AI Visibility Index · October 2026

How often do ChatGPT and Claude name HVAC companies in Boca Raton?

We asked “best HVAC company in Boca Raton” 23 times across ChatGPT and Claude and checked 15 local HVAC companies with their own websites.

8 of 15HVAC companies named at least once

27%have no business details for machines (structured data) on their home page

33%show no opening hours on their home page

0%block at least one AI crawler

Named most often

1AC Xperts of Florida, Inc.15 of 23 answers
2Florida Cool15 of 23 answers
3Friendly A/C15 of 23 answers
4Boca Raton AC14 of 23 answers
5American Air Conditioning11 of 23 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.