Saved answers, clear counts and a date for every result.
Average across 6 businesses
19.5%
AI named the average builder in 19.5% of answers.
Measurements: 17 Jul 2026 to 17 Jul 2026.
Business results
Up to 25 businesses with the highest named share in this snapshot.
| Business | Named share | Named answers | Measured |
|---|---|---|---|
| Arizona Roofers arizonaroofers.com | 62% | 51 of 82 | 17 Jul 2026 |
| Castle Roofing castleroofing.us | 28% | 25 of 89 | 17 Jul 2026 |
| Pinnacle Roofing pinnacleroofingaz.com | 21% | 19 of 91 | 17 Jul 2026 |
| Lyonsroofing lyonsroofing.com | 3% | 2 of 73 | 17 Jul 2026 |
| YM Roofing LLC ymroofing.com | 3% | 3 of 91 | 17 Jul 2026 |
| Colonyroofers colonyroofers.com | 0% | 0 of 64 | 17 Jul 2026 |
How we count
100 of 490 answers named a business when all answers are pooled (20.4%). This separate pooled percentage gives more weight to businesses with more saved answers.
For each business, we count saved answers that name it and divide by all countable saved answers. Repeated answers count separately. An answer without the business name counts as a no; missing or incomplete evidence does not.
The average gives each business equal weight. It is not the percentage of all answers combined. Businesses were checked on different dates with different questions and numbers of answers, so this is a starting point for comparison, not a controlled ranking or a prediction.
This snapshot was compiled on 29 September 2026. It includes public research scans with enough saved evidence to count. It excludes private customer scans, incomplete results and restricted source material. Categories need at least 6 businesses with countable answers. The snapshot stays dated until the next rebuild.