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How often do ChatGPT and Claude name roofers in Coral Springs?
We asked “best roofing company in Coral Springs” 6 times across ChatGPT and Claude and checked 34 local roofers with their own websites.
Preliminary: small sample. 34 businesses and 6 answers, below our 10-business, 20-answer bar for the Index. It’s not listed or counted in the report, and we don’t show who was named most.
Named most often
- Not shown for a preliminary sample.
What the named ones have in common
- 24% of the roofers we checked don't name Coral Springs on their home page, which makes it harder for an assistant to connect them to local questions.
- Your free AI score checks each of these for your business, with the evidence.
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Tested 2026-10-26 on ChatGPT and Claude, through their official developer interfaces with web search on. 34 businesses, 6 recorded answers. 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. How we test. See something wrong? Tell us and we’ll check it and correct the page.