AI Visibility Index
How often do ChatGPT and Claude name plumbers in Charlotte?
We asked “best plumber in Charlotte” 30 times across ChatGPT and Claude and checked 15 local plumbers with their own websites.
Named most often
- 1Charlotte Plumbing20 of 30 answers
- 2Mr. Rooter Plumbing of Charlotte19 of 30 answers
- 3Winn's Plumbing16 of 30 answers
- 4FATman Plumbing Pro15 of 30 answers
- 5Superior Plumbing & Drains15 of 30 answers
What the named ones have in common
- 0% of the plumbers we checked don't name Charlotte 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 2026-10-15. 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.