Atlanta GA, hvac repair and replacement: 2026-10-04
Who is the best HVAC company in Atlanta to replace my air conditioner?
4 of 5
sources answered OK
run day 2026-10-04
3
name entries logged
all engines, with repeats across engines
| Engine | Status | Names as extracted | Raw answer SHA-256 |
|---|---|---|---|
| OpenAI | OK | 0 names extracted | e8eb1498e3630d26b0e9189e383cc45da99c1f21554a4cdf71511d670bcd9a70 |
| Anthropic | OK | 0 names extracted | 0d06ffc4b14bc12696d6081da8fc1704359415ab900a2025eece3b7bafa507d5 |
| Perplexity | OK | Estes Services; Reliable Heating & Air; The Air Company of Georgia | c33ce95a1dc4cf2e39b0d6cc606d1e3ad46a9f64c2f8f9b16611cd7bf6c58265 |
| Gemini | FAILED | 2545111b5e85398ea69e3e87bfb5c6363a0a558205c6f4de319ae008ea920e69 | |
| Google search | OK | 0 names extracted | 4bd9bdd4f53654b82b610f5e236a94a65ada52a1bd739c21b46a739f205dff8e |
Changes since 2026-10-03
Compared engines: OpenAI, Anthropic, Perplexity, Google search.
Entered: Estes Services; Reliable Heating & Air
Dropped: Indoor Experts; PV Heating & Cooling
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: 2026-10-04.csv (SHA-256 b5baffdfb3a6680d806f5e21febded8f15fdda10b1d7f5d3d5dfa1498a99acda). 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