18:29:00",
   "engine": "NeevaAI",
   "launch_year": "2022",
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "# NeevaAI: Now Available Worldwide",
    "NeevaAI combines the capabilities of large language models like ChatGPT with the accuracy and up-to-date information of the Neeva search engine.",
    "NeevaAI is now available in the US, UK, Canada, Germany, France, and Spain."
   ],
   "launch_year_evidence": [
    "# NeevaAI: Now Available Worldwide",
    "The tool was initially launched in a beta version in the US in December 2022 and is now accessible for both Free Basic and Premium users worldwide."
   ],
   "status_evidence": [
    "# NeevaAI: Now Available Worldwide",
    "NeevaAI is now available in the US, UK, Canada, Germany, France, and Spain.",
    "The tool was initially launched in a beta version in the US in December 2022 and is now accessible for both Free Basic and Premium users worldwide."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://techwyse.com/news/ai-search/google-io-2026-search-gemini-flash-information-agents-custom-trackers",
   "title": "Google Overhauls Search With Gemini 3.5 Flash, AI Information Agents, and On-SERP Custom Trackers",
   "published_at": "2026-05-20T13:26:41",
   "engine": "Google Search AI Mode",
   "launch_year": "2025",
   "status": "active",
   "region": "globally",
   "category": "AI search",
   "engine_evidence": [
    "Google Overhauls Search With Gemini 3.5 Flash, AI Information Agents, and On-SERP Custom Trackers",
    "Google Search now operates on a new underlying model and introduces two agentic capabilities that allow subscribers to monitor the web continuously and build persistent, task-specific tools directly within search results."
   ],
   "launch_year_evidence": [
    "Google Overhauls Search With Gemini 3.5 Flash, AI Information Agents, and On-SERP Custom Trackers",
    "Just one year after its debut, AI Mode has surpassed one billion monthly users, with queries more than doubling every quarter since launch."
   ],
   "status_evidence": [
    "Google Overhauls Search With Gemini 3.5 Flash, AI Information Agents, and On-SERP Custom Trackers",
    "Google Search now operates on a new underlying model and introduces two agentic capabilities that allow subscribers to monitor the web continuously and build persistent, task-specific tools directly within search results."
   ],
   "region_evidence": [
    "Google Overhauls Search With Gemini 3.5 Flash, AI Information Agents, and On-SERP Custom Trackers",
    "As of May 19, [Google upgraded Search with Gemini 3.5 Flash](https://9to5google.com/2026/05/19/google-io-2026-news/) as the new default model in AI Mode for all users globally."
   ],
   "category_evidence": [
    "Google Overhauls Search With Gemini 3.5 Flash, AI Information Agents, and On-SERP Custom Trackers",
    "As of May 19, [Google upgraded Search with Gemini 3.5 Flash](https://9to5google.com/2026/05/19/google-io-2026-news/) as the new default model in AI Mode for all users globally."
   ]
  },
  {
   "url": "https://medium.com/@arnaud.gelas/ai-powered-search-engines-the-future-of-information-retrieval-7532c38182e0",
   "title": "AI-Powered Search Engines: The Future of Information Retrieval?",
   "published_at": "2024-01-09T08:00:53",
   "engine": "perplexity.ai",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "# AI-Powered Search Engines: The Future of Information Retrieval?",
    "In this article, we\u2019ll explore five AI-powered search engines that are worth your attention:",
    "[perplexity.ai](https://www.perplexity.ai/)"
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "# AI-Powered Search Engines: The Future of Information Retrieval?",
    "In this article, we\u2019ll explore five AI-powered search engines that are worth your attention:",
    "[perplexity.ai](https://www.perplexity.ai/)"
   ],
   "region_evidence": null,
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  },
  {
   "url": "https://medium.com/@arnaud.gelas/ai-powered-search-engines-the-future-of-information-retrieval-7532c38182e0",
   "title": "AI-Powered Search Engines: The Future of Information Retrieval?",
   "published_at": "2024-01-09T08:00:53",
   "engine": "phind",
   "launch_year": null,
   "status": "active",
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   "category": null,
   "engine_evidence": [
    "# AI-Powered Search Engines: The Future of Information Retrieval?",
    "In this article, we\u2019ll explore five AI-powered search engines that are worth your attention:",
    "- [phind](https://www.phind.com/)"
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "# AI-Powered Search Engines: The Future of Information Retrieval?",
    "In this article, we\u2019ll explore five AI-powered search engines that are worth your attention:",
    "- [phind](https://www.phind.com/)"
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://medium.com/@arnaud.gelas/ai-powered-search-engines-the-future-of-information-retrieval-7532c38182e0",
   "title": "AI-Powered Search Engines: The Future of Information Retrieval?",
   "published_at": "2024-01-09T08:00:53",
   "engine": "you.com",
   "launch_year": null,
   "status": "active",
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   "category": null,
   "engine_evidence": [
    "# AI-Powered Search Engines: The Future of Information Retrieval?",
    "In this article, we\u2019ll explore five AI-powered search engines that are worth your attention:",
    "- [you.com](https://you.com/)"
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "# AI-Powered Search Engines: The Future of Information Retrieval?",
    "In this article, we\u2019ll explore five AI-powered search engines that are worth your attention:",
    "- [you.com](https://you.com/)"
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://medium.com/@arnaud.gelas/ai-powered-search-engines-the-future-of-information-retrieval-7532c38182e0",
   "title": "AI-Powered Search Engines: The Future of Information Retrieval?",
   "published_at": "2024-01-09T08:00:53",
   "engine": "metaphor",
   "launch_year": null,
   "status": "active",
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   "category": null,
   "engine_evidence": [
    "# AI-Powered Search Engines: The Future of Information Retrieval?",
    "In this article, we\u2019ll explore five AI-powered search engines that are worth your attention:",
    "- [metaphor](https://search.metaphor.systems)"
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "# AI-Powered Search Engines: The Future of Information Retrieval?",
    "In this article, we\u2019ll explore five AI-powered search engines that are worth your attention:",
    "- [metaphor](https://search.metaphor.systems)"
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  },
  {
   "url": "https://medium.com/@arnaud.gelas/ai-powered-search-engines-the-future-of-information-retrieval-7532c38182e0",
   "title": "AI-Powered Search Engines: The Future of Information Retrieval?",
   "published_at": "2024-01-09T08:00:53",
   "engine": "andi",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "# AI-Powered Search Engines: The Future of Information Retrieval?",
    "In this article, we\u2019ll explore five AI-powered search engines that are worth your attention:",
    "- [andi](https://andisearch.com/)"
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "# AI-Powered Search Engines: The Future of Information Retrieval?",
    "In this article, we\u2019ll explore five AI-powered search engines that are worth your attention:",
    "- [andi](https://andisearch.com/)"
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://web.archive.org/web/20250101003803/https:/kagi.com",
   "title": "Kagi Search - A Premium Search Engine",
   "published_at": null,
   "engine": "FastGPT",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "# Liberate your search",
    "### FastGPT",
    "FastGPT\n\nWhen you need answers NOW."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "# Liberate your search",
    "### FastGPT",
    "FastGPT\n\nWhen you need answers NOW."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://aitoolpick.org/alternatives/exa",
   "title": "Best Exa Alternatives in 2026",
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   "engine": "Perplexity AI",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "# Best Exa Alternatives",
    "55 tools that can replace or complement Exa",
    "| ![](/icons/perplexity.png)[Perplexity AI](/alternatives/perplexity/) | \u2713 Yes | Free / $20+ | \u2605 4.5 |",
    "### Perplexity AI",
    "AI-powered search engine with cited answers."
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://aitoolpick.org/alternatives/exa",
   "title": "Best Exa Alternatives in 2026",
   "published_at": null,
   "engine": "You.com",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "# Best Exa Alternatives",
    "55 tools that can replace or complement Exa",
    "| ![](/icons/you-com.png)[You.com](/alternatives/you-com/) | \u2713 Yes | Free / $15+ | \u2605 4.2 |",
    "AI-powered search engine with conversational interface, code generation, and multi-modal capabilities."
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://aitoolpick.org/alternatives/exa",
   "title": "Best Exa Alternatives in 2026",
   "published_at": null,
   "engine": "Elicit",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "# Best Exa Alternatives",
    "55 tools that can replace or complement Exa",
    "| ![](/icons/elicit.png)[Elicit](/alternatives/elicit/) | \u2713 Yes | Free / $10+ | \u2605 4.5 |",
    "AI research assistant that finds, summarizes, and extracts data from academic papers."
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://aitoolpick.org/alternatives/exa",
   "title": "Best Exa Alternatives in 2026",
   "published_at": null,
   "engine": "Grok",
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   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "# Best Exa Alternatives",
    "55 tools that can replace or complement Exa",
    "| ![](/icons/grok.png)[Grok](/alternatives/grok/) | \u2713 Yes | Free / $22+ | \u2605 4 |",
    "xAI's AI chatbot with real-time access to X (Twitter) posts, news, and web search with an unfiltered conversational style."
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://aitoolpick.org/alternatives/exa",
   "title": "Best Exa Alternatives in 2026",
   "published_at": null,
   "engine": "Andi",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "# Best Exa Alternatives",
    "55 tools that can replace or complement Exa",
    "| [Andi](/alternatives/andi-search/) | \u2713 Yes | Free | \u2605 3.9 |",
    "Ad-free, privacy-focused search engine with AI summaries and customizable results."
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://aitoolpick.org/alternatives/exa",
   "title": "Best Exa Alternatives in 2026",
   "published_at": null,
   "engine": "Tavily",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "# Best Exa Alternatives",
    "55 tools that can replace or complement Exa",
    "| [Tavily](/alternatives/tavily/) | \u2713 Yes | Free / $50+ | \u2605 4.3 |",
    "Search API built specifically for AI agents and LLM applications, providing optimized search results with content extraction for retrieval-augmented generation."
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://aitoolpick.org/alternatives/exa",
   "title": "Best Exa Alternatives in 2026",
   "published_at": null,
   "engine": "Consensus",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "# Best Exa Alternatives",
    "55 tools that can replace or complement Exa",
    "| [Consensus](/alternatives/consensus/) | \u2713 Yes | Free / $8.99+ | \u2605 4.4 |",
    "AI-powered academic search engine that finds and synthesizes answers from peer-reviewed scientific papers, providing evidence-based responses with citations."
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://aitoolpick.org/alternatives/exa",
   "title": "Best Exa Alternatives in 2026",
   "published_at": null,
   "engine": "Scite",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "# Best Exa Alternatives",
    "55 tools that can replace or complement Exa",
    "| [Scite](/alternatives/scite/) | \u2713 Yes | Free / $15+ | \u2605 4.3 |",
    "Smart citation platform that uses AI to analyze how papers cite each other, helping researchers evaluate whether evidence supports or contrasts scientific claims."
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://aitoolpick.org/alternatives/exa",
   "title": "Best Exa Alternatives in 2026",
   "published_at": null,
   "engine": "Semantic Scholar",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "# Best Exa Alternatives",
    "55 tools that can replace or complement Exa",
    "| [Semantic Scholar](/alternatives/semantic-scholar/) | \u2713 Yes | Free | \u2605 4.4 |",
    "### Semantic Scholar",
    "AI-powered research tool by Allen Institute for AI that helps scholars find relevant papers using semantic understanding, with TLDR summaries and citation analysis."
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://aitoolpick.org/alternatives/exa",
   "title": "Best Exa Alternatives in 2026",
   "published_at": null,
   "engine": "Casetext (CoCounsel)",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "# Best Exa Alternatives",
    "55 tools that can replace or complement Exa",
    "| ![](/icons/casetext.png)[Casetext (CoCounsel)](/alternatives/casetext/) | \u2717 No | $110+ | \u2605 4.5 |",
    "### Casetext (CoCounsel)",
    "AI-powered legal research platform with CoCounsel AI assistant for lawyers."
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://aitoolpick.org/alternatives/exa",
   "title": "Best Exa Alternatives in 2026",
   "published_at": null,
   "engine": "Phind",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "# Best Exa Alternatives",
    "55 tools that can replace or complement Exa",
    "| ![](/icons/phind.png)[Phind](/alternatives/phind/) | \u2713 Yes | Free / $17+ | \u2605 4.3 |",
    "AI search engine designed for developers with code-aware answers and citations."
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://aitoolpick.org/alternatives/exa",
   "title": "Best Exa Alternatives in 2026",
   "published_at": null,
   "engine": "Perplexity",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "# Best Exa Alternatives",
    "55 tools that can replace or complement Exa",
    "| [Perplexity](/alternatives/perplexity-ai/) | \u2713 Yes | Free / $20+ | \u2605 4.6 |",
    "AI-powered answer engine that provides cited, up-to-date answers by searching the web in real-time with multiple AI models and source verification."
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://lillytechsystems.com/ai-tools/arc-search-dia/dia-skills.html",
   "title": "Dia Skills - Arc Search / Dia",
   "published_at": null,
   "engine": "Arc Search",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "# Dia Skills",
    "A practical guide to dia skills for the arc search / dia tool.",
    "Master Arc Search and Dia (The Browser Company) \u2014 AI-native browsers."
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://lillytechsystems.com/ai-tools/arc-search-dia/dia-skills.html",
   "title": "Dia Skills - Arc Search / Dia",
   "published_at": null,
   "engine": "Dia",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "# Dia Skills",
    "A practical guide to dia skills for the arc search / dia tool.",
    "Master Arc Search and Dia (The Browser Company) \u2014 AI-native browsers."
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://everything-pr.com/the-five-answer-engines-2026-chatgpt-claude-gemini-perplexity-google-ai-overviews-compared",
   "title": "The Five Answer Engines in 2026: ChatGPT, Claude, Gemini, Perplexity, and Google AI Overviews Compared",
   "published_at": "2026-06-17T12:13:00",
   "engine": "ChatGPT",
   "launch_year": "2022",
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "The discovery layer collapsed into five answer engines. ChatGPT, Claude, Gemini, Perplexity, Google AI Overviews. Five proprietary models. Five distinct citation logics. One reality.",
    "1. **ChatGPT** \u2014 OpenAI. The default engine.",
    "| Dimension | ChatGPT | Claude | Gemini | Perplexity | Google AI Overviews |"
   ],
   "launch_year_evidence": [
    "The comparison table",
    "| Dimension | ChatGPT | Claude | Gemini | Perplexity | Google AI Overviews |",
    "| **Launched** | Nov 2022 | 2023 | Bard 2023 \u2192 Gemini 2024 | 2022 | 2024 (formerly SGE) |"
   ],
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://everything-pr.com/the-five-answer-engines-2026-chatgpt-claude-gemini-perplexity-google-ai-overviews-compared",
   "title": "The Five Answer Engines in 2026: ChatGPT, Claude, Gemini, Perplexity, and Google AI Overviews Compared",
   "published_at": "2026-06-17T12:13:00",
   "engine": "Claude",
   "launch_year": "2023",
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "The discovery layer collapsed into five answer engines. ChatGPT, Claude, Gemini, Perplexity, Google AI Overviews. Five proprietary models. Five distinct citation logics. One reality.",
    "2. **Claude** \u2014 Anthropic. The editorial engine.",
    "| Dimension | ChatGPT | Claude | Gemini | Perplexity | Google AI Overviews |"
   ],
   "launch_year_evidence": [
    "The comparison table",
    "| Dimension | ChatGPT | Claude | Gemini | Perplexity | Google AI Overviews |",
    "| **Launched** | Nov 2022 | 2023 | Bard 2023 \u2192 Gemini 2024 | 2022 | 2024 (formerly SGE) |"
   ],
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://everything-pr.com/the-five-answer-engines-2026-chatgpt-claude-gemini-perplexity-google-ai-overviews-compared",
   "title": "The Five Answer Engines in 2026: ChatGPT, Claude, Gemini, Perplexity, and Google AI Overviews Compared",
   "published_at": "2026-06-17T12:13:00",
   "engine": "Gemini",
   "launch_year": "2023",
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "The discovery layer collapsed into five answer engines. ChatGPT, Claude, Gemini, Perplexity, Google AI Overviews. Five proprietary models. Five distinct citation logics. One reality.",
    "3. **Gemini** \u2014 Google. The workspace engine.",
    "| Dimension | ChatGPT | Claude | Gemini | Perplexity | Google AI Overviews |"
   ],
   "launch_year_evidence": [
    "The comparison table",
    "| Dimension | ChatGPT | Claude | Gemini | Perplexity | Google AI Overviews |",
    "| **Launched** | Nov 2022 | 2023 | Bard 2023 \u2192 Gemini 2024 | 2022 | 2024 (formerly SGE) |"
   ],
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://everything-pr.com/the-five-answer-engines-2026-chatgpt-claude-gemini-perplexity-google-ai-overviews-compared",
   "title": "The Five Answer Engines in 2026: ChatGPT, Claude, Gemini, Perplexity, and Google AI Overviews Compared",
   "published_at": "2026-06-17T12:13:00",
   "engine": "Perplexity",
   "launch_year": "2022",
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "The discovery layer collapsed into five answer engines. ChatGPT, Claude, Gemini, Perplexity, Google AI Overviews. Five proprietary models. Five distinct citation logics. One reality.",
    "4. **Perplexity** \u2014 Perplexity AI. The citation engine.",
    "| Dimension | ChatGPT | Claude | Gemini | Perplexity | Google AI Overviews |"
   ],
   "launch_year_evidence": [
    "The comparison table",
    "| Dimension | ChatGPT | Claude | Gemini | Perplexity | Google AI Overviews |",
    "| **Launched** | Nov 2022 | 2023 | Bard 2023 \u2192 Gemini 2024 | 2022 | 2024 (formerly SGE) |"
   ],
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://everything-pr.com/the-five-answer-engines-2026-chatgpt-claude-gemini-perplexity-google-ai-overviews-compared",
   "title": "The Five Answer Engines in 2026: ChatGPT, Claude, Gemini, Perplexity, and Google AI Overviews Compared",
   "published_at": "2026-06-17T12:13:00",
   "engine": "Google AI Overviews",
   "launch_year": "2024",
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "The discovery layer collapsed into five answer engines. ChatGPT, Claude, Gemini, Perplexity, Google AI Overviews. Five proprietary models. Five distinct citation logics. One reality.",
    "5. **Google AI Overviews** \u2014 Google. The search-surface engine.",
    "| Dimension | ChatGPT | Claude | Gemini | Perplexity | Google AI Overviews |"
   ],
   "launch_year_evidence": [
    "The comparison table",
    "| Dimension | ChatGPT | Claude | Gemini | Perplexity | Google AI Overviews |",
    "| **Launched** | Nov 2022 | 2023 | Bard 2023 \u2192 Gemini 2024 | 2022 | 2024 (formerly SGE) |"
   ],
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://thatdevpro.com/insights/framework-multiengine-tradeoffs",
   "title": "Multi-Engine Trade-offs: when Google and AI engine optimization diverge",
   "published_at": "2026-05-23T00:00:00",
   "engine": "Google AI Overviews",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "SEO & AI Engine Optimization Framework \u00b7 May 2026",
    "The companion frameworks in this library cover each engine in depth: Google AI Overviews and AI Mode, OpenAI's ChatGPT Search family, Perplexity's Search and Pages and Spaces and Comet, and the broader AI citation surface spanning Claude, Bing Copilot, Gemini, Grok, and Meta AI.",
    "**Google AI Overviews** (AIO)."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "SEO & AI Engine Optimization Framework \u00b7 May 2026",
    "The generative summary appearing above organic results on approximately 48 percent of all Google searches in Q1 2026 per multiple 2026 statistics aggregations."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://thatdevpro.com/insights/framework-multiengine-tradeoffs",
   "title": "Multi-Engine Trade-offs: when Google and AI engine optimization diverge",
   "published_at": "2026-05-23T00:00:00",
   "engine": "Google AI Mode",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "SEO & AI Engine Optimization Framework \u00b7 May 2026",
    "The companion frameworks in this library cover each engine in depth: Google AI Overviews and AI Mode, OpenAI's ChatGPT Search family, Perplexity's Search and Pages and Spaces and Comet, and the broader AI citation surface spanning Claude, Bing Copilot, Gemini, Grok, and Meta AI.",
    "Google AI Mode."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "SEO & AI Engine Optimization Framework \u00b7 May 2026",
    "The standalone conversational tab in Google search, also Gemini 3 Pro since January 27, 2026."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://thatdevpro.com/insights/framework-multiengine-tradeoffs",
   "title": "Multi-Engine Trade-offs: when Google and AI engine optimization diverge",
   "published_at": "2026-05-23T00:00:00",
   "engine": "ChatGPT Search",
   "launch_year": "2024",
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "SEO & AI Engine Optimization Framework \u00b7 May 2026",
    "The companion frameworks in this library cover each engine in depth: Google AI Overviews and AI Mode, OpenAI's ChatGPT Search family, Perplexity's Search and Pages and Spaces and Comet, and the broader AI citation surface spanning Claude, Bing Copilot, Gemini, Grok, and Meta AI.",
    "ChatGPT Search"
   ],
   "launch_year_evidence": [
    "SEO & AI Engine Optimization Framework \u00b7 May 2026",
    "The browsing capability inside ChatGPT (launched October 31, 2024 per OpenAI's announcement; ChatGPT itself reached approximately 800 million weekly active users in October 2025 per Sam Altman's TechCrunch interview and 900 million weekly by February 2026 per the TechCrunch update)."
