AI Visibility Index · October 2026
How often do ChatGPT and Claude name roofers in Miami?
We asked “best roofing company in Miami” 20 times across ChatGPT and Claude and checked 15 local roofers with their own websites.
6 of 15roofers named at least once
13%have no business details for machines (structured data) on their home page
27%show no opening hours on their home page
7%block at least one AI crawler
Named most often
- 1T&S Roofing Systems20 of 20 answers
- 2Istueta Roofing20 of 20 answers
- 3A&E Brothers Roofing14 of 20 answers
- 4Extreme Roofing Inc.13 of 20 answers
- 5Caston Roofing10 of 20 answers
What makes a business easy to recommend
- A home page that says plainly what you do and which towns you serve.
- A complete Google profile with a steady flow of new reviews.
- Business details in a format machines read (structured data), and no block on AI crawlers.
- Your own Tailored Growth Report checks each of these for your business, with the evidence.
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Tested 2026-10-15. 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.