AI Visibility Index
How often do ChatGPT and Claude name collision repair shops in Sarasota?
We asked “collision repair in Sarasota” 30 times across ChatGPT and Claude and checked 29 local collision repair shops with their own websites.
30/100average AI Recommendation Score
8 of 29collision repair shops named at least once
62%have no business details for machines (structured data) on their home page
34%show no opening hours on their home page
0%block at least one AI crawler
Named most often
- 1Crash Champions Sarasota18 of 30 answers
- 2Alset Collision18 of 30 answers
- 3Gerber Collision & Glass16 of 30 answers
- 4B & B Auto Body15 of 30 answers
- 5Sunset Collision Center of Sarasota14 of 30 answers
What the named ones have in common
- 21% of the collision repair shops we checked don't name Sarasota on their home page, which makes it harder for an assistant to connect them to local questions.
- Your own Tailored Growth Report checks each of these for your business, with the evidence.
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Tested 2026-10-19. Answers change from run to run; these counts describe this test only, not a ranking. Businesses are named only when the assistants named them; we never single out a business for doing badly.