   ],
   "status_evidence": [
    "SEO & AI Engine Optimization Framework \u00b7 May 2026",
    "The browsing capability inside ChatGPT (launched October 31, 2024 per OpenAI's announcement; ChatGPT itself reached approximately 800 million weekly active users in October 2025 per Sam Altman's TechCrunch interview and 900 million weekly by February 2026 per the TechCrunch update)."
   ],
   "region_evidence": null,
   "category_evidence": null
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  {
   "url": "https://thatdevpro.com/insights/framework-multiengine-tradeoffs",
   "title": "Multi-Engine Trade-offs: when Google and AI engine optimization diverge",
   "published_at": "2026-05-23T00:00:00",
   "engine": "Perplexity",
   "launch_year": "2022",
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "SEO & AI Engine Optimization Framework \u00b7 May 2026",
    "The companion frameworks in this library cover each engine in depth: Google AI Overviews and AI Mode, OpenAI's ChatGPT Search family, Perplexity's Search and Pages and Spaces and Comet, and the broader AI citation surface spanning Claude, Bing Copilot, Gemini, Grok, and Meta AI.",
    "Perplexity."
   ],
   "launch_year_evidence": [
    "SEO & AI Engine Optimization Framework \u00b7 May 2026",
    "The answer engine with prominent inline citation display (launched December 7, 2022 per Wikipedia)."
   ],
   "status_evidence": [
    "SEO & AI Engine Optimization Framework \u00b7 May 2026",
    "The answer engine with prominent inline citation display (launched December 7, 2022 per Wikipedia)."
   ],
   "region_evidence": null,
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  {
   "url": "https://thatdevpro.com/insights/framework-multiengine-tradeoffs",
   "title": "Multi-Engine Trade-offs: when Google and AI engine optimization diverge",
   "published_at": "2026-05-23T00:00:00",
   "engine": "Claude with web search",
   "launch_year": null,
   "status": "active",
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   "category": null,
   "engine_evidence": [
    "SEO & AI Engine Optimization Framework \u00b7 May 2026",
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    "Claude with web search."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "SEO & AI Engine Optimization Framework \u00b7 May 2026",
    "Claude.ai's web search and web fetch integration, with citations inline per Anthropic's documentation."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://thatdevpro.com/insights/framework-multiengine-tradeoffs",
   "title": "Multi-Engine Trade-offs: when Google and AI engine optimization diverge",
   "published_at": "2026-05-23T00:00:00",
   "engine": "Bing Copilot",
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   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "SEO & AI Engine Optimization Framework \u00b7 May 2026",
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    "Bing Copilot,"
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "SEO & AI Engine Optimization Framework \u00b7 May 2026",
    "Microsoft's Copilot in Bing chat, Edge, and Windows."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://thatdevpro.com/insights/framework-multiengine-tradeoffs",
   "title": "Multi-Engine Trade-offs: when Google and AI engine optimization diverge",
   "published_at": "2026-05-23T00:00:00",
   "engine": "Meta AI",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "SEO & AI Engine Optimization Framework \u00b7 May 2026",
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    "Meta AI."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "SEO & AI Engine Optimization Framework \u00b7 May 2026",
    "Meta's assistant inside Facebook, Instagram, WhatsApp, and Threads."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://thatdevpro.com/insights/framework-multiengine-tradeoffs",
   "title": "Multi-Engine Trade-offs: when Google and AI engine optimization diverge",
   "published_at": "2026-05-23T00:00:00",
   "engine": "Grok",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "SEO & AI Engine Optimization Framework \u00b7 May 2026",
    "The companion frameworks in this library cover each engine in depth: Google AI Overviews and AI Mode, OpenAI's ChatGPT Search family, Perplexity's Search and Pages and Spaces and Comet, and the broader AI citation surface spanning Claude, Bing Copilot, Gemini, Grok, and Meta AI.",
    "Grok,"
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "SEO & AI Engine Optimization Framework \u00b7 May 2026",
    "xAI's Grok inside X (Twitter)."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://staquest.com/tools/andi-search",
   "title": "Andi Review, Pricing & Alternatives (2026) | Staquest",
   "published_at": null,
   "engine": "Andi",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "Andi Review, Pricing & Alternatives (2026) | Staquest",
    "Andi is an AI-powered search engine designed to replace traditional link-based results with direct, conversational answers."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "Andi Review, Pricing & Alternatives (2026) | Staquest",
    "Andi currently operates as a free, ad-free search tool, positioning itself as a privacy-centric alternative to traditional search engines without requiring a subscription."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://staquest.com/tools/andi-search",
   "title": "Andi Review, Pricing & Alternatives (2026) | Staquest",
   "published_at": null,
   "engine": "Perplexity",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "AI Alternatives to Andi",
    "AI-driven search engine that provides direct, cited answers to general queries as a conversational alternative to traditional search."
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
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  {
   "url": "https://staquest.com/tools/andi-search",
   "title": "Andi Review, Pricing & Alternatives (2026) | Staquest",
   "published_at": null,
   "engine": "You.com",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "AI Alternatives to Andi",
    "Conversational AI search engine and assistant that offers direct answers, web chat, and specialized search modes."
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://staquest.com/tools/andi-search",
   "title": "Andi Review, Pricing & Alternatives (2026) | Staquest",
   "published_at": null,
   "engine": "Phind",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "AI Alternatives to Andi",
    "AI-powered search engine optimized for technical queries and developers, providing direct answers and code solutions."
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://staquest.com/tools/andi-search",
   "title": "Andi Review, Pricing & Alternatives (2026) | Staquest",
   "published_at": null,
   "engine": "Tavily",
   "launch_year": null,
   "status": "Active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "Similar Tools",
    "Search API built for AI agents and RAG."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "Similar Tools",
    "Search API built for AI agents and RAG.",
    "Active"
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://staquest.com/tools/andi-search",
   "title": "Andi Review, Pricing & Alternatives (2026) | Staquest",
   "published_at": null,
   "engine": "Writesonic Chatsonic",
   "launch_year": null,
   "status": "Stable",
   "region": null,
   "category": null,
   "engine_evidence": [
    "Similar Tools",
    "AI chatbot with real-time web search and images."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "Similar Tools",
    "AI chatbot with real-time web search and images.",
    "Stable"
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://staquest.com/tools/andi-search",
   "title": "Andi Review, Pricing & Alternatives (2026) | Staquest",
   "published_at": null,
   "engine": "Kunlun Wanwei Tiangong",
   "launch_year": null,
   "status": "Stable",
   "region": null,
   "category": null,
   "engine_evidence": [
    "Similar Tools",
    "Chinese search-enhanced AI assistant by Kunlun."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "Similar Tools",
    "Chinese search-enhanced AI assistant by Kunlun.",
    "Stable"
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://agentscamp.com/guides/comparisons/exa-vs-tavily",
   "title": "Exa vs Tavily: Web Search APIs for AI Agents (2026)",
   "published_at": "2026-06-17T00:00:00",
   "engine": "Exa",
   "launch_year": null,
   "status": "Independent",
   "region": null,
   "category": null,
   "engine_evidence": [
    "# Exa vs Tavily: Web Search APIs for AI Agents (2026)",
    "Exa vs Tavily compared \u2014 neural semantic discovery vs agent-optimized RAG answers, pricing, MCP support, and which web search API fits your stack.",
    "Job-to-be-done decides it.",
    "Exa is a neural, embeddings-based search engine \u2014 find pages by meaning, then fetch full content; great for discovery and research."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "# Exa vs Tavily: Web Search APIs for AI Agents (2026)",
    "Exa vs Tavily compared \u2014 neural semantic discovery vs agent-optimized RAG answers, pricing, MCP support, and which web search API fits your stack.",
    "Company status diverges: Exa is independent; Tavily agreed in Feb 2026 to be acquired by Nebius Group for ~$275M (API and data policies unchanged for now)."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://agentscamp.com/guides/comparisons/exa-vs-tavily",
   "title": "Exa vs Tavily: Web Search APIs for AI Agents (2026)",
   "published_at": "2026-06-17T00:00:00",
   "engine": "Tavily",
   "launch_year": null,
   "status": "Agreed Feb 2026 acquisition by Nebius",
   "region": null,
   "category": null,
   "engine_evidence": [
    "# Exa vs Tavily: Web Search APIs for AI Agents (2026)",
    "Exa vs Tavily compared \u2014 neural semantic discovery vs agent-optimized RAG answers, pricing, MCP support, and which web search API fits your stack.",
    "Job-to-be-done decides it.",
    "Tavily is a search API purpose-built for agents and RAG \u2014 it returns ranked, extracted, answer-ready content in one call."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "# Exa vs Tavily: Web Search APIs for AI Agents (2026)",
    "Exa vs Tavily compared \u2014 neural semantic discovery vs agent-optimized RAG answers, pricing, MCP support, and which web search API fits your stack.",
    "Dimension by dimension",
    "| | Exa | Tavily |",
    "| Company status | Independent | Agreed Feb 2026 acquisition by Nebius (~$275M) |"
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://aisosystem.com/en/resources/ai-visibility-by-platform",
   "title": "AI Visibility by Platform: The Complete Multi-LLM Guide",
   "published_at": null,
   "engine": "Perplexity",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "## Comparison of the 10 major AI platforms",
    "| Perplexity | Perplexity AI | Answer engine | Always, with links | Yes (native) |",
    "- **[How to Rank on Perplexity](/resources/how-to-rank-on-perplexity)**: the answer engine that always cites its sources"
   ],
   "launch_year_evidence": null,
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  },
  {
   "url": "https://aisosystem.com/en/resources/ai-visibility-by-platform",
   "title": "AI Visibility by Platform: The Complete Multi-LLM Guide",
   "published_at": null,
   "engine": "SearchGPT",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "## Comparison of the 10 major AI platforms",
    "| SearchGPT | OpenAI | AI search engine | Always, with links | Yes (native) |",
    "- **[How to Rank on SearchGPT](/resources/how-to-rank-on-searchgpt)**: OpenAI's search engine"
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
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  },
  {
   "url": "https://cybersecuritynews.com/google-alternative/amp",
   "title": "Top 10 Best Google Alternatives In 2026",
   "published_at": "2026-01-05T10:53:00",
   "engine": "Bing",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "This comprehensive guide spotlights the **top 10 Google alternatives for 2026**.",
    "## **1. Bing**",
    "In 2026, Bing is an AI-driven powerhouse, integrating Copilot for conversational queries and DALL-E for image generation."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "This comprehensive guide spotlights the **top 10 Google alternatives for 2026**.",
    "## **1. Bing**",
    "In 2026, Bing is an AI-driven powerhouse, integrating Copilot for conversational queries and DALL-E for image generation."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://cybersecuritynews.com/google-alternative/amp",
   "title": "Top 10 Best Google Alternatives In 2026",
   "published_at": "2026-01-05T10:53:00",
   "engine": "Brave Search",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "This comprehensive guide spotlights the **top 10 Google alternatives for 2026**.",
    "## **3. Brave Search**",
    "In 2026, it stands out for its independent search index and innovative \u201cGoggles\u201d feature, which lets users customize and filter results based on their own preferences."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "This comprehensive guide spotlights the **top 10 Google alternatives for 2026**.",
    "## **3. Brave Search**",
    "In 2026, it stands out for its independent search index and innovative \u201cGoggles\u201d feature, which lets users customize and filter results based on their own preferences."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://cybersecuritynews.com/google-alternative/amp",
   "title": "Top 10 Best Google Alternatives In 2026",
   "published_at": "2026-01-05T10:53:00",
   "engine": "Perplexity AI",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "This comprehensive guide spotlights the **top 10 Google alternatives for 2026**.",
    "## **6. Perplexity AI**",
    "Perplexity AI is a next-generation search engine that leverages advanced artificial intelligence to deliver conversational, research-style answers."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "This comprehensive guide spotlights the **top 10 Google alternatives for 2026**.",
    "## **6. Perplexity AI**",
    "Perplexity AI is a next-generation search engine that leverages advanced artificial intelligence to deliver conversational, research-style answers."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://exchangewire.com/blog/2025/09/08/digest-arc-browser-maker-to-be-acquired-apple-prepares-siri-search-tool-while-openai-plans-ai-hiring-platform-smartphones-push-streaming-past-linear-tv-in-germany",
   "title": "Digest: Arc Browser Maker to Be Acquired; Apple Prepares Siri Search Tool while OpenAI Plans AI Hiring Platform; Smartphones Push Streaming Past Linear TV in Germany",
   "published_at": "2025-09-08T08:00:00",
   "engine": "World Knowledge Answers",
   "launch_year": "2026",
   "status": "announced",
   "region": null,
   "category": null,
   "engine_evidence": [
    "Digest: Arc Browser Maker to Be Acquired; Apple Prepares Siri Search Tool while OpenAI Plans AI Hiring Platform; Smartphones Push Streaming Past Linear TV in Germany",
    "Apple prepares Siri search tool; OpenAI plans launch of AI hiring platform",
    "The feature, called World Knowledge Answers, will integrate into Siri."
   ],
   "launch_year_evidence": [
    "Digest: Arc Browser Maker to Be Acquired; Apple Prepares Siri Search Tool while OpenAI Plans AI Hiring Platform; Smartphones Push Streaming Past Linear TV in Germany",
    "Apple prepares Siri search tool; OpenAI plans launch of AI hiring platform",
    "Apple plans to launch an AI-powered search tool next year.",
    "Apple aims to roll out the update in spring as part of a major Siri overhaul, according to people familiar with the matter who asked not to be revealed."
   ],
   "status_evidence": [
    "Digest: Arc Browser Maker to Be Acquired; Apple Prepares Siri Search Tool while OpenAI Plans AI Hiring Platform; Smartphones Push Streaming Past Linear TV in Germany",
    "Apple prepares Siri search tool; OpenAI plans launch of AI hiring platform",
    "Apple plans to launch an AI-powered search tool next year."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://o-mega.ai/articles/google-ai-search-reinvented-the-2026-guide",
   "title": "Google AI Search Reinvented: The 2026 Guide",
   "published_at": "2026-05-20T08:53:56",
   "engine": "Perplexity",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "Google just rebuilt Search from the ground up.",
    "Competitive Landscape: Google vs ChatGPT vs Perplexity",
    "Perplexity occupies the niche between Google and ChatGPT: a purpose-built AI search engine optimized for research and knowledge work."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "Google just rebuilt Search from the ground up.",
    "Competitive Landscape: Google vs ChatGPT vs Perplexity",
    "Perplexity occupies the niche between Google and ChatGPT: a purpose-built AI search engine optimized for research and knowledge work."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://tech-insider.org/perplexity-vs-chatgpt-2026-2",
   "title": "Perplexity vs ChatGPT 2026: 894M Users, $200 Tier Gap",
   "published_at": "2026-05-13T05:39:30",
   "engine": "Perplexity",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "**Perplexity vs ChatGPT** is the comparison every researcher, developer, and knowledge worker is searching for this spring, and the gap between the two products has never been more strategic.",
    "The AI assistant war has a new front line in 2026, and it is not just about who answers a question faster."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "**Perplexity vs ChatGPT** is the comparison every researcher, developer, and knowledge worker is searching for this spring, and the gap between the two products has never been more strategic.",
    "The AI assistant war has a new front line in 2026, and it is not just about who answers a question faster."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://tech-insider.org/perplexity-vs-chatgpt-2026-2",
   "title": "Perplexity vs ChatGPT 2026: 894M Users, $200 Tier Gap",
   "published_at": "2026-05-13T05:39:30",
   "engine": "ChatGPT",
   "launch_year": null,
   "status": "active",
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   "engine_evidence": [
    "**Perplexity vs ChatGPT** is the comparison every researcher, developer, and knowledge worker is searching for this spring, and the gap between the two products has never been more strategic.",
    "The AI assistant war has a new front line in 2026, and it is not just about who answers a question faster."
   ],
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   "status_evidence": [
    "**Perplexity vs ChatGPT** is the comparison every researcher, developer, and knowledge worker is searching for this spring, and the gap between the two products has never been more strategic.",
    "The AI assistant war has a new front line in 2026, and it is not just about who answers a question faster."
