236 Google reviews
1 of 108
answers named this roofer, September 2026.
You’ve spent years asking for reviews. This roofer has 236 five-star ones, and AI left it out of 107 of 108 answers.
When customers ask ChatGPT, Gemini or Claude who to call, businesses with far fewer reviews get named again and again, and the calls go to them. Reviews help. They just aren’t the whole answer.
236 Google reviews
1 of 108
63 Google reviews
56 of 108
AI answers that named each roofer, out of 108. Same city, September 2026.
When someone asks an AI who to call, the call likely goes to the business it recommends.
Three roofers in the same city, September 2026.
236 Google reviews
1 of 108
answers named this roofer, September 2026.
You’ve spent years asking for reviews. This roofer has 236 five-star ones, and AI left it out of 107 of 108 answers.
37 Google reviews
36 of 108
answers named this roofer, September 2026.
A third of the answers, with fewer than a sixth of the reviews.
63 Google reviews
56 of 108
answers named this roofer, September 2026.
The lowest star rating among the most-named roofers.
More often than a roofer with nearly four times the reviews.
Roofers: 108 answers from three AI assistants, 12 questions asked 3 times each, September 2026. Dentists: every complete answer we recorded to that question, September 2026. Review counts from each business’s public Google listing. These are patterns we observed, and they promise no result.
“I chipped a tooth and need an emergency dentist today. Who should I call?”
Named
6 of 8
Fewer Google reviews than most dentists we checked: named in 6 of 8 answers, first in 3.
Not named
0 of 8
The most Google reviews of any dentist we checked: named in none of the 8.
One difference we found: the named dentist has a page that answers that exact question.
In those answers, a patient with a chipped tooth was told to call the dentist with fewer reviews 6 times, and the one with the most never.
Every complete answer we recorded to this question, September 2026.
Your report shows which of the four you’re missing, and which the businesses recommended instead of you, the ones getting the calls, already have.
How often AI recommended you, who it recommended instead, the answers that left you out, and your fixes in order. The goal is within an hour, but delays may happen.
The re-check: we ask the same questions again and show you what changed.
Tracking: the same check each month, so you see how often you are named and what changed.
Thirty days after your report, we ask the same questions again and show you what changed. You see whether the fixes you made moved you into more answers.
After the re-check you can keep it going every month.
Read how monthly tracking works$97 for one report: where you stand, who gets recommended instead and what to fix first, across 180 answers to 20 of your customers’ questions.
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