Who did AI skip for roofers in Dallas, TX?

The short answer

We looked at the Google Maps top 10 for roofers in Dallas, TX. 7 of the 10 were never named by ChatGPT or Gemini.

Of the 10, 3 shops had 4.5 stars or better and 100 or more reviews. 67% of those strong shops were never named.

ChatGPT never named 8 of the 10. Gemini never named 9 of the 10.

This page does not list shop names.

The numbers

Maps top 10 never named

70%

7 of the 10 shops

Strong shops never named

67%

3 shops with 4.5 stars and 100+ reviews

ChatGPT never named

80%

8 of the 10 across 6 answers

Gemini never named

90%

9 of the 10 across 6 answers

How we checked

• Google Maps: the top 10 for this trade, set to Dallas, TX. We also pulled a top 20. All 20 came back.
• ChatGPT and Gemini: 6 questions each. Every question named the state. That is 12 answers.
• A shop counts as never named when it is in the Maps top 10 and none of the 12 answers named it.
• We do not list the shop names on this page.
• Our name match can miss a short name. The report explains the range.

Read the 7 in 10 report

What this does not mean

AI answers change day to day. One city and trade can swing 10 to 20 points.

This is not a rank. We do not promise a business will be named. No one can.

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