   ],
   "region_evidence": null,
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  },
  {
   "url": "https://powertool.pro/sw/t/kagi-assistant",
   "title": "Kagi Assistant \u2014 Overview & Official Link | Power Tools",
   "published_at": null,
   "engine": "Kagi Assistant",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "# Kagi Assistant",
    "Kagi Assistant is assistant layered on Kagi search with privacy-first positioning."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "# Kagi Assistant",
    "Visit the official URL for signup, pricing, and the latest models\u2014we do not host Kagi Assistant itself."
   ],
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   "engine_evidence": [
    "# Is the Comet Browser Free Now or Do You Need Max?",
    "Since its launch, the ** Perplexity Comet** browser has captivated users with its sleek desktop and mobile interfaces and rich integration with AI-powered tools."
   ],
   "launch_year_evidence": [
    "# Is the Comet Browser Free Now or Do You Need Max?",
    "The ** Comet free since 2025-10-01** claim is based on Perplexity AI\u2019s shift on October 1, 2025, when they launched the free tier full-time."
   ],
   "status_evidence": [
    "# Is the Comet Browser Free Now or Do You Need Max?",
    "Verified on ** 2026-07-10**, the ** Perplexity Comet** browser remains accessible in two pricing tiers: Free and Max."
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  },
  {
   "url": "https://theaijournal.co/2026/06/genspark-4-0-ai-workspace-review",
   "title": "Genspark 4.0 Review: One AI Workspace Kills 5 Subscriptions",
   "published_at": "2026-06-13T17:25:14",
   "engine": "Perplexity Pro",
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   "status": "active",
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   "engine_evidence": [
    "# Genspark 4.0: One AI Workspace Replaces All Your Subscriptions",
    "Perplexity Pro is $20/month for AI search.",
    "| Perplexity Pro | $20 | Citation-accurate search | No content creation, no agents |"
   ],
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   "status_evidence": [
    "# Genspark 4.0: One AI Workspace Replaces All Your Subscriptions",
    "Perplexity Pro is $20/month for AI search.",
    "| Perplexity Pro | $20 | Citation-accurate search | No content creation, no agents |"
   ],
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  },
  {
   "url": "https://einnews.com/pr_news/923310794/demandnow-ai-launches-operator-led-seo-and-ai-search-agency-for-growth-minded-businesses",
   "title": "DemandNow.ai Launches Operator-Led SEO and AI Search Agency for Growth-Minded Businesses",
   "published_at": "2026-07-01T04:42:01",
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   "engine_evidence": [
    "# DemandNow.ai Launches Operator-Led SEO and AI Search Agency for Growth-Minded Businesses",
    "New agency introduces The Answer Architecture methodology to help businesses win across Google search and AI answer engines including ChatGPT and Gemini",
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   ],
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  {
   "url": "https://einnews.com/pr_news/923310794/demandnow-ai-launches-operator-led-seo-and-ai-search-agency-for-growth-minded-businesses",
   "title": "DemandNow.ai Launches Operator-Led SEO and AI Search Agency for Growth-Minded Businesses",
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    "# DemandNow.ai Launches Operator-Led SEO and AI Search Agency for Growth-Minded Businesses",
    "New agency introduces The Answer Architecture methodology to help businesses win across Google search and AI answer engines including ChatGPT and Gemini",
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   "url": "https://einnews.com/pr_news/923310794/demandnow-ai-launches-operator-led-seo-and-ai-search-agency-for-growth-minded-businesses",
   "title": "DemandNow.ai Launches Operator-Led SEO and AI Search Agency for Growth-Minded Businesses",
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   "engine": "Perplexity",
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    "# DemandNow.ai Launches Operator-Led SEO and AI Search Agency for Growth-Minded Businesses",
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  {
   "url": "https://einnews.com/pr_news/923310794/demandnow-ai-launches-operator-led-seo-and-ai-search-agency-for-growth-minded-businesses",
   "title": "DemandNow.ai Launches Operator-Led SEO and AI Search Agency for Growth-Minded Businesses",
   "published_at": "2026-07-01T04:42:01",
   "engine": "Google AI Overview",
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    "# DemandNow.ai Launches Operator-Led SEO and AI Search Agency for Growth-Minded Businesses",
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  },
  {
   "url": "https://cho.sh/FB73DE",
   "title": "Search AI",
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   "status": "active",
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    "Introducing NeevaAI - Neeva Today, we are thrilled to launch NeevaAI - an authentic, real-time AI search officially The introduction of accessible AI, such as the recent explosion of ChatGPT, represents one of the most exciting technological advances since the iPhone First, ChatGPT's output does not include sources or references."
   ],
   "launch_year_evidence": [
    "Bing Chat for All Browsers Information among Data Search in a Latent Space Generative AI wong2/chat-gpt-google-extension: A Chrome extension to show ChatGPT response in Google search results Wolfram Alpha as the Way to Bring Computational Knowledge Superpowers to ChatGPT It's always amazing when things suddenly \"just work\".",
    "Introducing NeevaAI - Neeva Today, we are thrilled to launch NeevaAI - an authentic, real-time AI search officially The introduction of accessible AI, such as the recent explosion of ChatGPT, represents one of the most exciting technological advances since the iPhone First, ChatGPT's output does not include sources or references."
   ],
   "status_evidence": [
    "Bing Chat for All Browsers Information among Data Search in a Latent Space Generative AI wong2/chat-gpt-google-extension: A Chrome extension to show ChatGPT response in Google search results Wolfram Alpha as the Way to Bring Computational Knowledge Superpowers to ChatGPT It's always amazing when things suddenly \"just work\".",
    "Introducing NeevaAI - Neeva Today, we are thrilled to launch NeevaAI - an authentic, real-time AI search officially The introduction of accessible AI, such as the recent explosion of ChatGPT, represents one of the most exciting technological advances since the iPhone First, ChatGPT's output does not include sources or references."
   ],
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  },
  {
   "url": "https://payanimedia.com/insights/citation-economy-aeo-2026",
   "title": "The Citation Economy: How Answer Engine Optimization Replaced Search in 2026",
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   "engine": "Google AI Overviews",
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   "engine_evidence": [
    "The Citation Economy: How Answer Engine Optimization Replaced Search in 2026",
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   ],
   "launch_year_evidence": null,
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  },
  {
   "url": "https://singularitymoments.com/ai-search-2026",
   "title": "AI Search 2026 \u2014 Is Google Dead?",
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   "engine": "Perplexity",
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   "engine_evidence": [
    "| Tool | Speed | Quality | Sources | Free tier |",
    "| Perplexity | Fast | Excellent | Web + academic | Yes (limited) |",
    "Perplexity",
    "Best pure AI search experience."
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
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   "category_evidence": null
  },
  {
   "url": "https://singularitymoments.com/ai-search-2026",
   "title": "AI Search 2026 \u2014 Is Google Dead?",
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   "engine_evidence": [
    "| Tool | Speed | Quality | Sources | Free tier |",
    "| ChatGPT Search | Moderate | Very good | Web (Bing index) | Yes (Oct 2024) |",
    "ChatGPT Search",
    "Launched free in October 2024."
   ],
   "launch_year_evidence": [
    "| Tool | Speed | Quality | Sources | Free tier |",
    "| ChatGPT Search | Moderate | Very good | Web (Bing index) | Yes (Oct 2024) |",
    "ChatGPT Search",
    "Launched free in October 2024."
   ],
   "status_evidence": null,
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  },
  {
   "url": "https://singularitymoments.com/ai-search-2026",
   "title": "AI Search 2026 \u2014 Is Google Dead?",
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   "engine": "Google AI Overviews",
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   "category": null,
   "engine_evidence": [
    "| Tool | Speed | Quality | Sources | Free tier |",
    "| Google AI Overviews | Very fast | Variable | Google index | Always free |",
    "Google AI Overviews",
    "Google's defensive response to AI search competition."
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
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   "category_evidence": null
  },
  {
   "url": "https://singularitymoments.com/ai-search-2026",
   "title": "AI Search 2026 \u2014 Is Google Dead?",
   "published_at": null,
   "engine": "Bing Copilot",
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   "category": null,
   "engine_evidence": [
    "| Tool | Speed | Quality | Sources | Free tier |",
    "| Bing Copilot | Fast | Good | Web (Bing index) | Yes |",
    "Bing Copilot",
    "Microsoft's AI search product powered by GPT-4o."
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
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  },
  {
   "url": "https://lifehacker.com/tech/10-hacks-every-perplexity-user-should-know",
   "title": "10 Hacks Every Perplexity User Should Know",
   "published_at": "2026-06-02T22:30:00",
   "engine": "Perplexity",
   "launch_year": null,
   "status": "active",
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   "category": null,
   "engine_evidence": [
    "These hacks can help you push Perplexity even further.",
    "You probably use Perplexity as a quick answer machine."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "These hacks can help you push Perplexity even further.",
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   ],
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  },
  {
   "url": "https://buaq.net/go-421893.html",
   "title": "Zero-Click IP Leak in a Privacy Search Engine: Indirect Prompt Injection & Silent Patching",
   "published_at": null,
   "engine": "Kagi Search",
   "launch_year": null,
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   "region": null,
   "category": null,
   "engine_evidence": [
    "**How a simple Markdown trick deanonymized users, and why \u201cNot Applicable\u201d sometimes means \u201cWe fixed it quietly.\u201d**",
    "Kagi Search has built a solid and highly respected reputation on one main promise: absolute user privacy.",
    "Zero-Click IP Leak in a Privacy Search Engine: Indirect Prompt Injection & Silent Patching"
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "**How a simple Markdown trick deanonymized users, and why \u201cNot Applicable\u201d sometimes means \u201cWe fixed it quietly.\u201d**",
    "Kagi Search has built a solid and highly respected reputation on one main promise: absolute user privacy.",
    "Zero-Click IP Leak in a Privacy Search Engine: Indirect Prompt Injection & Silent Patching"
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://delta4.io/blog/genspark-ai-review",
   "title": "Genspark AI Review 2026: Hands-On Testing, Pricing & Alternatives",
   "published_at": "2026-08-07T10:03:31",
   "engine": "Sparkpages",
   "launch_year": "2024",
   "status": "active",
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    "Genspark AI Review 2026: Hands-On Testing, Pricing & Alternatives",
    "The company, based in Palo Alto and led by CEO Eric Jing, was founded in 2023 and publicly launched its Sparkpages search product in 2024, cited, structured answer pages instead of a list of links.",
    "**Sparkpages** \u2013 Structured, cited research pages built from multiple sources, Genspark\u2019s original product and still the backbone of its research mode."
   ],
   "launch_year_evidence": [
    "Genspark AI Review 2026: Hands-On Testing, Pricing & Alternatives",
    "The company, based in Palo Alto and led by CEO Eric Jing, was founded in 2023 and publicly launched its Sparkpages search product in 2024, cited, structured answer pages instead of a list of links."
   ],
   "status_evidence": [
    "Genspark AI Review 2026: Hands-On Testing, Pricing & Alternatives",
    "Today Genspark combines AI search, research, content creation, and productivity tools in one platform, part of the broader shift toward [AI agents](https://delta4.io/blog/what-are-ai-agents) that complete tasks instead of just answering questions.",
    "**Sparkpages** \u2013 Structured, cited research pages built from multiple sources, Genspark\u2019s original product and still the backbone of its research mode."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://news.ycombinator.com/item?id=36013783",
   "title": "We will be shutting down neeva.com",
   "published_at": "2023-05-20T17:25:09",
   "engine": "FastGPT",
   "launch_year": null,
   "status": "active",
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   "category": null,
   "engine_evidence": [
    "We already have an experiment called FastGPT:",
    "https://labs.kagi.com/fastgpt"
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "We already have an experiment called FastGPT:",
    "https://labs.kagi.com/fastgpt"
   ],
   "region_evidence": null,
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  },
  {
   "url": "https://digitalpoint.com/members/premiumrise.547568/geo",
   "title": "Search Engine Marketing Industry News",
   "published_at": null,
   "engine": "Copilot Search",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "### [Bing Tests Less Clickable Links In Copilot Search Results](https://www.seroundtable.com/bing-less-clickable-links-41208.html)",
    "Microsoft Bing is testing making the links within the AI results, the Copilot Search results, less clickable."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "### [Bing Tests Less Clickable Links In Copilot Search Results](https://www.seroundtable.com/bing-less-clickable-links-41208.html)",
    "Microsoft Bing is testing making the links within the AI results, the Copilot Search results, less clickable."
   ],
   "region_evidence": null,
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  },
  {
   "url": "https://aeocanon.com/news/perplexity-comet-browser-free-worldwide",
   "title": "Perplexity's Comet Browser Goes Free Worldwide \u2014 and Pays Publishers",
   "published_at": "2026-06-10T00:00:00",
   "engine": "Perplexity's Comet Browser",
   "launch_year": "2025",
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "Platform Updates",
    "# Perplexity's Comet Browser Goes Free Worldwide \u2014 and Pays Publishers",
    "Perplexity made its agentic Comet browser free worldwide and expanded it across every major platform, while a $5/mo Comet Plus tier routes ~80% of revenue to publishers."
   ],
   "launch_year_evidence": [
    "Platform Updates",
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    "Perplexity took Comet \u2014 launched in July 2025 behind a $200/mo Max tier \u2014 and made it free to everyone, then expanded distribution across every major operating system and into Samsung Internet, with a Comet for Enterprise option that deploys through mobile device management."
   ],
   "status_evidence": [
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    "Perplexity took Comet \u2014 launched in July 2025 behind a $200/mo Max tier \u2014 and made it free to everyone, then expanded distribution across every major operating system and into Samsung Internet, with a Comet for Enterprise option that deploys through mobile device management."
   ],
   "region_evidence": null,
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  },
  {
   "url": "https://aitoptrends.com/tools/kagi",
   "title": "Kagi | AI Top Trends",
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   "engine": "Kagi Assistant",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "# Kagi",
    "Key capabilities include ad-free Kagi Search with powerful customization, Kagi Assistant for private access to multiple LLMs (like Claude, GPT, and Gemini) grounded by search results, Orion Browser with built-in ad-blocking and anti-tracking, and tools like Kagi Translate and Universal Summarizer."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "# Kagi",
    "Key capabilities include ad-free Kagi Search with powerful customization, Kagi Assistant for private access to multiple LLMs (like Claude, GPT, and Gemini) grounded by search results, Orion Browser with built-in ad-blocking and anti-tracking, and tools like Kagi Translate and Universal Summarizer."
   ],
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  },
  {
   "url": "https://thisweekinaiengineering.com/p/mistral-le-chat-is-10x-faster-than",
   "title": "Mistral Le Chat is 10X faster than ChatGPT, Perplexity Sonar is out, and new GitHub Copilot AI update - Week #6",
   "published_at": "2025-02-15T17:11:37",
   "engine": "Perplexity Sonar",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "Welcome to the sixth edition of **\"This Week in AI Engineering\"**!",
    "### **Perplexity Sonar: New Search Model with Enhanced Speed and Accuracy**",
    "Perplexity Labs has introduced **[Sonar](https://www.perplexity.ai/hub/blog/meet-new-sonar)**, a new search-optimized model built on the Llama 3.3 70B architecture."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "Welcome to the sixth edition of **\"This Week in AI Engineering\"**!",
    "### **Perplexity Sonar: New Search Model with Enhanced Speed and Accuracy**",
    "Perplexity Labs has introduced **[Sonar](https://www.perplexity.ai/hub/blog/meet-new-sonar)**, a new search-optimized model built on the Llama 3.3 70B architecture."
   ],
   "region_evidence": null,
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  },
  {
   "url": "https://xeber.world/en/article/duckduckgos-no-ai-search-option-sees-30-surge-after-googles-ai-push-336fb8",
   "title": "DuckDuckGo\u2019s 'No AI' Search Option Sees 30% Surge After Google\u2019s AI Push",
   "published_at": "2026-05-27T08:55:00",
   "engine": "intelligent AI-powered Search box",
   "launch_year": null,
   "status": "active",
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   "category": null,
   "engine_evidence": [
    "On **Tuesday, May 19**, Google unveiled a new **\u201cintelligent AI-powered Search box\u201d** at its I/O developer conference."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "On **Tuesday, May 19**, Google unveiled a new **\u201cintelligent AI-powered Search box\u201d** at its I/O developer conference."
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  },
  {
   "url": "https://worldpostreporter.com/article/914708841-spotlight-on-startups-launches-national-aeo-guide-to-close-the-ai-citation-gap",
   "title": "Spotlight on Startups Launches National AEO Guide to Close the AI Citation Gap",
   "published_at": null,
   "engine": "ChatGPT",
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   "engine_evidence": [
    "Spotlight on Startups Launches National AEO Guide to Close the AI Citation Gap",
    "Spotlight on Startups shows Orange County founders how to get cited by ChatGPT, Perplexity, and Google AI \u2014 using the AEO Authority Engine and structured media spotlights.",
    "Spotlight on Startups, an Orange County-based media platform dedicated to founder visibility, has published a comprehensive national guide on Answer Engine Optimization (AEO) \u2014 the emerging discipline of structuring brand expertise so AI platforms like ChatGPT, Perplexity, Google AI Mode, and Gemini cite your business when generating answers for buyers."
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    "Spotlight on Startups Launches National AEO Guide to Close the AI Citation Gap",
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   "url": "https://worldpostreporter.com/article/914708841-spotlight-on-startups-launches-national-aeo-guide-to-close-the-ai-citation-gap",
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    "Spotlight on Startups, an Orange County-based media platform dedicated to founder visibility, has published a comprehensive national guide on Answer Engine Optimization (AEO) \u2014 the emerging discipline of structuring brand expertise so AI platforms like ChatGPT, Perplexity, Google AI Mode, and Gemini cite your business when generating answers for buyers."
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   "url": "https://worldpostreporter.com/article/914708841-spotlight-on-startups-launches-national-aeo-guide-to-close-the-ai-citation-gap",
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   "url": "https://aipedia.wiki/guides/deepseek-alternatives",
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    "Pick **[Perplexity](/tools/perplexity/)** when the missing piece is cited research rather than a cheaper model."
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   "status_evidence": [
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    "Best DeepSeek alternatives in May 2026: ChatGPT for the broadest AI workspace, Claude for long-form reasoning, Cursor for coding, Gemini for Google workflows, Mistral for open-model strategy, and Grok for X-native context."
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   "url": "https://growingbusinessesinthenews.com/article/914708841-spotlight-on-startups-launches-national-aeo-guide-to-close-the-ai-citation-gap",
   "title": "Spotlight on Startups Launches National AEO Guide to Close the AI Citation Gap",
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   "engine_evidence": [
    "Consensus at $9/month and Elicit at $10/month are both purpose-built for peer-reviewed academic research and systematically outperform Perplexity for formal literature reviews.",
    "People look for Perplexity AI alternatives for very specific reasons \u2014 and the best replacement depends almost entirely on what that reason is."
