AI Visibility Index · October 2026

How often do ChatGPT and Claude name pool service companies in Orlando?

We asked “best pool service in Orlando” 24 times across ChatGPT and Claude and checked 27 local pool service companies with their own websites.

8 of 27pool service companies named at least once
41%have no business details for machines (structured data) on their home page
59%show no opening hours on their home page
0%block at least one AI crawler

Named most often

  1. 1Always Clear15 of 24 answers
  2. 2Tidy Pools15 of 24 answers
  3. 3Sunny Clean Pool15 of 24 answers
  4. 4Mr. Octopus Pool Service15 of 24 answers
  5. 5Ducky's Pool Care15 of 24 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.