A real test of ChatGPT · Dallas, Texas · August 14, 2026
We asked ChatGPT which roofers to call in Dallas.
We asked What is ChatGPT?You type a question, and it gives a reply. We used it to ask which roofers to call in Dallas. ten questions a homeowner might ask when looking for a roofer. We asked each question ten times because ChatGPT can give different replies.
That gave us 100 What is a reply?A reply is one answer ChatGPT gave us. We asked each roofing question ten times. Each numbered button opens one of those ten replies.. You can check every screenshot below, along with the question we asked.
Need a word explained? Hover or tap a dotted term with a question mark.
Pick a roofing question. Then choose one of ChatGPT’s ten replies to it.
The questions we asked ChatGPT
Hover or click a number to see that reply.
Scroll this list to see all ten questions.
Each number opens a separate reply to the question above it.
We asked this question ten times. Tap a reply to see it.
The question we asked ChatGPT
Who are the best roofers in Dallas?
ChatGPT’s reply 1 of 10 to this question
Roofers ChatGPT showed in this reply
These names came from ChatGPT’s What are business listings?These are the company cards ChatGPT showed, often beside a map. They show business names and details. We counted the roofers shown on these cards..
- Firehouse Roofing
- Bold Roofing - DFW's Best Roofing Contractor
- Built To Last Roofing
- We Roof Dallas, Inc
- Shepherd Roofing & Renovations
- Qualis Roofing & Construction
- Priority Roofing
We What did we count?We checked which roofers appeared in ChatGPT’s business listings. A roofer counted once in each reply where it appeared. A count of 70 means the roofer appeared in 70 of the 100 replies. It does not mean 70 jobs or leads. each roofer once in this reply.
Check the full What is a screenshot?A screenshot is a picture of the screen. This one shows what ChatGPT displayed during our Dallas test. The two buttons at its top left open a larger view. from this reply below.
Use the top-left buttons for a larger view.
It shows which roofers ChatGPT displayed when we asked these questions in August 2026.
We repeated the questions to see how often the same roofers came back.
ChatGPT’s replies can change. This test doesn’t tell you who comes first today.
It also doesn’t show a gain caused by our work.
Here’s how we put those answers into a report.
These pages come from the report we made for AR Global Roofing & Construction.
They show the test result and the work we suggested. They also link to the screenshots you can check above.
This is an old report from August 2026. What does historical mean here?This report comes from our August 2026 test. It shows what happened then. ChatGPT’s replies today may be different. The old report also describes the offer available at that time.What is a fix plan?A fix plan lists changes suggested for a company’s website and online information. A plan shows proposed work. It does not prove that the changes were made or that results improved.
The report puts the result where you can see it.
Here’s the earlier Dallas report. It shows the count and the companies that came up in that test.
August 2026 report example. Its older What does method mean?It means the steps we used to run this test. For this Dallas test, we asked ten questions ten times each. We used fresh chats while signed out of ChatGPT. The original record calls these steps Shortlist Method v1.0. and offer wording are What does historical mean here?This report comes from our August 2026 test. It shows what happened then. ChatGPT’s replies today may be different. The old report also describes the offer available at that time..
Read this report page as text
These are the words on the report page shown above.
The report was made in August 2026. Its old offer wording stays here for context.
ChatGPT Shortlist: Dallas, TX AR GLOBAL · AUG 14, 2026 MADE FOR AR GLOBAL ROOFING & CONSTRUCTION AR Global came up 0 out of 100 times. Last night, we pretended to be a Dallas homeowner. We searched ChatGPT a hundred times. AR Global didn't come up in any search. I made the walkthrough below for you. It explains the result and every fix. If you want help, book a 20-minute call. Ryan Book 20 minutes with Ryan See all 18 fixes
There was work behind the fix plan too.
This page from the earlier report shows how findings became recommended work. The point of checking your company is to work out what needs attention.
Your free report shows where you stand. I walk you through the fixes on the optional call.
Historical What is a fix plan?A fix plan lists changes suggested for a company’s website and online information. A plan shows proposed work. It does not prove that the changes were made or that results improved. example. A written fix list isn’t included in today’s free report.
Read this report page as text
These are the words on the report page shown above.
The report was made in August 2026. Its old offer wording stays here for context.
EVERY FIX Here are all 18 fixes. AR Global showed up 0 of 100 times. We checked the live Wix site. Open each fix. Follow the steps shown. We saw it Ask first Try it, then retest No fix can promise a rank, call, or job. 0 of 18 Check off each fix as you go. FIX 1 OF 18 Make one sheet with the right company facts Your names, addresses, dates, and work claims don't match everywhere. Ask first See picture and steps FIX 2 OF 18 Label each name and address correctly Dallas and Flint appear live. Old search results still show Tyler. Ask first See picture and steps FIX 3 OF 18 Check your Google listing We saved an older view. Only you can see today's settings. Ask first See picture and steps FIX 4 OF 18 Fix the footer links The four social buttons go to Wix. Two rules links go nowhere. We saw it See picture and steps
And the answers were kept with the report.
You can check the names against what ChatGPT actually showed. You shouldn’t need to take my word for a result you can look at yourself.
Historical report pages. Open the full saved answers above to inspect the original test.
Read this report page as text
These are the words on the report page shown above.
The report was made in August 2026. Its old offer wording stays here for context.
100 full answers saved Four are stacked here. Tap any question above to open its 10 screenshots.Open all 100 saved answers
Want to see a complete test?
You can open all 100 answers from our earlier Dallas test.
That test ran on August 14, 2026. It counted appearances in ChatGPT’s business listings.
That means the company cards ChatGPT showed, often beside a map.
Open the Dallas test