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://perplexityaimagazine.com/perplexity-hub/best-alternative-to-perplexity-ai",
   "title": "What to Use Instead of Perplexity AI in 2026",
   "published_at": "2026-04-16T07:02:20",
   "engine": "Elicit",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "Consensus at $9/month and Elicit at $10/month are both purpose-built for peer-reviewed academic research and systematically outperform Perplexity for formal literature reviews.",
    "People look for Perplexity AI alternatives for very specific reasons \u2014 and the best replacement depends almost entirely on what that reason is."
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://perplexityaimagazine.com/perplexity-hub/best-alternative-to-perplexity-ai",
   "title": "What to Use Instead of Perplexity AI in 2026",
   "published_at": "2026-04-16T07:02:20",
   "engine": "Grok",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "Grok at $8/month via X Premium is the only AI tool with real-time access to the X social graph.",
    "People look for Perplexity AI alternatives for very specific reasons \u2014 and the best replacement depends almost entirely on what that reason is."
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://perplexityaimagazine.com/perplexity-hub/best-alternative-to-perplexity-ai",
   "title": "What to Use Instead of Perplexity AI in 2026",
   "published_at": "2026-04-16T07:02:20",
   "engine": "You.com",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "You.com is the most structurally similar \u2014 a conversational AI search engine with real-time web access, cited answers, and similar pricing at $20/month.",
    "People look for Perplexity AI alternatives for very specific reasons \u2014 and the best replacement depends almost entirely on what that reason is."
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://factually.co/fact-checks/electronics-tech/kagi-vs-brave-search-feature-by-feature-comparison-pricing-2026-cfb1a7",
   "title": "Kagi vs Brave Search: Feature-by-Feature Comparison an...",
   "published_at": null,
   "engine": "Brave Search",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "Executive summary",
    "Kagi and Brave Search are the two leading privacy-first search engines in 2026, but they deliberately target different users: Brave offers a freemium, browser-integrated search with an independent index and optional AI summarization, while Kagi is a paid, power-user product that layers multiple indexes, domain personalization, and advanced tools like Lenses for professional queries"
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "Executive summary",
    "Kagi and Brave Search are the two leading privacy-first search engines in 2026, but they deliberately target different users: Brave offers a freemium, browser-integrated search with an independent index and optional AI summarization, while Kagi is a paid, power-user product that layers multiple indexes, domain personalization, and advanced tools like Lenses for professional queries"
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://factually.co/fact-checks/electronics-tech/kagi-vs-brave-search-feature-by-feature-comparison-pricing-2026-cfb1a7",
   "title": "Kagi vs Brave Search: Feature-by-Feature Comparison an...",
   "published_at": null,
   "engine": "Kagi",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "Executive summary",
    "Kagi and Brave Search are the two leading privacy-first search engines in 2026, but they deliberately target different users: Brave offers a freemium, browser-integrated search with an independent index and optional AI summarization, while Kagi is a paid, power-user product that layers multiple indexes, domain personalization, and advanced tools like Lenses for professional queries"
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "Executive summary",
    "Kagi and Brave Search are the two leading privacy-first search engines in 2026, but they deliberately target different users: Brave offers a freemium, browser-integrated search with an independent index and optional AI summarization, while Kagi is a paid, power-user product that layers multiple indexes, domain personalization, and advanced tools like Lenses for professional queries"
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://felo.ai/blog/tags/live-doc",
   "title": "36 posts tagged with \"LiveDoc\" | Felo Search Blog",
   "published_at": "2026-03-10T11:34:00",
   "engine": "Felo AI Search",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "# 36 posts tagged with \"LiveDoc\"",
    "## [Genspark Alternatives: Why Felo AI Search is the Professional Choice for AI Slides ](/blog/genspark-alternatives-felo-ai/)",
    "Genspark alternatives? Felo AI Search simplifies AI slide generation with brand consistency."
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://felo.ai/blog/tags/live-doc",
   "title": "36 posts tagged with \"LiveDoc\" | Felo Search Blog",
   "published_at": "2026-03-10T11:34:00",
   "engine": "GenSpark",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "# 36 posts tagged with \"LiveDoc\"",
    "## [Genspark Alternatives: Why Felo AI Search is the Professional Choice for AI Slides ](/blog/genspark-alternatives-felo-ai/)",
    "Genspark alternatives? Felo AI Search simplifies AI slide generation with brand consistency."
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://worldadvertisingreport.com/article/926376847-seeresponse-launches-answer-engine-optimization-service-as-ai-chatbots-reshape-how-buyers-search",
   "title": "SeeResponse Launches Answer Engine Optimization Service as AI Chatbots Reshape How Buyers Search",
   "published_at": null,
   "engine": "ChatGPT",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "# SeeResponse Launches Answer Engine Optimization Service as AI Chatbots Reshape How Buyers Search",
    "The B2B growth agency introduces a dedicated practice to help brands get mentioned, cited, and quoted inside ChatGPT, Perplexity, and Google's AI Overviews."
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://worldadvertisingreport.com/article/926376847-seeresponse-launches-answer-engine-optimization-service-as-ai-chatbots-reshape-how-buyers-search",
   "title": "SeeResponse Launches Answer Engine Optimization Service as AI Chatbots Reshape How Buyers Search",
   "published_at": null,
   "engine": "Perplexity",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "# SeeResponse Launches Answer Engine Optimization Service as AI Chatbots Reshape How Buyers Search",
    "The B2B growth agency introduces a dedicated practice to help brands get mentioned, cited, and quoted inside ChatGPT, Perplexity, and Google's AI Overviews."
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://worldadvertisingreport.com/article/926376847-seeresponse-launches-answer-engine-optimization-service-as-ai-chatbots-reshape-how-buyers-search",
   "title": "SeeResponse Launches Answer Engine Optimization Service as AI Chatbots Reshape How Buyers Search",
   "published_at": null,
   "engine": "Google's AI Overviews",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "# SeeResponse Launches Answer Engine Optimization Service as AI Chatbots Reshape How Buyers Search",
    "The B2B growth agency introduces a dedicated practice to help brands get mentioned, cited, and quoted inside ChatGPT, Perplexity, and Google's AI Overviews."
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://eesel.ai/blog/ai-search-engines",
   "title": "I tested the top 5 AI search engines in 2026 (and here's what I found)",
   "published_at": "2026-01-27T00:00:00",
   "engine": "Perplexity",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "In this article, we'll look at the top tools available, each designed for a different kind of task.",
    "Comparison of the top AI search engines",
    "| Perplexity | General research with clear citations | Conversational interface with source-backed answers | Free plan available |",
    "### 2. [Perplexity](https://www.perplexity.ai/)\n\nPerplexity"
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "In this article, we'll look at the top tools available, each designed for a different kind of task.",
    "Comparison of the top AI search engines",
    "| Perplexity | General research with clear citations | Conversational interface with source-backed answers | Free plan available |",
    "### 2. [Perplexity](https://www.perplexity.ai/)\n\nPerplexity"
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://eesel.ai/blog/ai-search-engines",
   "title": "I tested the top 5 AI search engines in 2026 (and here's what I found)",
   "published_at": "2026-01-27T00:00:00",
   "engine": "Google AI",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "In this article, we'll look at the top tools available, each designed for a different kind of task.",
    "Comparison of the top AI search engines",
    "| Google AI | Everyday integrated search | AI Overviews directly in Google search results | Free to use |"
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "In this article, we'll look at the top tools available, each designed for a different kind of task.",
    "Comparison of the top AI search engines",
    "| Google AI | Everyday integrated search | AI Overviews directly in Google search results | Free to use |"
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://eesel.ai/blog/ai-search-engines",
   "title": "I tested the top 5 AI search engines in 2026 (and here's what I found)",
   "published_at": "2026-01-27T00:00:00",
   "engine": "Consensus",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "In this article, we'll look at the top tools available, each designed for a different kind of task.",
    "Comparison of the top AI search engines",
    "| Consensus | Evidence-based academic research | Searches over 250M+ peer-reviewed papers | Free plan available |"
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "In this article, we'll look at the top tools available, each designed for a different kind of task.",
    "Comparison of the top AI search engines",
    "| Consensus | Evidence-based academic research | Searches over 250M+ peer-reviewed papers | Free plan available |"
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://eesel.ai/blog/ai-search-engines",
   "title": "I tested the top 5 AI search engines in 2026 (and here's what I found)",
   "published_at": "2026-01-27T00:00:00",
   "engine": "Komo",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "In this article, we'll look at the top tools available, each designed for a different kind of task.",
    "Comparison of the top AI search engines",
    "| Komo | Exploratory research & building AI agents | \"Playbook\" feature for creating custom AI agents | Not publicly listed |",
    "### 5. [Komo](https://komo.ai/)\n\nKomo"
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "In this article, we'll look at the top tools available, each designed for a different kind of task.",
    "Comparison of the top AI search engines",
    "| Komo | Exploratory research & building AI agents | \"Playbook\" feature for creating custom AI agents | Not publicly listed |",
    "### 5. [Komo](https://komo.ai/)\n\nKomo"
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://9to5google.com/2025/04/02/microsoft-bing-copilot-search-surfaced",
   "title": "Microsoft surfacing Bing\u2019s new Copilot Search mode as it races to beat Google",
   "published_at": "2025-04-02T18:15:00",
   "engine": "Copilot Search",
   "launch_year": "2025",
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "- [Bing](https://9to5google.com/guides/bing/)",
    "# Microsoft surfacing Bing\u2019s new Copilot Search mode as it races to beat Google",
    "Last month Google announced a new \u201cAI Mode\u201d for Search, and now Microsoft has rapidly rolled out \u201cCopilot Search\u201d on Bing, which largely does the same thing."
   ],
   "launch_year_evidence": [
    "- [Bing](https://9to5google.com/guides/bing/)",
    "# Microsoft surfacing Bing\u2019s new Copilot Search mode as it races to beat Google",
    "[First appearing in late February](https://9to5google.com/2025/02/24/microsoft-bing-copilot-search-google-ai-mode/), \u201cCopilot Search\u201d in Bing is a dedicated UI for performing searches that provides answers and results in a focused way using generative AI."
   ],
   "status_evidence": [
    "- [Bing](https://9to5google.com/guides/bing/)",
    "# Microsoft surfacing Bing\u2019s new Copilot Search mode as it races to beat Google",
    "The typical \u201cblue links\u201d are hidden, with an AI summary of your question or search and a list of sources from the web below that."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://9to5google.com/2025/04/02/microsoft-bing-copilot-search-surfaced",
   "title": "Microsoft surfacing Bing\u2019s new Copilot Search mode as it races to beat Google",
   "published_at": "2025-04-02T18:15:00",
   "engine": "AI Mode",
   "launch_year": "2025",
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "- [Bing](https://9to5google.com/guides/bing/)",
    "# Microsoft surfacing Bing\u2019s new Copilot Search mode as it races to beat Google",
    "Last month Google announced a new \u201cAI Mode\u201d for Search, and now Microsoft has rapidly rolled out \u201cCopilot Search\u201d on Bing, which largely does the same thing."
   ],
   "launch_year_evidence": [
    "- [Bing](https://9to5google.com/guides/bing/)",
    "# Microsoft surfacing Bing\u2019s new Copilot Search mode as it races to beat Google",
    "[Google officially announced that feature in early March](https://9to5google.com/2025/03/05/google-search-ai-mode-announcement/) and is testing it with some users, though it\u2019s unclear when it will roll out widely."
   ],
   "status_evidence": [
    "- [Bing](https://9to5google.com/guides/bing/)",
    "# Microsoft surfacing Bing\u2019s new Copilot Search mode as it races to beat Google",
    "[Google officially announced that feature in early March](https://9to5google.com/2025/03/05/google-search-ai-mode-announcement/) and is testing it with some users, though it\u2019s unclear when it will roll out widely."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://ift.tt/0OQWnlj",
   "title": "I tried replacing Google Search with Perplexity Comet. There was a clear winner",
   "published_at": "2026-05-21T11:30:17",
   "engine": "Perplexity",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "Comet changes that because it puts Perplexity's AI search experience directly into the browser.",
    "Rich Hein is a veteran technology journalist with more than two decades covering developer, consumer and enterprise topics.",
    "Comet changes the search workflow"
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "Perplexity is a search engine that harnesses the power of AI to get you the information you need.",
    "Rich Hein is a veteran technology journalist with more than two decades covering developer, consumer and enterprise topics.",
    "Comet changes the search workflow"
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://softsnoop.com/tool/kagi",
   "title": "Kagi - SoftSnoop",
   "published_at": "2026-07-24T20:31:08",
   "engine": "Kagi",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": "AI search",
   "engine_evidence": [
    "## What is Kagi?",
    "Kagi is a paid, ad-free search engine built for people tired of tracking and SEO-cluttered results, pairing zero-ads, privacy-first search with the Kagi Assistant that gives access to 30+ LLMs and a Universal Summarizer for any URL."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "## What is Kagi?",
    "Kagi is a paid, ad-free search engine built for people tired of tracking and SEO-cluttered results, pairing zero-ads, privacy-first search with the Kagi Assistant that gives access to 30+ LLMs and a Universal Summarizer for any URL."
   ],
   "region_evidence": null,
   "category_evidence": [
    "## What is Kagi?",
    "Kagi is a paid, ad-free search engine built for people tired of tracking and SEO-cluttered results, pairing zero-ads, privacy-first search with the Kagi Assistant that gives access to 30+ LLMs and a Universal Summarizer for any URL."
   ]
  },
  {
   "url": "https://felloai.com/it/what-is-genspark-ai",
   "title": "What Is Genspark AI? The Super Agent That Builds Slides and Makes Phone Calls",
   "published_at": "2026-06-10T12:25:39",
   "engine": "Genspark",
   "launch_year": "2024",
   "status": "renamed",
   "region": null,
   "category": null,
   "engine_evidence": [
    "What Is Genspark AI? The Super Agent That Builds Slides and Makes Phone Calls",
    "Genspark started as an AI search product in 2024, then pivoted hard in April 2025 toward agents, and in April 2026 it signed a **global partnership with Microsoft** to embed its agents inside Word, Excel, PowerPoint, and Microsoft 365."
   ],
   "launch_year_evidence": [
    "What Is Genspark AI? The Super Agent That Builds Slides and Makes Phone Calls",
    "Genspark started as an AI search product in 2024, then pivoted hard in April 2025 toward agents, and in April 2026 it signed a **global partnership with Microsoft** to embed its agents inside Word, Excel, PowerPoint, and Microsoft 365."
   ],
   "status_evidence": [
    "What Is Genspark AI? The Super Agent That Builds Slides and Makes Phone Calls",
    "If you searched for Genspark expecting a search engine, that reputation is now out of date."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://felloai.com/it/what-is-genspark-ai",
   "title": "What Is Genspark AI? The Super Agent That Builds Slides and Makes Phone Calls",
   "published_at": "2026-06-10T12:25:39",
   "engine": "Perplexity",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": "AI answer engine",
   "engine_evidence": [
    "What Is Genspark AI? The Super Agent That Builds Slides and Makes Phone Calls",
    "Against **Perplexity**, the contrast is search versus action."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "What Is Genspark AI? The Super Agent That Builds Slides and Makes Phone Calls",
    "Against **Perplexity**, the contrast is search versus action."
   ],
   "region_evidence": null,
   "category_evidence": [
    "What Is Genspark AI? The Super Agent That Builds Slides and Makes Phone Calls",
    "Against **Perplexity**, the contrast is search versus action."
   ]
  },
  {
   "url": "https://neuraladx.com/how-to-optimise-your-website-for-deepseek-ai",
   "title": "How to Optimise Your Website for DeepSeek AI in 2026",
   "published_at": "2026-05-29T21:06:32",
   "engine": "Internet Search",
   "launch_year": "2024",
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "## What is DeepSeek and why should businesses care?",
    "DeepSeek is an AI platform with a public web experience.",
    "DeepSeek announced that users can toggle **Internet Search** on the web interface for real-time answers, and its April 2026 platform update confirms its latest DeepSeek-V4 Preview models are available through the web experience and API.[1][3]"
   ],
   "launch_year_evidence": [
    "## What is DeepSeek and why should businesses care?",
    "DeepSeek is an AI platform with a public web experience.",
    "Source: DeepSeek API Docs news announcement, 10 December 2024.[1]"
   ],
   "status_evidence": [
    "## What is DeepSeek and why should businesses care?",
    "DeepSeek is an AI platform with a public web experience.",
    "DeepSeek announced that users can toggle **Internet Search** on the web interface for real-time answers, and its April 2026 platform update confirms its latest DeepSeek-V4 Preview models are available through the web experience and API.[1][3]"
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://nahidkomol.com/blog/how-does-the-google-ai-search-mode-work",
   "title": "How Does Google AI Mode Work? The 2026 Complete Guide (Search Agents, GEO & What Changed)",
   "published_at": "2026-06-18T02:00:00",
   "engine": "Google AI Mode",
   "launch_year": "2025",
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "What is Google AI Mode? (And how it\u2019s different from SGE)",
    "As of June 2026, **Google AI Mode has surpassed 1 billion monthly users** \u2014 just one year after its debut."
   ],
   "launch_year_evidence": [
    "What is Google AI Mode? (And how it\u2019s different from SGE)",
    "As of June 2026, **Google AI Mode has surpassed 1 billion monthly users** \u2014 just one year after its debut."
   ],
   "status_evidence": [
    "What is Google AI Mode? (And how it\u2019s different from SGE)",
    "AI Mode is now available **globally** \u2014 no longer limited to the US."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://eng.pressbee.net/amp/show4716426.html",
   "title": "10 Hacks Every Perplexity User Should Know ...Middle East",
   "published_at": "2026-06-02T22:42:02",
   "engine": "Perplexity",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "You probably use Perplexity as a quick answer machine.",
    "Instead of Google Search, you ask Perplexity questions, and it responds with citations you can check yourself."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "Instead of Google Search, you ask Perplexity questions, and it responds with citations you can check yourself.",
    "You probably use Perplexity as a quick answer machine."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://nodemaven.com/ru/blog/top-5-exa-alternatives-for-ai-web-search-and-data-extraction-in-2026",
   "title": "Top 5 Exa Alternatives for AI Web Search and Data Extraction in 2026",
   "published_at": "2026-07-24T12:46:04",
   "engine": "Firecrawl",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "# Top 5 Exa Alternatives for AI Web Search and Data Extraction in 2026",
    "The five strongest Exa alternatives right now are **Firecrawl** for extraction-heavy work, **Tavily** for LangChain-native agents and RAG prototyping, **Brave Search API** for an index that doesn\u2019t depend on [Google](https://nodemaven.com/ru/websites/google-proxies/) \u0438\u043b\u0438 [Bing](https://nodemaven.com/ru/websites/bing-proxies/), **Perplexity Sonar** for pre-synthesized answers with citations, and **SearXNG** for teams who want to self-host and pay nothing in API fees."
