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How often do ChatGPT and Claude name water heater repair companies in Miami?

We asked “water heater repair in Miami” 30 times across ChatGPT and Claude and checked 14 local water heater repair companies with their own websites.

33/100average AI Recommendation Score
3 of 14water heater repair companies named at least once
50%have no business details for machines (structured data) on their home page
29%show no opening hours on their home page
7%block at least one AI crawler

Named most often

  1. 1Quick Fix Plumbing29 of 30 answers
  2. 2Bear Plumbing, Inc.15 of 30 answers
  3. 3BH Plumbing & Drain Service15 of 30 answers
  4. 4Aqua Pro Plumbing Contractor15 of 30 answers
  5. 5Roto-Rooter14 of 30 answers

What the named ones have in common

  • 7% of the water heater repair companies we checked don't name Miami 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. 14 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.

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