Atlanta GA, hvac repair and replacement: 2026-09-01
Who is the best HVAC company in Atlanta to replace my air conditioner?
3 of 5
sources answered OK
run day 2026-09-01
4
name entries logged
all engines, with repeats across engines
| Engine | Status | Names as extracted | Raw answer SHA-256 |
|---|---|---|---|
| OpenAI | OK | 0 names extracted | 755fba33f6797eedd62688562bfa9125b4fb5f3f7d568fe6c3d3dab565a79732 |
| Anthropic | OK | 0 names extracted | 48378151d2e45923f1fc1a368bccd61c7656f62ac3ff8491608048f6551f116d |
| Perplexity | OK | Coolray; Cunningham Associates; Moncrief Heating & Air Conditioning; Reliable Heating & Air | 308bf4a270198b8852243e5f3c1f2747c7c1c146d7cace805784fbecbc1dc19f |
| Gemini | FAILED | b7af24434e6d598fbd025f96c7c063de4239bfc0573d62cb4ab17abc0fa2cd65 | |
| Google search | EXTRACTION_FAILED | 6e12161e359f265eee17dd0ec399746589f0d3d6fad324a8279da97a5efe9b95 |
Changes since 2026-08-31
Compared engines: OpenAI, Anthropic, Perplexity.
Entered: none
Dropped: Carter and Sons HVAC; Empire HVAC
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: 2026-09-01.csv (SHA-256 df2ea8919d620d59d4ba39a33c261d84a7713a71bc73dc379e21f220fa9b52a2). 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