   ],
   "launch_year_evidence": null,
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   "url": "https://felo.ai/blog/tags/ai-ppt",
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   "url": "https://messengerbot.app/zh_tw/2026%E5%B9%B4%E6%AF%94%E8%BC%83%E7%9A%8412%E5%80%8B%E9%A1%9E%E4%BC%BCchatgpt%E7%9A%84%E6%9B%BF%E4%BB%A3%E5%93%81%E3%80%81%E5%85%8B%E9%9A%86%E5%92%8C%E9%96%8B%E6%BA%90%E6%A8%A1%E5%9E%8B",
   "title": "AI \u50cf ChatGPT 2026\uff1a12 \u7a2e\u66ff\u4ee3\u65b9\u6848\u6bd4\u8f03",
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   "url": "https://en.wikipedia.org/wiki/DuckDuckGo",
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   "url": "https://computing.co.uk/news/2025/ai/google-microsoft-unveil-new-ai-search-tools",
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   "url": "https://securityonline.info/perplexity-ai-shopping-bot",
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   "url": "https://gobrief.app/b/en/standard/4148",
   "title": "Google AI Mode Adds Canva, YouTube Music, and Instacart to Search",
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   "url": "https://aeo.idaeo.ai/ai/felo-ai/en/news/2026-04-02-felo-to-exhibit-at-japan-it-week-spring",
   "title": "Completing 'Research,' 'Summarization,' and 'Translation' with a Single AI. Felo Exhibits at 'Japan IT Week Spring 2026' Japan Startup Summit",
   "published_at": "2026-04-02T14:40:20",
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    "Completing 'Research,' 'Summarization,' and 'Translation' with a Single AI. Felo Exhibits at 'Japan IT Week Spring 2026' Japan Startup Summit",
    "Main Features: - 'Felo Search': Aggregates and summarizes information from multiple sources through conversational and deep search."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
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   ],
   "region_evidence": null,
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  },
  {
   "url": "https://unstore.io/discover/best-grok-alternatives-desktop",
   "title": "Best Grok alternatives for desktop in 2026 (we tested 7)",
   "published_at": "2026-07-17T00:00:00",
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   "status": null,
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    "This guide covers seven Grok alternatives for desktop that we actually installed, logged into, and pushed with the same prompts we throw at Grok every day: quick research with citations, long-form writing, code, and image work.",
    "| App | Best for | Free plan | Starting price/mo | Standout feature |",
    "| Perplexity | Live web answers with sources | Unlimited quick search | $20 (Pro) | Cited answers with follow-ups, Comet browser |",
    "### 3. Perplexity",
    "### Perplexity, best for live answers with sources"
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  },
  {
   "url": "https://serptop.pro/chat-gpt-google-search",
   "title": "ChatGPT Search vs Google in 2026: An Honest Comparison",
   "published_at": "2026-06-20T13:26:09",
   "engine": "ChatGPT Search",
   "launch_year": "2024",
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "# ChatGPT Search vs Google in 2026: An Honest Comparison",
    "ChatGPT Search is the web-search capability built into ChatGPT."
   ],
   "launch_year_evidence": [
    "# ChatGPT Search vs Google in 2026: An Honest Comparison",
    "The product has changed shape since its late-2024 launch."
   ],
   "status_evidence": [
    "# ChatGPT Search vs Google in 2026: An Honest Comparison",
    "ChatGPT Search is the web-search capability built into ChatGPT."
   ],
   "region_evidence": null,
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  },
  {
   "url": "https://serptop.pro/chat-gpt-google-search",
   "title": "ChatGPT Search vs Google in 2026: An Honest Comparison",
   "published_at": "2026-06-20T13:26:09",
   "engine": "You.com",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "## Where You.com fits",
    "A related question in this space is You.com, an AI search engine that pivoted heavily toward AI research tools."
   ],
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    "A related question in this space is You.com, an AI search engine that pivoted heavily toward AI research tools."
   ],
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  },
  {
   "url": "https://vuink.com/post/xntv-d-dpbz/changelog%2311136",
   "title": "Changelog - Kagi Search",
   "published_at": "2026-07-30T17:30:03",
   "engine": "Kagi Search",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": "AI search",
   "engine_evidence": [
    "# Changelog - Kagi Search",
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   ]
  },
  {
   "url": "https://lobehub.com/it/skills/aiskillstore-marketplace-web-search",
   "title": "web-search | Skills Marketplace \u00b7 LobeHub",
   "published_at": "2026-03-05T01:09:21",
   "engine": "Search Assistant",
   "launch_year": null,
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   "category": null,
   "engine_evidence": [
    "Web Search & Extraction",
    "Search the web and extract content via [inference.sh](https://inference.sh) CLI.",
    "| Search Assistant | `tavily/search-assistant` | AI-powered search with answers |"
   ],
   "launch_year_evidence": null,
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   "category_evidence": null
  },
  {
   "url": "https://lobehub.com/it/skills/aiskillstore-marketplace-web-search",
   "title": "web-search | Skills Marketplace \u00b7 LobeHub",
   "published_at": "2026-03-05T01:09:21",
   "engine": "Search",
   "launch_year": null,
   "status": null,
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   "category": null,
   "engine_evidence": [
    "Web Search & Extraction",
    "Search the web and extract content via [inference.sh](https://inference.sh) CLI.",
    "| Search | `exa/search` | Smart web search with AI |"
   ],
   "launch_year_evidence": null,
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  },
  {
   "url": "https://lobehub.com/it/skills/aiskillstore-marketplace-web-search",
   "title": "web-search | Skills Marketplace \u00b7 LobeHub",
   "published_at": "2026-03-05T01:09:21",
   "engine": "Answer",
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   "category": null,
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    "Web Search & Extraction",
    "Search the web and extract content via [inference.sh](https://inference.sh) CLI.",
    "| Answer | `exa/answer` | Direct factual answers |"
   ],
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  {
   "url": "https://whytryai.com/p/new-genspark-features",
   "title": "15 New Genspark Features You Should Try",
   "published_at": "2026-01-29T09:41:17",
   "engine": "Genspark",
   "launch_year": "2023",
   "status": "active",
   "region": null,
   "category": "AI search",
   "engine_evidence": [
    "# 15 New Genspark Features You Should Try",
    "In May 2025, I [wrote about Genspark\u2019s transition](https://www.ai-supremacy.com/p/gensparks-stunning-ai-pivot-to-super-agent) from pure AI search to a one-stop agent platform."
   ],
   "launch_year_evidence": null,
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   "category_evidence": [
    "# 15 New Genspark Features You Should Try",
    "In May 2025, I [wrote about Genspark\u2019s transition](https://www.ai-supremacy.com/p/gensparks-stunning-ai-pivot-to-super-agent) from pure AI search to a one-stop agent platform."
   ]
  },
  {
   "url": "https://thecanadianreporter.com/article/914708841-spotlight-on-startups-launches-national-aeo-guide-to-close-the-ai-citation-gap",
   "title": "Spotlight on Startups Launches National AEO Guide to Close the AI Citation Gap",
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    "Spotlight on Startups, an Orange County-based media platform dedicated to founder visibility, has published a comprehensive national guide on Answer Engine Optimization (AEO) \u2014 the emerging discipline of structuring brand expertise so AI platforms like ChatGPT, Perplexity, Google AI Mode, and Gemini cite your business when generating answers for buyers."
   ],
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   "url": "https://thecanadianreporter.com/article/914708841-spotlight-on-startups-launches-national-aeo-guide-to-close-the-ai-citation-gap",
   "title": "Spotlight on Startups Launches National AEO Guide to Close the AI Citation Gap",
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    "Spotlight on Startups shows Orange County founders how to get cited by ChatGPT, Perplexity, and Google AI \u2014 using the AEO Authority Engine and structured media spotlights.",
    "Spotlight on Startups, an Orange County-based media platform dedicated to founder visibility, has published a comprehensive national guide on Answer Engine Optimization (AEO) \u2014 the emerging discipline of structuring brand expertise so AI platforms like ChatGPT, Perplexity, Google AI Mode, and Gemini cite your business when generating answers for buyers."
   ],
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   "url": "https://thecanadianreporter.com/article/914708841-spotlight-on-startups-launches-national-aeo-guide-to-close-the-ai-citation-gap",
   "title": "Spotlight on Startups Launches National AEO Guide to Close the AI Citation Gap",
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   "url": "https://thecanadianreporter.com/article/914708841-spotlight-on-startups-launches-national-aeo-guide-to-close-the-ai-citation-gap",
   "title": "Spotlight on Startups Launches National AEO Guide to Close the AI Citation Gap",
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  {
   "url": "https://thecanadianreporter.com/article/914708841-spotlight-on-startups-launches-national-aeo-guide-to-close-the-ai-citation-gap",
   "title": "Spotlight on Startups Launches National AEO Guide to Close the AI Citation Gap",
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   ],
   "launch_year_evidence": null,
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  },
  {
   "url": "https://liliputing.com/neevas-ad-free-subscription-based-search-engine-is-shutting-down",
   "title": "Neeva\u2019s ad-free, subscription-based search engine is shutting down",
   "published_at": "2023-05-21T14:16:31",
   "engine": "NeevaAI",
   "launch_year": null,
   "status": "shutting down",
   "region": null,
   "category": null,
   "engine_evidence": [
    "Neeva\u2019s ad-free, subscription-based search engine is shutting down",
    "The company even tried to sweeten the deal in recent months with the introduction of an [AI search experience](https://neeva.com/blog/introducing-neevaai) and support for features like [AI summaries of Reddit threads](https://neeva.com/blog/instant-reddit-summaries-neevaai), a \u201c[Bias Buster](https://neeva.com/blog/neevaai-bias-buster)\u201d that could present opposing viewpoints on topics, and a [mobile AI search app](https://neeva.com/blog/neeva-gist-beta)."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "Neeva\u2019s ad-free, subscription-based search engine is shutting down",
    "Neeva has announced [it\u2019s shutting down](https://neeva.com/blog/may-announcement), less than two years after publicly launching its $4.95 per month search engine."
   ],
   "region_evidence": null,
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  },
  {
   "url": "https://readsignal.io/article/perplexity-sources-directory-submission-aeo-strategy-2026",
   "title": "On-Device AI Search and EdTech Privacy: How Local-First AI Reshapes AEO for Student Brands",
   "published_at": "2026-05-25T00:00:00",
   "engine": "Perplexity",
   "launch_year": null,
   "status": "active",
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   "category": null,
   "engine_evidence": [
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   "region_evidence": null,
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  },
  {
   "url": "https://skills.browseract.com/skills/101-skills-skills-web-search",
   "title": "web-search - AI Agent Skill",
   "published_at": null,
   "engine": "Search Assistant",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "# web-search",
    "## Available Apps",
    "### Tavily",
    "| App | App ID | Description |",
    "| Search Assistant | `tavily/search-assistant` | AI-powered search with answers |"
   ],
   "launch_year_evidence": null,
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  {
   "url": "https://skills.browseract.com/skills/101-skills-skills-web-search",
   "title": "web-search - AI Agent Skill",
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   "engine": "Search",
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   "category": null,
   "engine_evidence": [
    "# web-search",
    "## Available Apps",
    "### Exa",
    "| App | App ID | Description |",
    "| Search | `exa/search` | Smart web search with AI |"
   ],
   "launch_year_evidence": null,
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  },
  {
   "url": "https://skills.browseract.com/skills/101-skills-skills-web-search",
   "title": "web-search - AI Agent Skill",
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   "engine": "Answer",
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   "engine_evidence": [
    "# web-search",
    "## Available Apps",
    "### Exa",
    "| App | App ID | Description |",
    "| Answer | `exa/answer` | Direct factual answers |"
   ],
   "launch_year_evidence": null,
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  },
  {
   "url": "https://wheredoirank.ai/best/best-tools-for-monitoring-ai-search-visibility",
   "title": "Best Tools For Monitoring AI Search Visibility (2026): What AI Actually Recommends",
   "published_at": "2026-07-27T00:00:00",
   "engine": "ChatGPT",
   "launch_year": null,
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   "engine_evidence": [
    "Best Tools For Monitoring AI Search Visibility, according to AI (2026).",
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   ],
   "launch_year_evidence": null,
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  },
  {
   "url": "https://wheredoirank.ai/best/best-tools-for-monitoring-ai-search-visibility",
   "title": "Best Tools For Monitoring AI Search Visibility (2026): What AI Actually Recommends",
   "published_at": "2026-07-27T00:00:00",
   "engine": "Claude",
   "launch_year": null,
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   "engine_evidence": [
    "Best Tools For Monitoring AI Search Visibility, according to AI (2026).",
    "This guide is built from the recorded answers of ChatGPT, Claude, Gemini, Perplexity to the real questions buyers ask about best tools for monitoring ai search visibility."
   ],
   "launch_year_evidence": null,
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  {
   "url": "https://wheredoirank.ai/best/best-tools-for-monitoring-ai-search-visibility",
   "title": "Best Tools For Monitoring AI Search Visibility (2026): What AI Actually Recommends",
   "published_at": "2026-07-27T00:00:00",
   "engine": "Gemini",
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    "Best Tools For Monitoring AI Search Visibility, according to AI (2026).",
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   ],
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  {
   "url": "https://wheredoirank.ai/best/best-tools-for-monitoring-ai-search-visibility",
   "title": "Best Tools For Monitoring AI Search Visibility (2026): What AI Actually Recommends",
   "published_at": "2026-07-27T00:00:00",
   "engine": "Perplexity",
   "launch_year": null,
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    "Best Tools For Monitoring AI Search Visibility, according to AI (2026).",
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   ],
   "launch_year_evidence": null,
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  },
  {
   "url": "https://highonai.substack.com/p/the-ai-visibility-shift-trust-signals",
   "title": "The AI Visibility Shift: Trust Signals and Local Proof Outrank Keyword Tactics",
   "published_at": "2025-08-22T07:49:03",
   "engine": "Perplexity",
   "launch_year": null,
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   "category": null,
   "engine_evidence": [
    "# The AI Visibility Shift: Trust Signals and Local Proof Outrank Keyword Tactics",
    "Google\u2019s own guidance elevates trust as \u201cmost important\u201d within E-E-A-T, while AI Overviews/AI Mode, Bing Copilot, and Perplexity surface brands and authors they can verify and cite (Google docs updated 2025-02-04; Bing principles updated 2025-04-08)."
   ],
   "launch_year_evidence": null,
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  },
  {
   "url": "https://everything.explained.today/Kagi_(search_engine)",
   "title": "Kagi Explained",
   "published_at": null,
   "engine": "Kagi News",
   "launch_year": "2025",
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "# Kagi Explained",
    "## Kagi News",
    "On September 30, 2025, Kagi News was introduced."
   ],
   "launch_year_evidence": [
    "# Kagi Explained",
    "## Kagi News",
    "On September 30, 2025, Kagi News was introduced."
   ],
   "status_evidence": [
    "# Kagi Explained",
    "## Kagi News",
    "Kagi News is free and can be used without an account.[18]"
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://topaitracker.com/comparisons/2026-06-17-exa-vs-tavily-ai-search-api-head-to-head",
   "title": "Exa vs Tavily: AI Search API Head-to-Head \u2014 Top AI Tracker",
   "published_at": "2026-06-17T00:00:00",
   "engine": "Exa",
   "launch_year": "2026",
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "Cost & Latency Comparison",
    "# Exa vs Tavily: AI Search API Head-to-Head",
    "Exa"
   ],
   "launch_year_evidence": [
    "Cost & Latency Comparison",
    "# Exa vs Tavily: AI Search API Head-to-Head",
    "Exa raised standard search from $5 to $7 per 1,000 in March 2026 and introduced an Agentic tier at $12 per 1,000."
   ],
   "status_evidence": [
    "Cost & Latency Comparison",
    "# Exa vs Tavily: AI Search API Head-to-Head",
    "Exa remains independently operated and raised $85 million ahead of its Exa 2.0 launch in March 2026, with its full roadmap focused on search."
   ],
   "region_evidence": null,
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  },
  {
   "url": "https://topaitracker.com/comparisons/2026-06-17-exa-vs-tavily-ai-search-api-head-to-head",
   "title": "Exa vs Tavily: AI Search API Head-to-Head \u2014 Top AI Tracker",
   "published_at": "2026-06-17T00:00:00",
   "engine": "Tavily",
   "launch_year": "2026",
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "Cost & Latency Comparison",
    "# Exa vs Tavily: AI Search API Head-to-Head",
    "Tavily"
   ],
   "launch_year_evidence": [
    "Cost & Latency Comparison",
    "# Exa vs Tavily: AI Search API Head-to-Head",
    "Nebius announced the acquisition of Tavily on February 10, 2026, for up to $400 million ($275 million upfront in cash plus $125 million tied to performance milestones) and plans to fold Tavily's agentic search into its AI cloud platform."
   ],
   "status_evidence": [
    "Cost & Latency Comparison",
    "# Exa vs Tavily: AI Search API Head-to-Head",
    "For LangChain-native RAG prototypes and teams that want one credit system covering search, extract, map, and crawl, Tavily is the more defensible pick, with the caveat that it's been a Nebius product since February 2026."
   ],
   "region_evidence": null,
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  },
  {
   "url": "https://aithority.com/machine-learning/neeva-brings-responsible-citation-backed-ai-powered-search-to-europe",
   "title": "Neeva Brings Responsible, Citation-Backed AI Powered Search to Europe",
   "published_at": "2023-02-13T14:44:51",
   "engine": "NeevaAI",
   "launch_year": "2022",
   "status": "active",
   "region": "US, UK, Canada, Germany, France and Spain",
   "category": "AI search",
   "engine_evidence": [
    "- #### ***[NeevaAI](https://neeva.com/) revolutionises search experience as first company to launch AI summaries backed by cited authority***\n",
    "Advert and tracker-free search engine Neeva has launched NeevaAI in Europe, which harnesses the power of artificial intelligence (AI) to deliver an experience that combines the best of large language models such as ChatGPT with the authority and timeliness of search.\n"
   ],
   "launch_year_evidence": [
    "- #### ***[NeevaAI](https://neeva.com/) revolutionises search experience as first company to launch AI summaries backed by cited authority***\n",
    "Following a successful beta launch in the US in December 2022, NeevaAI is available to Free Basic and Premium users across the world from today."
   ],
   "status_evidence": [
    "- #### ***[NeevaAI](https://neeva.com/) revolutionises search experience as first company to launch AI summaries backed by cited authority***\n",
    "Following a successful beta launch in the US in December 2022, NeevaAI is available to Free Basic and Premium users across the world from today."
