Leaderboards / Embedded insurance
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 · 25 September 2026
11 questions · 3 runs · 4 engines
130 usable answers of 132
leaderboard / embedded-insurance / snapshot-2026-09-25scan 12
01Cover Geniussubject of this scan57%74 of 130Often named
ChatGPT33% · 11/33Perplexity64% · 21/33Claude58% · 18/31Full Cited Score for Cover GeniusGemini73% · 24/3302Qover55%71 of 130Often named
ChatGPT42% · 14/33Perplexity55% · 18/33Claude48% · 15/31Gemini73% · 24/3303Bolttech48%63 of 130Sometimes named
ChatGPT24% · 8/33Perplexity67% · 22/33Claude48% · 15/31Gemini55% · 18/3304Sure26%34 of 130Sometimes named
ChatGPT21% · 7/33Perplexity36% · 12/33Claude6% · 2/31Gemini39% · 13/3305Boost Insurance10%13 of 130Rarely named
ChatGPT0% · 0/33Perplexity9% · 3/33Claude0% · 0/31Gemini30% · 10/33
1 more company named fewer than 5 times
06Extend3%4 of 130Rarely named
ChatGPT0% · 0/33Perplexity12% · 4/33Claude0% · 0/31Gemini0% · 0/33
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 74 answers and its own site, covergenius.com, was cited in 27. 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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