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How often do ChatGPT and Claude name water heater repair companies in West Palm Beach?
We asked “water heater repair in West Palm Beach” 30 times across ChatGPT and Claude and checked 15 local water heater repair companies with their own websites.
24/100average AI Recommendation Score
1 of 15water heater repair companies named at least once
60%have no business details for machines (structured data) on their home page
20%show no opening hours on their home page
0%block at least one AI crawler
Named most often
- 1Roto-Rooter28 of 30 answers
- 2Papa’s Plumbing Inc.15 of 30 answers
- 3Service Experts West Palm Beach15 of 30 answers
- 4West Palm Plumbing Pros15 of 30 answers
- 5Custom Plumbing15 of 30 answers
What the named ones have in common
- 20% of the water heater repair companies we checked don't name West Palm Beach 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 2026-10-25 on ChatGPT and Claude, through their official developer interfaces with web search on. 15 businesses, 30 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.