   ],
   "region_evidence": [
    "- #### ***[NeevaAI](https://neeva.com/) revolutionises search experience as first company to launch AI summaries backed by cited authority***\n",
    "Following a successful beta launch in the US in December 2022, NeevaAI is available to Free Basic and Premium users across the world from today.",
    "NeevaAI will be launching its English Language version in the UK and Canada, as well as local language versions in Germany, France and Spain.\n"
   ],
   "category_evidence": [
    "- #### ***[NeevaAI](https://neeva.com/) revolutionises search experience as first company to launch AI summaries backed by cited authority***\n",
    "Advert and tracker-free search engine Neeva has launched NeevaAI in Europe, which harnesses the power of artificial intelligence (AI) to deliver an experience that combines the best of large language models such as ChatGPT with the authority and timeliness of search.\n"
   ]
  },
  {
   "url": "https://ecorpit.com/google-ai-mode-default-zero-click-survival-2026",
   "title": "Google made AI Mode the default: a 2026 survival guide for the zero-click era",
   "published_at": "2026-07-07T00:00:00",
   "engine": "ChatGPT Search",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "A note on other AI engines",
    "It does not govern ChatGPT Search, Perplexity, or Gemini's standalone app, which may weight signals differently and cite different sources."
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://ecorpit.com/google-ai-mode-default-zero-click-survival-2026",
   "title": "Google made AI Mode the default: a 2026 survival guide for the zero-click era",
   "published_at": "2026-07-07T00:00:00",
   "engine": "Perplexity",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "A note on other AI engines",
    "It does not govern ChatGPT Search, Perplexity, or Gemini's standalone app, which may weight signals differently and cite different sources."
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://ecorpit.com/google-ai-mode-default-zero-click-survival-2026",
   "title": "Google made AI Mode the default: a 2026 survival guide for the zero-click era",
   "published_at": "2026-07-07T00:00:00",
   "engine": "Gemini's standalone app",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "A note on other AI engines",
    "It does not govern ChatGPT Search, Perplexity, or Gemini's standalone app, which may weight signals differently and cite different sources."
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://codehub.bot/github.com/Microck/kagi-cli@v0.14.1",
   "title": "github.com/Microck/kagi-cli@v0.14.1 \u2014 CodeHub",
   "published_at": null,
   "engine": "FastGPT",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "# github.com/Microck/kagi-cli @v0.14.1",
    "`kagi` is a terminal CLI for Kagi that gives you command-line access to search, quick answers, ask-page, assistant, translate, summarization, public feeds through `news` and `smallweb`, paid API commands like `fastgpt` and `enrich`, and account-level settings like lenses, custom assistants, custom bangs, and redirect rules.",
    "| `kagi fastgpt` | query FastGPT through the paid API |",
    "command surface"
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "# github.com/Microck/kagi-cli @v0.14.1",
    "`kagi` is a terminal CLI for Kagi that gives you command-line access to search, quick answers, ask-page, assistant, translate, summarization, public feeds through `news` and `smallweb`, paid API commands like `fastgpt` and `enrich`, and account-level settings like lenses, custom assistants, custom bangs, and redirect rules.",
    "| `kagi fastgpt` | query FastGPT through the paid API |",
    "command surface"
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://seektool.ai/en/ai/felo-ai-search",
   "title": "Felo: Your Free AI-Powered Search Engine",
   "published_at": null,
   "engine": "Felo",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "## Felo Product Information",
    "Felo is your **free AI-powered search engine** that helps you explore and understand knowledge from around the world."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "## Felo Traffic Analysis",
    "Over 1M monthly visits. Widely recognized and stable choice."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://seektool.ai/en/ai/felo-ai-search",
   "title": "Felo: Your Free AI-Powered Search Engine",
   "published_at": null,
   "engine": "GPTGO",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "## Felo Product Information",
    "GPTGO is a free, fast, and versatile search engine that combines Google\u2019s search power with ChatGPT\u2019s intelligence."
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://seektool.ai/en/ai/felo-ai-search",
   "title": "Felo: Your Free AI-Powered Search Engine",
   "published_at": null,
   "engine": "iAsk.Ai",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "## Felo Product Information",
    "iAsk.Ai is a free AI search engine that delivers instant, accurate answers to your questions, making research and learning easier than ever."
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://seektool.ai/en/ai/felo-ai-search",
   "title": "Felo: Your Free AI-Powered Search Engine",
   "published_at": null,
   "engine": "GoSearch",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "## Felo Product Information",
    "GoSearch is an AI-powered enterprise search tool that connects all your internal apps and resources, making it easier to find information, collaborate, and boost productivity."
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://search.slashdot.org/?issue=20260516",
   "title": "Search News | Slashdot",
   "published_at": null,
   "engine": "Reddit Answers",
   "launch_year": "2024",
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "Reddit Wants To Be a Search Engine Now",
    "Reddit [wants to become a full-fledged search engine](https://www.theverge.com/news/717095/reddit-q2-2025-earnings-search-engine), leveraging its vast repository of human-generated content and expanding its AI-powered Reddit Answers tool."
   ],
   "launch_year_evidence": [
    "Reddit Wants To Be a Search Engine Now",
    "[Reddit Answers](https://tech.slashdot.org/story/25/02/16/007234/despite-plans-for-ai-powered-search-reddits-stock-fell-14-this-week), the platform's AI search tool that it launched in December, has 6 million weekly users, up from 1 million weekly users in the first quarter of this year."
   ],
   "status_evidence": [
    "Reddit Wants To Be a Search Engine Now",
    "To continue to build out search, Reddit is \"expanding Reddit Answers globally, integrating it more deeply into the core search experience, and making search a central feature across Reddit,\" Huffman says."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://economicpolicytimes.com/article/914708841-spotlight-on-startups-launches-national-aeo-guide-to-close-the-ai-citation-gap",
   "title": "Spotlight on Startups Launches National AEO Guide to Close the AI Citation Gap",
   "published_at": null,
   "engine": "ChatGPT",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "Spotlight on Startups Launches National AEO Guide to Close the AI Citation Gap",
    "Spotlight on Startups shows Orange County founders how to get cited by ChatGPT, Perplexity, and Google AI \u2014 using the AEO Authority Engine and structured media spotlights."
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://economicpolicytimes.com/article/914708841-spotlight-on-startups-launches-national-aeo-guide-to-close-the-ai-citation-gap",
   "title": "Spotlight on Startups Launches National AEO Guide to Close the AI Citation Gap",
   "published_at": null,
   "engine": "Perplexity",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "Spotlight on Startups Launches National AEO Guide to Close the AI Citation Gap",
    "Spotlight on Startups shows Orange County founders how to get cited by ChatGPT, Perplexity, and Google AI \u2014 using the AEO Authority Engine and structured media spotlights."
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://economicpolicytimes.com/article/914708841-spotlight-on-startups-launches-national-aeo-guide-to-close-the-ai-citation-gap",
   "title": "Spotlight on Startups Launches National AEO Guide to Close the AI Citation Gap",
   "published_at": null,
   "engine": "Google AI",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "Spotlight on Startups Launches National AEO Guide to Close the AI Citation Gap",
    "Spotlight on Startups shows Orange County founders how to get cited by ChatGPT, Perplexity, and Google AI \u2014 using the AEO Authority Engine and structured media spotlights."
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://medium.com/@upkepr/generative-engines-vs-search-engines-how-the-web-is-changing-forever-04b2dd796e36",
   "title": "Generative Engines vs. Search Engines: How the Web Is Changing Forever",
   "published_at": "2026-03-17T16:43:44",
   "engine": "ChatGPT Search",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "# Generative Engines vs. Search Engines: How the Web Is Changing Forever",
    "## Introduction",
    "**Generative engines** \u2014 AI-powered answer systems like ChatGPT Search, Google\u2019s AI Overviews, Perplexity, and Microsoft Copilot \u2014 began quietly displacing the **traditional search engine** as the internet\u2019s primary gateway."
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://medium.com/@upkepr/generative-engines-vs-search-engines-how-the-web-is-changing-forever-04b2dd796e36",
   "title": "Generative Engines vs. Search Engines: How the Web Is Changing Forever",
   "published_at": "2026-03-17T16:43:44",
   "engine": "Google AI Overviews",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "# Generative Engines vs. Search Engines: How the Web Is Changing Forever",
    "## Introduction",
    "**Generative engines** \u2014 AI-powered answer systems like ChatGPT Search, Google\u2019s AI Overviews, Perplexity, and Microsoft Copilot \u2014 began quietly displacing the **traditional search engine** as the internet\u2019s primary gateway."
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://medium.com/@upkepr/generative-engines-vs-search-engines-how-the-web-is-changing-forever-04b2dd796e36",
   "title": "Generative Engines vs. Search Engines: How the Web Is Changing Forever",
   "published_at": "2026-03-17T16:43:44",
   "engine": "Perplexity",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "# Generative Engines vs. Search Engines: How the Web Is Changing Forever",
    "## Introduction",
    "**Generative engines** \u2014 AI-powered answer systems like ChatGPT Search, Google\u2019s AI Overviews, Perplexity, and Microsoft Copilot \u2014 began quietly displacing the **traditional search engine** as the internet\u2019s primary gateway."
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://medium.com/@upkepr/generative-engines-vs-search-engines-how-the-web-is-changing-forever-04b2dd796e36",
   "title": "Generative Engines vs. Search Engines: How the Web Is Changing Forever",
   "published_at": "2026-03-17T16:43:44",
   "engine": "Microsoft Copilot",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "# Generative Engines vs. Search Engines: How the Web Is Changing Forever",
    "## Introduction",
    "**Generative engines** \u2014 AI-powered answer systems like ChatGPT Search, Google\u2019s AI Overviews, Perplexity, and Microsoft Copilot \u2014 began quietly displacing the **traditional search engine** as the internet\u2019s primary gateway."
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://curionic.net/2026/08/perplexity-vs-chatgpt-search-vs-google-ai-mode-comparison.html",
   "title": "Perplexity vs ChatGPT Search vs Google AI Mode: A Month of Real Research, Side by Side",
   "published_at": "2026-08-18T01:54:00",
   "engine": "Perplexity",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "Perplexity vs ChatGPT Search vs Google AI Mode: A Month of Real Research, Side by Side",
    "## Perplexity: built for citations first, and it shows",
    "Perplexity's entire product identity is research with receipts \u2014 every answer comes with clickable source links, and the free tier already includes unlimited standard searches with a daily cap on more advanced Pro searches."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "Perplexity vs ChatGPT Search vs Google AI Mode: A Month of Real Research, Side by Side",
    "## Perplexity: built for citations first, and it shows",
    "Perplexity's entire product identity is research with receipts \u2014 every answer comes with clickable source links, and the free tier already includes unlimited standard searches with a daily cap on more advanced Pro searches."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://curionic.net/2026/08/perplexity-vs-chatgpt-search-vs-google-ai-mode-comparison.html",
   "title": "Perplexity vs ChatGPT Search vs Google AI Mode: A Month of Real Research, Side by Side",
   "published_at": "2026-08-18T01:54:00",
   "engine": "ChatGPT Search",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "Perplexity vs ChatGPT Search vs Google AI Mode: A Month of Real Research, Side by Side",
    "## ChatGPT Search: convenient if you're already living in ChatGPT",
    "ChatGPT's web search is built directly into the same interface as everything else the assistant does \u2014 free users get real-time web search with source citations included, though the free tier caps out around ten messages every five hours before falling back to a lighter model."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "Perplexity vs ChatGPT Search vs Google AI Mode: A Month of Real Research, Side by Side",
    "## ChatGPT Search: convenient if you're already living in ChatGPT",
    "ChatGPT's web search is built directly into the same interface as everything else the assistant does \u2014 free users get real-time web search with source citations included, though the free tier caps out around ten messages every five hours before falling back to a lighter model."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://curionic.net/2026/08/perplexity-vs-chatgpt-search-vs-google-ai-mode-comparison.html",
   "title": "Perplexity vs ChatGPT Search vs Google AI Mode: A Month of Real Research, Side by Side",
   "published_at": "2026-08-18T01:54:00",
   "engine": "Google AI Mode",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "Perplexity vs ChatGPT Search vs Google AI Mode: A Month of Real Research, Side by Side",
    "## Google AI Mode: free, built into the search bar you already use",
    "Google's AI Mode is the only one of the three that's completely free with no paid tier required for the core experience, and it's the one already reaching the most people \u2014 Google reported it passing one billion monthly users across nearly 200 countries by mid-2026."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "Perplexity vs ChatGPT Search vs Google AI Mode: A Month of Real Research, Side by Side",
    "## Google AI Mode: free, built into the search bar you already use",
    "Google's AI Mode is the only one of the three that's completely free with no paid tier required for the core experience, and it's the one already reaching the most people \u2014 Google reported it passing one billion monthly users across nearly 200 countries by mid-2026."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://ascn.ai/blog-no-code/best-ai-search-engines-2026-guide",
   "title": "Best AI Search Engines 2026: Top Tools for Web Research",
   "published_at": "2026-05-26T03:00:00",
   "engine": "Perplexity Pro",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": "deep research with sources",
   "engine_evidence": [
    "The Best AI for Searching the Internet: 2026 Rankings",
    "Perplexity Pro \u2014 for deep research with sources",
    "**For detailed research with reference sources:** Perplexity Pro is the only way to go if you want factual and credible information."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "The Best AI for Searching the Internet: 2026 Rankings",
    "Perplexity Pro \u2014 for deep research with sources",
    "I utilized Perplexity Pro in a recent project with a crypto agency where I gathered information on over 40 crypto entities' tokenomics, and saved myself at least 6 to 8 hours of time per report."
   ],
   "region_evidence": null,
   "category_evidence": [
    "The Best AI for Searching the Internet: 2026 Rankings",
    "Perplexity Pro \u2014 for deep research with sources",
    "**For detailed research with reference sources:** Perplexity Pro is the only way to go if you want factual and credible information."
   ]
  },
  {
   "url": "https://ascn.ai/blog-no-code/best-ai-search-engines-2026-guide",
   "title": "Best AI Search Engines 2026: Top Tools for Web Research",
   "published_at": "2026-05-26T03:00:00",
   "engine": "You.com",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": "free AI search tool",
   "engine_evidence": [
    "The Best AI for Searching the Internet: 2026 Rankings",
    "You.com \u2014 The best free AI search tool",
    "**For daily users at no charge:** You.com or Bing Chat are sufficient options that are basic and work well."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "The Best AI for Searching the Internet: 2026 Rankings",
    "You.com \u2014 The best free AI search tool",
    "I absolutely encourage anyone looking for an AI search engine to sign up and start using it."
   ],
   "region_evidence": null,
   "category_evidence": [
    "The Best AI for Searching the Internet: 2026 Rankings",
    "You.com \u2014 The best free AI search tool",
    "**For daily users at no charge:** You.com or Bing Chat are sufficient options that are basic and work well."
   ]
  },
  {
   "url": "https://ascn.ai/blog-no-code/best-ai-search-engines-2026-guide",
   "title": "Best AI Search Engines 2026: Top Tools for Web Research",
   "published_at": "2026-05-26T03:00:00",
   "engine": "Google SGE (AI Summary)",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": "mass user",
   "engine_evidence": [
    "The Best AI for Searching the Internet: 2026 Rankings",
    "Google SGE (AI Summary) \u2014 For the mass user",
    "**Verdict:** Part of google's searching system but does not provide the depth that you may be looking for."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "The Best AI for Searching the Internet: 2026 Rankings",
    "Google SGE (AI Summary) \u2014 For the mass user",
    "**Verdict:** Part of google's searching system but does not provide the depth that you may be looking for."
   ],
   "region_evidence": null,
   "category_evidence": [
    "The Best AI for Searching the Internet: 2026 Rankings",
    "Google SGE (AI Summary) \u2014 For the mass user",
    "**Verdict:** Part of google's searching system but does not provide the depth that you may be looking for."
   ]
  },
  {
   "url": "https://ascn.ai/blog-no-code/best-ai-search-engines-2026-guide",
   "title": "Best AI Search Engines 2026: Top Tools for Web Research",
   "published_at": "2026-05-26T03:00:00",
   "engine": "Bing Chat (Copilot)",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": "working with documents",
   "engine_evidence": [
    "The Best AI for Searching the Internet: 2026 Rankings",
    "Bing Chat (Copilot) \u2014 For working with documents",
    "**For daily users at no charge:** You.com or Bing Chat are sufficient options that are basic and work well."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "The Best AI for Searching the Internet: 2026 Rankings",
    "Bing Chat (Copilot) \u2014 For working with documents",
    "When users upload a document (PDF, Excel, PowerPoint, etc.) and ask Bing Chat questions about the content, Bing Chat provides them with excerpts for their answer."
   ],
   "region_evidence": null,
   "category_evidence": [
    "The Best AI for Searching the Internet: 2026 Rankings",
    "Bing Chat (Copilot) \u2014 For working with documents",
    "**For daily users at no charge:** You.com or Bing Chat are sufficient options that are basic and work well."
   ]
  },
  {
   "url": "https://ascn.ai/blog-no-code/best-ai-search-engines-2026-guide",
   "title": "Best AI Search Engines 2026: Top Tools for Web Research",
   "published_at": "2026-05-26T03:00:00",
   "engine": "Yandex",
   "launch_year": null,
   "status": "active",
   "region": "Russian Federation",
   "category": "Neural Networks for Russian-language content",
   "engine_evidence": [
    "The Best AI for Searching the Internet: 2026 Rankings",
    "Yandex \u2014 Neural Networks for Russian-language content",
    "**If you are working with documents and content in the Russian language:** Yandex (using neural networks) or MashaGPT (the aggregator) are superior as they will more accurately understand the local context."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "The Best AI for Searching the Internet: 2026 Rankings",
    "Yandex \u2014 Neural Networks for Russian-language content",
    "Yandex recently integrated AI-generated content into their core search offering."
   ],
   "region_evidence": [
    "The Best AI for Searching the Internet: 2026 Rankings",
    "Yandex \u2014 Neural Networks for Russian-language content",
    "Yandex outperforms all other international search engines."
   ],
   "category_evidence": [
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    "ChatGPT vs Gemini vs Bing: The Best AI Search Engines and What Comes Next",
    "ChatGPT Search: from chatbot to search engine",
    "The answer came in October 2024, when OpenAI launched SearchGPT and then integrated it directly into ChatGPT as \u201cChatGPT Search\u201d."
   ],
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    "The answer came in October 2024, when OpenAI launched SearchGPT and then integrated it directly into ChatGPT as \u201cChatGPT Search\u201d."
   ],
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    "ChatGPT vs Gemini vs Bing: The Best AI Search Engines and What Comes Next",
    "ChatGPT Search: from chatbot to search engine",
    "ChatGPT Search runs on OpenAI\u2019s GPT-5 series and includes a Citation Engine for multi-step verification of answers."
