Atlanta GA, hvac repair and replacement: 2026-08-13
Who is the best HVAC company in Atlanta to replace my air conditioner?
4 of 5
sources answered OK
run day 2026-08-13
4
name entries logged
all engines, with repeats across engines
| Engine | Status | Names as extracted | Raw answer SHA-256 |
|---|---|---|---|
| OpenAI | OK | 0 names extracted | 2d62052febbe138c3bc3daa5db36274da00399175229042cd0350b6d5b94af37 |
| Anthropic | OK | 0 names extracted | b2aec7c3a93b3e2e84d54a118610904f88e8b9300ea5b57524bdcc1aaf2e9505 |
| Perplexity | OK | Coolray; Cunningham Associates; Moncrief Heating & Air Conditioning; Reliable Heating & Air | bd0da88a22a7205004e663788d42dd3770f70486fe07cf07f3ec4888178e5ddd |
| Gemini | FAILED | dd5c405ef50363e95a8be90b4ab060fd43dfdb73577caba6e925caabb5608cc5 | |
| Google search | OK | 0 names extracted | dd55d9586f4b0ca989b8cc3e81a137fed263dc84f940a4d360a9346d7abcbefc |
Changes since 2026-08-12
Compared engines: OpenAI, Anthropic, Perplexity, Google search.
Entered: none
Dropped: Estes Services
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: 2026-08-13.csv (SHA-256 60cb9f3f36ff1a8d8c8020db9816f8b600824ac95b6b929c9ff76e1f3c75aff8). 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