Atlanta GA, hvac repair and replacement: 2026-08-14
Who is the best HVAC company in Atlanta to replace my air conditioner?
5 of 5
sources answered OK
run day 2026-08-14
13
name entries logged
all engines, with repeats across engines
| Engine | Status | Names as extracted | Raw answer SHA-256 |
|---|---|---|---|
| OpenAI | OK | 0 names extracted | 038f9be6cf2f5ab1d63ce4aad6f4f13be047272d28f9af76644d13b53c921425 |
| Anthropic | OK | 0 names extracted | 2ae0f79ead65cdea89bf9f375df6758d7346c78d5e56d6609229bef80051b09c |
| Perplexity | OK | Carter and Sons HVAC; Coolray; Cunningham Associates; Moncrief Heating & Air Conditioning; Peachtree Service Experts; Reliable Heating & Air | ebe3adc8d9954ddcbe70ce8c4bd4fa8ee01ca2d0b0f7b7ccd5737e4cb9114817 |
| Gemini | OK | Casteel Heating, Cooling, Plumbing & Electrical; Coolray; Estes Services; Federal Tax Credits; Georgia Power Rebates; PV Heating, Cooling & Insulation; Reliable Heating & Air | 47d0046d2323fa1cd8d7cf0448940484bbf9390f894497abbad22c11789bad03 |
| Google search | OK | 0 names extracted | 4b3794d59601fcd1b392d2033209f122da99f3178d1386d9eed2bf1486aca7a5 |
Changes since 2026-08-13
Compared engines: OpenAI, Anthropic, Perplexity, Google search.
Entered: Carter and Sons HVAC; Peachtree Service Experts
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: 2026-08-14.csv (SHA-256 deefef3d96320c528ded38b077a8af88c04ab548bbf7a90d316dc8b62f879742). 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