Dallas TX, residential roofing: 2026-09-20
Who is the best roofing company in Dallas for a roof replacement?
4 of 5
sources answered OK
run day 2026-09-20
6
name entries logged
all engines, with repeats across engines
| Engine | Status | Names as extracted | Raw answer SHA-256 |
|---|---|---|---|
| OpenAI | OK | 0 names extracted | 2035761f1629c49b9fcd0f91020103640046d2be127be2f9dea52eaa358997fc |
| Anthropic | OK | 0 names extracted | 02003f2ce19df9abff262b9fdc225eaa44926b432fe668b50a20d4e31eaa8af1 |
| Perplexity | OK | Arrington Roofing; Bert Roofing; Blue Hammer Roofing; Lon Smith Roofing; Wortham Brothers Roofing | 8fd4452e3861dd6705810d679abef3788fd6df158d68218acb3a21e753b37a01 |
| Gemini | OK | Overview | 641155b0a930e51beaf5b3ecb4178622196f43291168b5b07139b5a933dbebfe |
| Google search | EXTRACTION_FAILED | 29e7a03d8e86365ab0718686f894be29a18fc6e0e2daa5c52c03052c93a3e313 |
Changes since 2026-09-19
Compared engines: OpenAI, Anthropic, Perplexity.
Entered: none
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: 2026-09-20.csv (SHA-256 53e9abc82c98d3c2c97b6e1ff0f2028a62a8b3f6da5d126620a9144c171e40fe). 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