   ],
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   "category_evidence": null
  },
  {
   "url": "https://opace.agency/blog/best-ai-search-engines",
   "title": "ChatGPT vs Gemini vs Bing | The Best AI Search Engines in 2026 | Opace",
   "published_at": "2026-03-17T17:48:00",
   "engine": "Microsoft Copilot",
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   "category": null,
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    "ChatGPT vs Gemini vs Bing: The Best AI Search Engines and What Comes Next",
    "ChatGPT Bing: from Bing Chat to Microsoft Copilot",
    "When Microsoft first integrated ChatGPT into Bing in early 2023, the product was known as \u201cBing Chat\u201d."
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   "launch_year_evidence": [
    "ChatGPT vs Gemini vs Bing: The Best AI Search Engines and What Comes Next",
    "ChatGPT Bing: from Bing Chat to Microsoft Copilot",
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   ],
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    "ChatGPT vs Gemini vs Bing: The Best AI Search Engines and What Comes Next",
    "ChatGPT Bing: from Bing Chat to Microsoft Copilot",
    "It has since been rebranded to Microsoft Copilot, reflecting Microsoft\u2019s strategy to embed AI across its entire product ecosystem."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://opace.agency/blog/best-ai-search-engines",
   "title": "ChatGPT vs Gemini vs Bing | The Best AI Search Engines in 2026 | Opace",
   "published_at": "2026-03-17T17:48:00",
   "engine": "Google Gemini",
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   "category": null,
   "engine_evidence": [
    "ChatGPT vs Gemini vs Bing: The Best AI Search Engines and What Comes Next",
    "From Google Bard and Magi to Gemini and AI Overviews",
    "In February 2024, Google renamed Bard to Gemini and unified its AI offerings under this brand."
   ],
   "launch_year_evidence": [
    "ChatGPT vs Gemini vs Bing: The Best AI Search Engines and What Comes Next",
    "From Google Bard and Magi to Gemini and AI Overviews",
    "In 2023, Google was working on its LLM called [LaMDA](https://blog.google/technology/ai/lamda/), which stood for \u2018Language Model for Dialogue Applications\u2019."
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    "ChatGPT vs Gemini vs Bing: The Best AI Search Engines and What Comes Next",
    "From Google Bard and Magi to Gemini and AI Overviews",
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  },
  {
   "url": "https://opace.agency/blog/best-ai-search-engines",
   "title": "ChatGPT vs Gemini vs Bing | The Best AI Search Engines in 2026 | Opace",
   "published_at": "2026-03-17T17:48:00",
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    "ChatGPT vs Gemini vs Bing: The Best AI Search Engines and What Comes Next",
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    "Perplexity AI has emerged as the most notable AI-native search engine, built from the ground up as an answer engine rather than a chatbot with search bolted on."
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   "category_evidence": null
  },
  {
   "url": "https://play.google.com/store/apps/details?hl=en_NZ&id=com.kagi.search",
   "title": "Kagi \u2013 Apps on Google Play",
   "published_at": null,
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   "engine_evidence": [
    "Plus, its integrated AI (FastGPT) easily allows you to interact with your search results.",
    "## About this app",
    "Kagi Search respects your intelligence."
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    "## About this app",
    "Kagi Search respects your intelligence."
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  },
  {
   "url": "https://techtimes.com/articles/309879/20250403/microsoft-unveils-bing-copilot-search-rival-googles-search-ai-mode-heres-how-access-it.htm",
   "title": "Microsoft Unveils Bing Copilot Search to Rival Google\u2019s Search AI Mode: Here\u2019s How to Access it",
   "published_at": "2025-04-03T07:45:31",
   "engine": "Bing Copilot Search",
   "launch_year": "2025",
   "status": "active",
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   "category": null,
   "engine_evidence": [
    "Only weeks after Google launched its [AI-based search mode](https://www.techtimes.com/articles/309761/20250324/google-search-ai-mode-expands-access-free-users-waitlist.htm), Microsoft is following suit with its own AI-based experience, the Bing Copilot Search.",
    "As first reported by [Windows Latest](https://www.windowslatest.com/2025/04/02/microsofts-bing-copilot-ai-search-is-rolling-out-to-everyone-to-take-on-googles-ai-mode/), the new AI-related feature in Bing's Copilot will roll out across many platforms."
   ],
   "launch_year_evidence": [
    "As first reported by [Windows Latest](https://www.windowslatest.com/2025/04/02/microsofts-bing-copilot-ai-search-is-rolling-out-to-everyone-to-take-on-googles-ai-mode/), the new AI-related feature in Bing's Copilot will roll out across many platforms.",
    "Only weeks after Google launched its [AI-based search mode](https://www.techtimes.com/articles/309761/20250324/google-search-ai-mode-expands-access-free-users-waitlist.htm), Microsoft is following suit with its own AI-based experience, the Bing Copilot Search."
   ],
   "status_evidence": [
    "Accessing Bing Copilot Search is easy.",
    "Only weeks after Google launched its [AI-based search mode](https://www.techtimes.com/articles/309761/20250324/google-search-ai-mode-expands-access-free-users-waitlist.htm), Microsoft is following suit with its own AI-based experience, the Bing Copilot Search."
   ],
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   "category_evidence": null
  },
  {
   "url": "https://linkedin.com/pulse/6-best-ai-search-engines-2025-digitalocean-j7ihc",
   "title": "Note: Pricing and product information are correct as of October 3, 2025, and subject to change. Search is no longer just about typing keywords and scrolling through endless links.",
   "published_at": "2025-12-12T21:30:28",
   "engine": "Perplexity",
   "launch_year": null,
   "status": "active",
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   "category": null,
   "engine_evidence": [
    "# 6 Best AI Search Engines in 2025",
    "1. Perplexity for general research and citation-backed answers"
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    "# 6 Best AI Search Engines in 2025",
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  {
   "url": "https://linkedin.com/pulse/6-best-ai-search-engines-2025-digitalocean-j7ihc",
   "title": "Note: Pricing and product information are correct as of October 3, 2025, and subject to change. Search is no longer just about typing keywords and scrolling through endless links.",
   "published_at": "2025-12-12T21:30:28",
   "engine": "Perplexity",
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   "status": "active",
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   "launch_year_evidence": null,
   "status_evidence": [
    "# 6 Best AI Search Engines in 2025",
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    "1. Perplexity for general research and citation-backed answers"
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   "url": "https://linkedin.com/pulse/6-best-ai-search-engines-2025-digitalocean-j7ihc",
   "title": "Note: Pricing and product information are correct as of October 3, 2025, and subject to change. Search is no longer just about typing keywords and scrolling through endless links.",
   "published_at": "2025-12-12T21:30:28",
   "engine": "iAsk",
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   "url": "https://linkedin.com/pulse/6-best-ai-search-engines-2025-digitalocean-j7ihc",
   "title": "Note: Pricing and product information are correct as of October 3, 2025, and subject to change. Search is no longer just about typing keywords and scrolling through endless links.",
   "published_at": "2025-12-12T21:30:28",
   "engine": "Felo AI",
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   "engine_evidence": [
    "# 6 Best AI Search Engines in 2025",
    "### 3. Felo AI for multilingual research"
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    "# 6 Best AI Search Engines in 2025",
    "### 3. Felo AI for multilingual research",
    "Felo AI for multilingual research\n\n[Felo AI](https://www.linkedin.com/redir/redirect?url=https%3A%2F%2Ffelo%2Eai%2Fsearch&urlhash=C9Hk&trk=article-ssr-frontend-pulse_little-text-block) is an AI search engine where users post queries in natural language and receive synthesized, source-attributed responses."
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   "region_evidence": null,
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    "# 6 Best AI Search Engines in 2025",
    "### 3. Felo AI for multilingual research"
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  {
   "url": "https://linkedin.com/pulse/6-best-ai-search-engines-2025-digitalocean-j7ihc",
   "title": "Note: Pricing and product information are correct as of October 3, 2025, and subject to change. Search is no longer just about typing keywords and scrolling through endless links.",
   "published_at": "2025-12-12T21:30:28",
   "engine": "Komo AI",
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   "status": "active",
   "region": null,
   "category": "exploratory research",
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    "# 6 Best AI Search Engines in 2025",
    "### 4. Komo for exploratory research",
    "[Komo AI](https://www.linkedin.com/redir/redirect?url=https%3A%2F%2Fkomo%2Eai%2F&urlhash=i7we&trk=article-ssr-frontend-pulse_little-text-block) blends the features of traditional web search with conversational intelligence."
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    "# 6 Best AI Search Engines in 2025",
    "### 4. Komo for exploratory research",
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   "category_evidence": [
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    "### 4. Komo for exploratory research"
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   "url": "https://linkedin.com/pulse/6-best-ai-search-engines-2025-digitalocean-j7ihc",
   "title": "Note: Pricing and product information are correct as of October 3, 2025, and subject to change. Search is no longer just about typing keywords and scrolling through endless links.",
   "published_at": "2025-12-12T21:30:28",
   "engine": "Consensus",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": "academic work",
   "engine_evidence": [
    "# 6 Best AI Search Engines in 2025",
    "### 5. Consensus for academic work"
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   "launch_year_evidence": null,
   "status_evidence": [
    "# 6 Best AI Search Engines in 2025",
    "### 5. Consensus for academic work"
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    "# 6 Best AI Search Engines in 2025",
    "### 5. Consensus for academic work"
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  {
   "url": "https://linkedin.com/pulse/6-best-ai-search-engines-2025-digitalocean-j7ihc",
   "title": "Note: Pricing and product information are correct as of October 3, 2025, and subject to change. Search is no longer just about typing keywords and scrolling through endless links.",
   "published_at": "2025-12-12T21:30:28",
   "engine": "Phind",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": "technical search",
   "engine_evidence": [
    "# 6 Best AI Search Engines in 2025",
    "### 6. Phind for technical search"
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   "launch_year_evidence": null,
   "status_evidence": [
    "# 6 Best AI Search Engines in 2025",
    "### 6. Phind for technical search"
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   "region_evidence": null,
   "category_evidence": [
    "# 6 Best AI Search Engines in 2025",
    "### 6. Phind for technical search"
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  },
  {
   "url": "https://businesspostexaminer.com/article/914708841-spotlight-on-startups-launches-national-aeo-guide-to-close-the-ai-citation-gap",
   "title": "Spotlight on Startups Launches National AEO Guide to Close the AI Citation Gap",
   "published_at": null,
   "engine": "ChatGPT",
   "launch_year": null,
   "status": null,
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   "category": null,
   "engine_evidence": [
    "# Spotlight on Startups Launches National AEO Guide to Close the AI Citation Gap",
    "Spotlight on Startups shows Orange County founders how to get cited by ChatGPT, Perplexity, and Google AI \u2014 using the AEO Authority Engine and structured media spotlights.",
    "Spotlight on Startups, an Orange County-based media platform dedicated to founder visibility, has published a comprehensive national guide on Answer Engine Optimization (AEO) \u2014 the emerging discipline of structuring brand expertise so AI platforms like ChatGPT, Perplexity, Google AI Mode, and Gemini cite your business when generating answers for buyers."
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   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
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   "url": "https://businesspostexaminer.com/article/914708841-spotlight-on-startups-launches-national-aeo-guide-to-close-the-ai-citation-gap",
   "title": "Spotlight on Startups Launches National AEO Guide to Close the AI Citation Gap",
   "published_at": null,
   "engine": "Perplexity",
   "launch_year": null,
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   "region": null,
   "category": null,
   "engine_evidence": [
    "# Spotlight on Startups Launches National AEO Guide to Close the AI Citation Gap",
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    "Spotlight on Startups, an Orange County-based media platform dedicated to founder visibility, has published a comprehensive national guide on Answer Engine Optimization (AEO) \u2014 the emerging discipline of structuring brand expertise so AI platforms like ChatGPT, Perplexity, Google AI Mode, and Gemini cite your business when generating answers for buyers."
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   "url": "https://businesspostexaminer.com/article/914708841-spotlight-on-startups-launches-national-aeo-guide-to-close-the-ai-citation-gap",
   "title": "Spotlight on Startups Launches National AEO Guide to Close the AI Citation Gap",
   "published_at": null,
   "engine": "Google AI Mode",
   "launch_year": null,
   "status": null,
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   "category": null,
   "engine_evidence": [
    "# Spotlight on Startups Launches National AEO Guide to Close the AI Citation Gap",
    "Spotlight on Startups, an Orange County-based media platform dedicated to founder visibility, has published a comprehensive national guide on Answer Engine Optimization (AEO) \u2014 the emerging discipline of structuring brand expertise so AI platforms like ChatGPT, Perplexity, Google AI Mode, and Gemini cite your business when generating answers for buyers."
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   "url": "https://businesspostexaminer.com/article/914708841-spotlight-on-startups-launches-national-aeo-guide-to-close-the-ai-citation-gap",
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   "published_at": null,
   "engine": "Gemini",
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   "status": null,
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   "category": null,
   "engine_evidence": [
    "# Spotlight on Startups Launches National AEO Guide to Close the AI Citation Gap",
    "Spotlight on Startups, an Orange County-based media platform dedicated to founder visibility, has published a comprehensive national guide on Answer Engine Optimization (AEO) \u2014 the emerging discipline of structuring brand expertise so AI platforms like ChatGPT, Perplexity, Google AI Mode, and Gemini cite your business when generating answers for buyers."
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
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  {
   "url": "https://medium.com/@rohitobrai11/the-agentic-ai-era-gemini-enterprise-atlas-claude-code-comet-flora-andurils-eagleeye-36a459645cfa",
   "title": "\ud83d\ude80 The Agentic AI Era: Gemini Enterprise, OpenAI\u2019s Atlas, Claude Code, Perplexity\u2019s Comet, FLORA &\u2026",
   "published_at": "2025-10-25T22:52:49",
   "engine": "Comet",
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   "engine_evidence": [
    "# \ud83d\ude80 The Agentic AI Era: Gemini Enterprise, OpenAI\u2019s Atlas, Claude Code, Perplexity\u2019s Comet, FLORA & Anduril\u2019s EagleEye",
    "- **Perplexity Comet** reframes search as a personal agentic browser layer.",
    "6. Perplexity Comet: Search as a Personal Agent"
   ],
   "launch_year_evidence": null,
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   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://unstore.io/discover/best-mistral-alternatives",
   "title": "Best Mistral alternatives in 2026 (7 AI chat apps we tested against Vibe)",
   "published_at": "2026-07-26T00:00:00",
   "engine": "Perplexity",
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   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "## Quick comparison table",
    "Quick comparison table",
    "| App | Best for | Free plan | Starting price/mo | Standout feature |",
    "| Perplexity | Cited answers and research | Yes, unlimited quick search | $20 (Pro) | Sources on every answer, always |",
    "### Perplexity \u2013 Best for cited answers and research",
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   ],
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  {
   "url": "https://au.pcmag.com/browsers/115282/duckduckgo-vs-google-one-dominates-one-offers-escape-from-ai-overload",
   "title": "DuckDuckGo vs. Google: One Dominates, But the Other Offers an Escape from AI Overload",
   "published_at": "2026-05-28T12:46:05",
   "engine": "AI Mode",
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   "category": null,
   "engine_evidence": [
    "AI Features: Shockingly Even...For Now",
    "For a full AI search experience, Google has an AI Mode."
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    "AI Features: Shockingly Even...For Now",
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  },
  {
   "url": "https://windowsforum.com/threads/gemini-vs-copilot-why-ai-search-wins-on-distribution-not-demo-models.419513/latest",
   "title": "Gemini vs Copilot: Why AI Search Wins on Distribution, Not Demo Models",
   "published_at": "2026-05-24T21:51:41",
   "engine": "Bing",
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    "Microsoft said its AI made Google dance in 2023, three years later Gemini is beating Copilot"
   ],
   "launch_year_evidence": [
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    "Microsoft said its AI made Google dance in 2023, three years later Gemini is beating Copilot"
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   "url": "https://windowsforum.com/threads/gemini-vs-copilot-why-ai-search-wins-on-distribution-not-demo-models.419513/latest",
   "title": "Gemini vs Copilot: Why AI Search Wins on Distribution, Not Demo Models",
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    "Microsoft said its AI made Google dance in 2023, three years later Gemini is beating Copilot"
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    "Microsoft said its AI made Google dance in 2023, three years later Gemini is beating Copilot"
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   "status_evidence": [
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    "Microsoft said its AI made Google dance in 2023, three years later Gemini is beating Copilot"
   ],
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  },
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   "url": "https://windowsforum.com/threads/gemini-vs-copilot-why-ai-search-wins-on-distribution-not-demo-models.419513/latest",
   "title": "Gemini vs Copilot: Why AI Search Wins on Distribution, Not Demo Models",
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   "engine": "Copilot",
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   "region": null,
   "category": null,
   "engine_evidence": [
    "Microsoft put an OpenAI-powered Bing and Edge in front of the public in February 2023, built around a proprietary orchestration layer called Prometheus, but by May 2026 the search-AI momentum has reportedly swung toward Google\u2019s Gemini because Google has embedded AI more deeply into Search, Chrome, and Android.",
    "Microsoft said its AI made Google dance in 2023, three years later Gemini is beating Copilot"
   ],
   "launch_year_evidence": [
    "Microsoft put an OpenAI-powered Bing and Edge in front of the public in February 2023, built around a proprietary orchestration layer called Prometheus, but by May 2026 the search-AI momentum has reportedly swung toward Google\u2019s Gemini because Google has embedded AI more deeply into Search, Chrome, and Android.",
    "Microsoft said its AI made Google dance in 2023, three years later Gemini is beating Copilot"
   ],
   "status_evidence": [
    "Microsoft put an OpenAI-powered Bing and Edge in front of the public in February 2023, built around a proprietary orchestration layer called Prometheus, but by May 2026 the search-AI momentum has reportedly swung toward Google\u2019s Gemini because Google has embedded AI more deeply into Search, Chrome, and Android.",
    "Microsoft said its AI made Google dance in 2023, three years later Gemini is beating Copilot"
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://felloai.com/es/what-is-genspark-ai",
   "title": "What Is Genspark AI? The Super Agent That Builds Slides and Makes Phone Calls",
   "published_at": "2026-06-10T12:25:39",
   "engine": "Genspark",
   "launch_year": "2024",
   "status": "renamed",
   "region": null,
   "category": null,
   "engine_evidence": [
    "What Is Genspark AI? The Super Agent That Builds Slides and Makes Phone Calls",
    "Genspark started as an AI search product in 2024, then pivoted hard in April 2025 toward agents, and in April 2026 it signed a **global partnership with Microsoft** to embed its agents inside Word, Excel, PowerPoint, and Microsoft 365."
