Denver CO, residential roofing: 2026-08-18
Who is the best roofer in Denver for hail damage repair?
4 of 5
sources answered OK
run day 2026-08-18
4
name entries logged
all engines, with repeats across engines
| Engine | Status | Names as extracted | Raw answer SHA-256 |
|---|---|---|---|
| OpenAI | OK | 0 names extracted | 77ca171921a10700111d50df9cd90f49ee5004fe46398e8b0d0cc0a0af88392c |
| Anthropic | OK | 0 names extracted | f727e777430a7ea968d6b2f8ce24daed42ec5c748e40772b3315fa497ebe85bd |
| Perplexity | OK | Gates Enterprises; Hilltop Contracting; Metro City Roofing; Red Hawk Roofing | 39f4d3199312082212e34b7cd5c86728fa7f068d9ec3b31ac1dfc67fc522d70b |
| Gemini | FAILED | 561afe1e4773d43ed2d29fd985264c24ae685da3c94a994517c3f0e6a1e8fb5c | |
| Google search | OK | 0 names extracted | 16c44ec594023360995a9a1f049719385b28a8571eb1034f2bee85a9233315ad |
Changes since 2026-08-17
Compared engines: OpenAI, Anthropic, Perplexity, Google search.
Entered: Hilltop Contracting
Dropped: none
Names are shown as extracted from each answer. Some entries are headings or terms, not businesses. That is a known issue in the Edition 1 files and it is logged on the corrections page. A count is not a ranking.
This day as a file: 2026-08-18.csv (SHA-256 8a2941d32fa29dcdfafd3a38faccc743018f672d4f2b86c474c9b49a36017d10). Whole window: all.csv. Raw answers sit in the public corpus under the file names in the CSV.
Compiled by Terry J Carter, Carter Enterprise LLC. Data window 2026-08-09 to 2026-10-07. Source files generated 2026-10-08. Page built 2026-10-09. Method · Corrections