AI Visibility Index · October 2026
How often do ChatGPT and Claude name plumbers in Miami?
We asked “best plumber in Miami” 29 times across ChatGPT and Claude and checked 15 local plumbers with their own websites.
6 of 15plumbers named at least once
7%have no business details for machines (structured data) on their home page
7%show no opening hours on their home page
7%block at least one AI crawler
Named most often
- 1Sunny Bliss Plumbing & Air22 of 29 answers
- 2Miami 24/7 Plumbing22 of 29 answers
- 3Miami 305 Plumbing19 of 29 answers
- 4Diamond Plumbing18 of 29 answers
- 5Oasis Plumbing16 of 29 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.