   ],
   "launch_year_evidence": [
    "What Is Genspark AI? The Super Agent That Builds Slides and Makes Phone Calls",
    "Genspark started as an AI search product in 2024, then pivoted hard in April 2025 toward agents, and in April 2026 it signed a **global partnership with Microsoft** to embed its agents inside Word, Excel, PowerPoint, and Microsoft 365."
   ],
   "status_evidence": [
    "What Is Genspark AI? The Super Agent That Builds Slides and Makes Phone Calls",
    "If you searched for Genspark expecting a search engine, that reputation is now out of date.",
    "Genspark started as an AI search product in 2024, then pivoted hard in April 2025 toward agents, and in April 2026 it signed a **global partnership with Microsoft** to embed its agents inside Word, Excel, PowerPoint, and Microsoft 365."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://help.mistral.ai/fr/collections/789660-web-search",
   "title": "Web Search | Mistral AI - Help Center",
   "published_at": null,
   "engine": "le Chat",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "# Web Search",
    "Get fresh and up-to-date answers using le Chat\u2019s ultra-fast web-browsing capabilities."
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://tweaktown.com/news/111963/duckduckgo-launches-no-ai-search-extensions-after-users-reject-googles-ai-first-search",
   "title": "DuckDuckGo launches no-AI search extensions after users reject Google's AI-first Search",
   "published_at": "2026-06-02T03:45:03",
   "engine": "Search",
   "launch_year": "2024",
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "# DuckDuckGo launches no-AI search extensions after users reject Google's AI-first Search",
    "Google rolled out its largest Search update in 25 years at its I/O developer conference last month, swapping traditional link-based results for AI-generated overviews, conversational follow-ups, and a default AI Mode."
   ],
   "launch_year_evidence": [
    "# DuckDuckGo launches no-AI search extensions after users reject Google's AI-first Search",
    "Google rolled out its largest Search update in 25 years at its I/O developer conference last month, swapping traditional link-based results for AI-generated overviews, conversational follow-ups, and a default AI Mode."
   ],
   "status_evidence": [
    "# DuckDuckGo launches no-AI search extensions after users reject Google's AI-first Search",
    "Google rolled out its largest Search update in 25 years at its I/O developer conference last month, swapping traditional link-based results for AI-generated overviews, conversational follow-ups, and a default AI Mode."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://dailytopai.com/article/why-everyone-is-suddenly-rethinking-google-search-531.html",
   "title": "Why everyone is suddenly rethinking Google search",
   "published_at": "2026-06-14T07:07:27",
   "engine": "Perplexity",
   "launch_year": "2023",
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "# Why everyone is suddenly rethinking Google search",
    "AI-powered answer engines like Perplexity, ChatGPT search, Kagi, and Brave are changing how we find information\u2014and exposing how much Google\u2019s ad-driven model has damaged trust, content quality, and the wider web.",
    "**Perplexity AI** went from almost unknown in early 2023 to over 15 million daily active users by March 2025, handling around 100 million searches per week."
   ],
   "launch_year_evidence": [
    "# Why everyone is suddenly rethinking Google search",
    "**Perplexity AI** went from almost unknown in early 2023 to over 15 million daily active users by March 2025, handling around 100 million searches per week."
   ],
   "status_evidence": [
    "# Why everyone is suddenly rethinking Google search",
    "**Perplexity AI** went from almost unknown in early 2023 to over 15 million daily active users by March 2025, handling around 100 million searches per week."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://dailytopai.com/article/why-everyone-is-suddenly-rethinking-google-search-531.html",
   "title": "Why everyone is suddenly rethinking Google search",
   "published_at": "2026-06-14T07:07:27",
   "engine": "ChatGPT search",
   "launch_year": "2024",
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "# Why everyone is suddenly rethinking Google search",
    "AI-powered answer engines like Perplexity, ChatGPT search, Kagi, and Brave are changing how we find information\u2014and exposing how much Google\u2019s ad-driven model has damaged trust, content quality, and the wider web.",
    "**ChatGPT search**, launched properly in late 2024 and opened to free users in early 2025, was already processing over 1 billion queries per week by early 2025."
   ],
   "launch_year_evidence": [
    "# Why everyone is suddenly rethinking Google search",
    "**ChatGPT search**, launched properly in late 2024 and opened to free users in early 2025, was already processing over 1 billion queries per week by early 2025."
   ],
   "status_evidence": [
    "# Why everyone is suddenly rethinking Google search",
    "**ChatGPT search**, launched properly in late 2024 and opened to free users in early 2025, was already processing over 1 billion queries per week by early 2025."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://dailytopai.com/article/why-everyone-is-suddenly-rethinking-google-search-531.html",
   "title": "Why everyone is suddenly rethinking Google search",
   "published_at": "2026-06-14T07:07:27",
   "engine": "Kagi",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "# Why everyone is suddenly rethinking Google search",
    "AI-powered answer engines like Perplexity, ChatGPT search, Kagi, and Brave are changing how we find information\u2014and exposing how much Google\u2019s ad-driven model has damaged trust, content quality, and the wider web.",
    "**Kagi** is a paid search engine: no ads, no incentive to rank results that make more money."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "# Why everyone is suddenly rethinking Google search",
    "**Kagi** is a paid search engine: no ads, no incentive to rank results that make more money."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://dailytopai.com/article/why-everyone-is-suddenly-rethinking-google-search-531.html",
   "title": "Why everyone is suddenly rethinking Google search",
   "published_at": "2026-06-14T07:07:27",
   "engine": "Brave",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "# Why everyone is suddenly rethinking Google search",
    "AI-powered answer engines like Perplexity, ChatGPT search, Kagi, and Brave are changing how we find information\u2014and exposing how much Google\u2019s ad-driven model has damaged trust, content quality, and the wider web.",
    "**Brave Search**, built by the privacy-focused Brave browser team, took another important step: it built its own independent index instead of relying on Bing under the hood."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "# Why everyone is suddenly rethinking Google search",
    "**Brave Search**, built by the privacy-focused Brave browser team, took another important step: it built its own independent index instead of relying on Bing under the hood."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://maxaeo.ai/blog/ai-engines-beyond-chatgpt",
   "title": "AI Engines Beyond ChatGPT: Tracking Copilot, Grok, and Google AI Mode - MaxAEO Blog",
   "published_at": "2026-06-30T12:53:42",
   "engine": "Microsoft Copilot",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "AI Engines Beyond ChatGPT: Tracking Copilot, Grok, and Google AI Mode",
    "The AI engines worth tracking beyond ChatGPT:",
    "- **Microsoft Copilot** \u2014 answers grounded in the Bing web index"
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://maxaeo.ai/blog/ai-engines-beyond-chatgpt",
   "title": "AI Engines Beyond ChatGPT: Tracking Copilot, Grok, and Google AI Mode - MaxAEO Blog",
   "published_at": "2026-06-30T12:53:42",
   "engine": "Google AI Mode",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "AI Engines Beyond ChatGPT: Tracking Copilot, Grok, and Google AI Mode",
    "The AI engines worth tracking beyond ChatGPT:",
    "- **Google AI Mode & AI Overviews** \u2014 Google Search, expanded through query fan-out"
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://maxaeo.ai/blog/ai-engines-beyond-chatgpt",
   "title": "AI Engines Beyond ChatGPT: Tracking Copilot, Grok, and Google AI Mode - MaxAEO Blog",
   "published_at": "2026-06-30T12:53:42",
   "engine": "Grok",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "AI Engines Beyond ChatGPT: Tracking Copilot, Grok, and Google AI Mode",
    "The AI engines worth tracking beyond ChatGPT:",
    "- **Grok** \u2014 weighted toward real-time posts on X"
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://maxaeo.ai/blog/ai-engines-beyond-chatgpt",
   "title": "AI Engines Beyond ChatGPT: Tracking Copilot, Grok, and Google AI Mode - MaxAEO Blog",
   "published_at": "2026-06-30T12:53:42",
   "engine": "Perplexity",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "AI Engines Beyond ChatGPT: Tracking Copilot, Grok, and Google AI Mode",
    "The AI engines worth tracking beyond ChatGPT:",
    "- **Perplexity** \u2014 an answer engine that leans hard on Reddit and forums"
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://factually.co/fact-checks/electronics-tech/kagi-vs-brave-search-feature-pricing-comparison-398bcf",
   "title": "Kagi vs Brave Search: Detailed Feature and Pricing Com...",
   "published_at": null,
   "engine": "Kagi",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "Executive summary",
    "Kagi and Brave Search are privacy-first alternatives to Google with contrasting business models: Kagi is a paid, ad-free service that blends multiple indexes and proprietary ranking (including Teclis and TinyGem) plus AI instant answers, while Brave is a primarily free, ad-supported search that relies on its own independent index and offers an opt-out paid tier and AI summarization [[1]](https://help.kagi.com/kagi/why-kagi/kagi-vs-competition.html) [[2]](https://help.kagi.com/kagi/why-kagi/kagi-vs-brave.html) [[3]](https://aireview.tools/blog/brave-search-vs-kagi-comparison-2026)."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "Executive summary",
    "Kagi and Brave Search are privacy-first alternatives to Google with contrasting business models: Kagi is a paid, ad-free service that blends multiple indexes and proprietary ranking (including Teclis and TinyGem) plus AI instant answers, while Brave is a primarily free, ad-supported search that relies on its own independent index and offers an opt-out paid tier and AI summarization [[1]](https://help.kagi.com/kagi/why-kagi/kagi-vs-competition.html) [[2]](https://help.kagi.com/kagi/why-kagi/kagi-vs-brave.html) [[3]](https://aireview.tools/blog/brave-search-vs-kagi-comparison-2026)."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://factually.co/fact-checks/electronics-tech/kagi-vs-brave-search-feature-pricing-comparison-398bcf",
   "title": "Kagi vs Brave Search: Detailed Feature and Pricing Com...",
   "published_at": null,
   "engine": "Brave Search",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "Executive summary",
    "Kagi and Brave Search are privacy-first alternatives to Google with contrasting business models: Kagi is a paid, ad-free service that blends multiple indexes and proprietary ranking (including Teclis and TinyGem) plus AI instant answers, while Brave is a primarily free, ad-supported search that relies on its own independent index and offers an opt-out paid tier and AI summarization [[1]](https://help.kagi.com/kagi/why-kagi/kagi-vs-competition.html) [[2]](https://help.kagi.com/kagi/why-kagi/kagi-vs-brave.html) [[3]](https://aireview.tools/blog/brave-search-vs-kagi-comparison-2026)."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "Executive summary",
    "Kagi and Brave Search are privacy-first alternatives to Google with contrasting business models: Kagi is a paid, ad-free service that blends multiple indexes and proprietary ranking (including Teclis and TinyGem) plus AI instant answers, while Brave is a primarily free, ad-supported search that relies on its own independent index and offers an opt-out paid tier and AI summarization [[1]](https://help.kagi.com/kagi/why-kagi/kagi-vs-competition.html) [[2]](https://help.kagi.com/kagi/why-kagi/kagi-vs-brave.html) [[3]](https://aireview.tools/blog/brave-search-vs-kagi-comparison-2026)."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://genspark.ai/de/blog/genspark-moa-powered-search",
   "title": "Gro\u00dfes Upgrade bei Genspark Search: Mixture-of-Agents-gest\u00fctzte vertrauensw\u00fcrdigste KI-Suche!",
   "published_at": null,
   "engine": "Genspark Search",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "# Gro\u00dfes Upgrade bei Genspark Search: Mixture-of-Agents-gest\u00fctzte vertrauensw\u00fcrdigste KI-Suche!",
    "We're excited to unveil a revolutionary advancement in AI search technology: our new [**MoA (Mixture-of-Agents) powered Genspark Search**](https://www.genspark.ai/)!"
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "# Gro\u00dfes Upgrade bei Genspark Search: Mixture-of-Agents-gest\u00fctzte vertrauensw\u00fcrdigste KI-Suche!",
    "We're excited to unveil a revolutionary advancement in AI search technology: our new [**MoA (Mixture-of-Agents) powered Genspark Search**](https://www.genspark.ai/)!"
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://hacktheseo.com/seo-geo-statistics",
   "title": "150 SEO & GEO statistics for 2026: AI Overviews land in France",
   "published_at": "2026-07-24T12:56:49",
   "engine": "AI Overviews",
   "launch_year": "2026",
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "On **July 22, 2026**, Google made the rollout of **AI Overviews** and **AI Mode** in French search official, in French (Google, Blog du Mod\u00e9rateur, 2026).",
    "Bruno and I have been doing SEO for fifteen years.",
    "## 1. AI Overviews have landed in France (yesterday)"
   ],
   "launch_year_evidence": [
    "On **July 22, 2026**, Google made the rollout of **AI Overviews** and **AI Mode** in French search official, in French (Google, Blog du Mod\u00e9rateur, 2026).",
    "Bruno and I have been doing SEO for fifteen years.",
    "## 1. AI Overviews have landed in France (yesterday)"
   ],
   "status_evidence": [
    "AI Overviews have been live in France since July 22, 2026.",
    "Bruno and I have been doing SEO for fifteen years.",
    "#### The essentials in 6 points"
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://hacktheseo.com/seo-geo-statistics",
   "title": "150 SEO & GEO statistics for 2026: AI Overviews land in France",
   "published_at": "2026-07-24T12:56:49",
   "engine": "AI Mode",
   "launch_year": "2026",
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "On **July 22, 2026**, Google made the rollout of **AI Overviews** and **AI Mode** in French search official, in French (Google, Blog du Mod\u00e9rateur, 2026).",
    "Bruno and I have been doing SEO for fifteen years.",
    "## 1. AI Overviews have landed in France (yesterday)"
   ],
   "launch_year_evidence": [
    "On **July 22, 2026**, Google made the rollout of **AI Overviews** and **AI Mode** in French search official, in French (Google, Blog du Mod\u00e9rateur, 2026).",
    "Bruno and I have been doing SEO for fifteen years.",
    "## 1. AI Overviews have landed in France (yesterday)"
   ],
   "status_evidence": [
    "On **July 22, 2026**, Google made the rollout of **AI Overviews** and **AI Mode** in French search official, in French (Google, Blog du Mod\u00e9rateur, 2026).",
    "Bruno and I have been doing SEO for fifteen years.",
    "## 1. AI Overviews have landed in France (yesterday)"
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://theeuropedailyreport.com/article/926376847-seeresponse-launches-answer-engine-optimization-service-as-ai-chatbots-reshape-how-buyers-search",
   "title": "SeeResponse Launches Answer Engine Optimization Service as AI Chatbots Reshape How Buyers Search",
   "published_at": null,
   "engine": "Perplexity",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "# SeeResponse Launches Answer Engine Optimization Service as AI Chatbots Reshape How Buyers Search",
    "The B2B growth agency introduces a dedicated practice to help brands get mentioned, cited, and quoted inside ChatGPT, Perplexity, and Google's AI Overviews."
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://theeuropedailyreport.com/article/926376847-seeresponse-launches-answer-engine-optimization-service-as-ai-chatbots-reshape-how-buyers-search",
   "title": "SeeResponse Launches Answer Engine Optimization Service as AI Chatbots Reshape How Buyers Search",
   "published_at": null,
   "engine": "Google's AI Overviews",
   "launch_year": null,
   "status": null,
   "region": null,
   "category": null,
   "engine_evidence": [
    "# SeeResponse Launches Answer Engine Optimization Service as AI Chatbots Reshape How Buyers Search",
    "The B2B growth agency introduces a dedicated practice to help brands get mentioned, cited, and quoted inside ChatGPT, Perplexity, and Google's AI Overviews."
   ],
   "launch_year_evidence": null,
   "status_evidence": null,
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://getpodcast.com/se/podcast/search-engine-journal-show/chatgpt-and-search-neevaais-real-time-ai-search-is-already-here-with-s_2299113ac3",
   "title": "ChatGPT & Search NeevaAI's Real Time AI Search Is Already Here With Sridhar Ramaswamy",
   "published_at": null,
   "engine": "NeevaAI",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "Introducing NeevaAI, it harnesses the power of artificial intelligence for more efficient search results in real time.",
    "It seems like everyone these days wants to talk about artificial intelligence (AI) and its potential in search."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "Introducing NeevaAI, it harnesses the power of artificial intelligence for more efficient search results in real time.",
    "It seems like everyone these days wants to talk about artificial intelligence (AI) and its potential in search."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://getpodcast.com/se/podcast/search-engine-journal-show/chatgpt-and-search-neevaais-real-time-ai-search-is-already-here-with-s_2299113ac3",
   "title": "ChatGPT & Search NeevaAI's Real Time AI Search Is Already Here With Sridhar Ramaswamy",
   "published_at": null,
   "engine": "Neeva",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": "user-focused search engine",
   "engine_evidence": [
    "So Neeva, at its core, is a user-first search engine.",
    "It seems like everyone these days wants to talk about artificial intelligence (AI) and its potential in search."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "So Neeva, at its core, is a user-first search engine.",
    "It seems like everyone these days wants to talk about artificial intelligence (AI) and its potential in search."
   ],
   "region_evidence": null,
   "category_evidence": [
    "We felt that a user-focused search engine could differentiate itself and deliver a better product experience.",
    "It seems like everyone these days wants to talk about artificial intelligence (AI) and its potential in search."
   ]
  },
  {
   "url": "https://techspot.com/news/112477-google-remaking-search-chatgpt-image.html",
   "title": "Google is remaking Search in ChatGPT's image",
   "published_at": "2026-05-20T23:01:43",
   "engine": "Google Search",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "**Why it matters:** Google is determined to make its search engine about more than providing links in response to keywords.",
    "Facing competitive pressure from ChatGPT, Copilot, and many others, Google Search will become a portal to the company's generative AI toolchain."
   ],
   "launch_year_evidence": null,
   "status_evidence": [
    "**Why it matters:** Google is determined to make its search engine about more than providing links in response to keywords.",
    "Starting today, a new \"intelligent search box,\" powered by the company's Gemini 3.5 Flash model, will default to a more conversational mode and dynamically expand as users input complex questions."
   ],
   "region_evidence": null,
   "category_evidence": null
  },
  {
   "url": "https://digitaltrends.com/computing/kagi-search-assistant-rolls-out-to-all-tiers",
   "title": "Kagi's AI search assistant gives you access to all the big models in one place - Digital Trends",
   "published_at": "2025-04-18T14:33:36",
   "engine": "Kagi Assistant",
   "launch_year": null,
   "status": "active",
   "region": null,
   "category": null,
   "engine_evidence": [
    "Kagi\u2019s \u201cAssistant\u201d feature, previously only available to Ultimate subscribers, is now rolling out to all tiers \u2014 including the free trial tier."
   ],
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 ],
 "notes": [
  "Merged 10 queries (2000 total) \u2192 1937 unique results",
  "Search result set: re98555cadfd (1937 rows), reference it as FROM re98555cadfd in follow-up queries"
 ]
}