We asked every big AI at once the same buyer questions, verbatim. Here’s what they actually said — the Top 10, and all 35 they named.
| # | Business | Named | Named by |
|---|---|---|---|
| 1 | Schoenherr Roofing | 6× | Claude, Google AI, Perplexity |
| 2 | Oak Roofing | 5× | Claude, Google AI |
| 3 | Roofing Above All (Ridgecon Construction) | 4× | Claude, Perplexity |
| 4 | Maintenance & Alterations (M&A) Contractor License | 3× | Google AI |
| 5 | Billy’s Roofing | 2× | Google AI |
| 6 | Ice & Water Shield | 2× | Google AI |
| 7 | L&S Home Improvements | 2× | Google AI |
| 8 | Lincoln Park Roofing at | 2× | Perplexity |
| 9 | Michigan Residential Builder's License | 2× | Google AI |
| 10 | Ridgecon Construction | 2× | Claude |
| # | Business | Named | Named by |
|---|---|---|---|
| 1 | Schoenherr Roofing | 6× | Claude, Google AI, Perplexity |
| 2 | Oak Roofing | 5× | Claude, Google AI |
| 3 | Roofing Above All (Ridgecon Construction) | 4× | Claude, Perplexity |
| 4 | Maintenance & Alterations (M&A) Contractor License | 3× | Google AI |
| 5 | Billy’s Roofing | 2× | Google AI |
| 6 | Ice & Water Shield | 2× | Google AI |
| 7 | L&S Home Improvements | 2× | Google AI |
| 8 | Lincoln Park Roofing at | 2× | Perplexity |
| 9 | Michigan Residential Builder's License | 2× | Google AI |
| 10 | Ridgecon Construction | 2× | Claude |
| 11 | Tresnak Roofing | 2× | Google AI |
| 12 | Account for Michigan Weather Requirements | 1× | Google AI |
| 13 | American Standard Roofing | 1× | Claude |
| 14 | Ask About Winter Protection | 1× | Google AI |
| 15 | Billy's Roofing | 1× | Google AI |
| 16 | Detroit Roofers | 1× | Claude |
| 17 | Detroit Roofing Service | 1× | Perplexity |
| 18 | Frequently Top-Ranked Companies | 1× | Claude |
| 19 | Great Lakes Home Remodeling | 1× | Claude |
| 20 | Home Genius Exteriors | 1× | Perplexity |
| 21 | Local independent contractors on Thumbtack | 1× | Perplexity |
| 22 | Location / Area | 1× | Google AI |
| 23 | McGlinch & Sons Company | 1× | Claude |
| 24 | Mr. Roof Detroit | 1× | Google AI |
| 25 | Owens Corning Platinum Preferred Contractor | 1× | Google AI |
| 26 | Pete’s Roofing at | 1× | Perplexity |
| 27 | Renaissance Restorations | 1× | Google AI |
| 28 | Residential Builder License | 1× | Google AI |
| 29 | Sargent Roofing | 1× | Google AI |
| 30 | T & M Roofing | 1× | Perplexity |
| 31 | Taylor Construction | 1× | Claude |
| 32 | Verify Licensing | 1× | Google AI |
| 33 | Victors Home Solutions | 1× | Claude |
| 34 | Watch Out for Red Flags | 1× | Google AI |
| 35 | Why Call Them | 1× | Google AI |
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These scores are live — click any business to see how often AI named it over time; click again to close.