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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 and Gemini for a recommendation in embedded insurance. A count of what the engines said, not a verdict on who is better.

Snapshot · 27 September 2026
11 questions · 3 runs · 4 engines
130 usable answers of 132
leaderboard / embedded-insurance / snapshot-2026-09-27scan 14
  1. 01Cover Geniussubject of this scan52%68 of 130
    ChatGPT23% · 7/31
    Perplexity64% · 21/33
    Claude55% · 18/33
    Gemini67% · 22/33
    Full Cited Score for Cover Genius
  2. 02Qover52%68 of 130
    ChatGPT29% · 9/31
    Perplexity58% · 19/33
    Claude55% · 18/33
    Gemini67% · 22/33
  3. 03Bolttech37%48 of 130
    ChatGPT13% · 4/31
    Perplexity52% · 17/33
    Claude36% · 12/33
    Gemini45% · 15/33
  4. 04Boost Insurance15%19 of 130
    ChatGPT6% · 2/31
    Perplexity18% · 6/33
    Claude0% · 0/33
    Gemini33% · 11/33

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 68 answers and its own site, covergenius.com, was cited in 23. 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.

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