Denver CO, residential roofing: 2026-10-04
Who is the best roofer in Denver for hail damage repair?
4 of 5
sources answered OK
run day 2026-10-04
3
name entries logged
all engines, with repeats across engines
| Engine | Status | Names as extracted | Raw answer SHA-256 |
|---|---|---|---|
| OpenAI | OK | 0 names extracted | 5b6179fd6450e382f72805120618a91fcab12b64495502be2e4dfe84817942dc |
| Anthropic | OK | 0 names extracted | 91cc8fcccf65f12c5742661fb57dc351f8edcd1ab9b003cf2c4bd6c7f550c85c |
| Perplexity | OK | Cenco Roofing; Gates Enterprises; Hilltop Contracting | 97a5aadf8e5fc9183fb79123691383564d9b8cc98ccd873d0d6f0caa33962e38 |
| Gemini | FAILED | 4d15b2f3c64d1437c1c98d52a1d626613f0d973de6161a4640a5a7cdacccf89a | |
| Google search | OK | 0 names extracted | ab3974c5213fc2c0581242587cfe658ed9db4da228677852e846be77214f57d1 |
Changes since 2026-10-03
Compared engines: OpenAI, Anthropic, Perplexity, Google search.
Entered: Hilltop Contracting
Dropped: Red Hawk Roofing
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: 2026-10-04.csv (SHA-256 d5cc6c7fc5890c29ae3e6c1040dd5188bbe3522b4374967119dcdd0d26a40884). 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