AI Visibility Index
How often do ChatGPT and Claude name plumbers in Raleigh?
We asked “best plumber in Raleigh” 30 times across ChatGPT and Claude and checked 15 local plumbers with their own websites.
10 of 15plumbers named at least once
33%have no business details for machines (structured data) on their home page
0%show no opening hours on their home page
0%block at least one AI crawler
Named most often
- 1William Parrish Plumbing30 of 30 answers
- 2Midtown Plumbing, LLC20 of 30 answers
- 3CK's Plumbing & Backflow, LLC18 of 30 answers
- 4Out The Door Plumbing16 of 30 answers
- 5Westover Plumbing LLC16 of 30 answers
What the named ones have in common
- 0% of the plumbers we checked don't name Raleigh 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.