AI Visibility Index · October 2026

How often do ChatGPT and Claude name impact window companies in Miami?

We asked “best impact window company in Miami” 19 times across ChatGPT and Claude and checked 18 local impact window companies with their own websites.

7 of 18impact window companies named at least once

61%have no business details for machines (structured data) on their home page

67%show no opening hours on their home page

0%block at least one AI crawler

Named most often

1ASP Windows & Doors19 of 19 answers
2Impact Window Master15 of 19 answers
3The Hurricane Pros15 of 19 answers
4Triton Window14 of 19 answers
5Impact Innovation Windows & Doors14 of 19 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.