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Which companies AI engines name for embedded insurance

The share of answers that named each company when buyers asked ChatGPT, Perplexity, Claude, Gemini, Google AI Overviews and Grok for a recommendation in embedded insurance. A count of what the engines said, not a verdict on who is better.

Snapshot · 29 October 2026
11 questions · 6 engines
154 usable answers of 154
1 answered from memory, without a web search
leaderboard / embedded-insurance / snapshot-2026-10-29scan 37
  1. 01Cover Geniussubject of this scan56%86 of 154
    ChatGPT12% · 4/33
    Perplexity70% · 23/33
    Claude61% · 20/33
    Gemini64% · 21/33
    Google AI Overviews82% · 9/11
    Grok82% · 9/11
    Full Cited Score for Cover Genius
  2. 02Qover53%81 of 154
    ChatGPT24% · 8/33
    Perplexity58% · 19/33
    Claude52% · 17/33
    Gemini61% · 20/33
    Google AI Overviews64% · 7/11
    Grok91% · 10/11
  3. 03Bolttech36%56 of 154
    ChatGPT9% · 3/33
    Perplexity45% · 15/33
    Claude30% · 10/33
    Gemini45% · 15/33
    Google AI Overviews36% · 4/11
    Grok82% · 9/11
  4. 04Boost Insurance19%29 of 154
    ChatGPT0% · 0/33
    Perplexity27% · 9/33
    Claude0% · 0/33
    Gemini36% · 12/33
    Google AI Overviews45% · 5/11
    Grok27% · 3/11

Select a company to see how often each engine named it.

How to read the bands

Rarely named0 to 24%
Sometimes named25 to 49%
Often named50 to 74%
Consistently named75 to 100%

Bands describe how often a company was named, not how good it is. Being named is also not the same as being cited as a source. In this snapshot Cover Genius was named in 86 answers and its own site, covergenius.com, was cited in 31. Answers where an engine returned no sources are excluded, never counted as zero. How this is measured.

This data is published under CC BY 4.0: free to reuse, including commercially, with a link back to this page.

About this data. These are measurements of what AI engines answered to a fixed set of buyer questions on the dates shown, reported as recorded. They are not Get AI Cited’s opinion, an endorsement, or a rating of any company or product, and AI answers can be wrong. Company names are used only to identify the companies measured, which are not affiliated with Get AI Cited. Results are never for sale: paying Get AI Cited, or not, does not change a published measurement. Spot a factual error? Request a correction; how we handle requests is in our Terms.

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