Atlanta GA, hvac repair and replacement: 2026-08-30
Who is the best HVAC company in Atlanta to replace my air conditioner?
4 of 5
sources answered OK
run day 2026-08-30
4
name entries logged
all engines, with repeats across engines
| Engine | Status | Names as extracted | Raw answer SHA-256 |
|---|---|---|---|
| OpenAI | OK | 0 names extracted | 1ea1da24c31413e4e139f8c332629971cae845750f73c68f501ec28a36534a5c |
| Anthropic | OK | 0 names extracted | 96b130f808c2e52fb1ffdd6846d550580da3174d6f929dc6763380319b7be908 |
| Perplexity | OK | Coolray; Cunningham Associates; Moncrief Heating & Air Conditioning; Reliable Heating & Air | 1d02a3726b0ea75928cf8eb887b1260c47d932b41a9993ceb25bc871e9fc6cb4 |
| Gemini | QUOTA_BLOCKED | 79cdf6bdbd00a94d8302da7d8c6c75d65db0f59c5a3c1665daa8a5b68a6f279b | |
| Google search | OK | 0 names extracted | 8062953963bfdd2bd29d997f9ac9f9c28615917d5cb81cfefebe20d178ddba47 |
Changes since 2026-08-29
Compared engines: OpenAI, Anthropic, Perplexity, Google search.
Entered: Cunningham Associates
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: 2026-08-30.csv (SHA-256 14e102a50538e4dd0fb17fdc611fab5a4bafa119c5b73092fcaaf722933899d5). 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