Atlanta GA, hvac repair and replacement: 2026-08-09
Who is the best HVAC company in Atlanta to replace my air conditioner?
4 of 5
sources answered OK
run day 2026-08-09
3
name entries logged
all engines, with repeats across engines
| Engine | Status | Names as extracted | Raw answer SHA-256 |
|---|---|---|---|
| OpenAI | OK | 0 names extracted | 3cec9a966729bb1b27d0d97475fd5ff0b9eb1dc87af54218a861a8e69525058c |
| Anthropic | OK | 0 names extracted | 4f9c923f6ddf7d1445e6780feb018d9599d387e9b497b31348a6899416e8145a |
| Perplexity | OK | Coolray; Cunningham Associates; Reliable Heating & Air | 1ce78b35db93ac38f2747b0a4f75cea524de5083ef8a588b90eb29493b2e7c63 |
| Gemini | FAILED | 2884c90d739719af1c33bb230fd9bce951878eab52271d24024ac5f60e9b5980 | |
| Google search | OK | 0 names extracted | bf80abff10764449dc1860c45ac99e0c31129a1e532b482b62fc8db121e57cd8 |
Changes
Earliest run day in the window. Nothing to compare.
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: 2026-08-09.csv (SHA-256 583a178f2b03e011fefa0f7152236bb835f55806341e4c17a98ddfb27448d466). 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