Atlanta GA, hvac repair and replacement: 2026-09-10
Who is the best HVAC company in Atlanta to replace my air conditioner?
5 of 5
sources answered OK
run day 2026-09-10
13
name entries logged
all engines, with repeats across engines
| Engine | Status | Names as extracted | Raw answer SHA-256 |
|---|---|---|---|
| OpenAI | OK | 0 names extracted | 747d93419030d26415d354d8955026f8646ffd6c487234af4e13477bc357c58c |
| Anthropic | OK | 0 names extracted | a022cb5566d394ceebd7ce29aacd93b829894d4d1f733d7ad7c750a8331ce5aa |
| Perplexity | OK | Coolray; Cunningham Associates; Estes Services; Hope Heating & AC Repair; Reliable Heating & Air | e089b1c12721aacc7f99a19d7c2fb20931a28090a98bf1eb1ac76cf01ef65fe7 |
| Gemini | OK | Casteel Heating, Cooling, Plumbing & Electrical; Certifications; Coolray Heating, Cooling, Plumbing & Electrical; Estes Services; Overview; Reliable Heating & Air; Require a Manual J Load Calculation; TE Certified Electrical, Heating & Cooling | 8d10aeb52dde3bc9a5b1cc1976d64b1e09ff6210e1a5c2fc4e36b451a1c70a4b |
| Google search | OK | 0 names extracted | dd87e79100261a58115dc44789de8adcc2b6c3178bc4838ca9d75f1227fdd9cd |
Changes since 2026-09-09
Compared engines: OpenAI, Anthropic, Perplexity, Google search.
Entered: Cunningham Associates; Estes Services
Dropped: Benjamin Franklin; Rescue Rooter
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: 2026-09-10.csv (SHA-256 d63fa65c7975db9cf46ee883cfb9a263defc90f5180bd7344aba7fa1cb4dc10d). 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