Atlanta GA, hvac repair and replacement: 2026-09-21
Who is the best HVAC company in Atlanta to replace my air conditioner?
4 of 5
sources answered OK
run day 2026-09-21
3
name entries logged
all engines, with repeats across engines
| Engine | Status | Names as extracted | Raw answer SHA-256 |
|---|---|---|---|
| OpenAI | OK | 0 names extracted | 7fc45d5db6bc8299094e6341f2385f4b0e65571d1f3231722b5b7b381c5cb485 |
| Anthropic | OK | 0 names extracted | a1cb3d95ef62893829b142985bb8aa8f4769f5699c467b17afed3fe3806c756c |
| Perplexity | OK | Estes Services; Hope Heating & AC Repair; Reliable Heating & Air | 8859e3a2ea557c228b88d5ac805437d021d3783014d3de2e7c64ea4191028b0c |
| Gemini | QUOTA_BLOCKED | b80faa7269e759fcc72e293729e34bfebf7c7a7927c4505da668a3c90889c816 | |
| Google search | OK | 0 names extracted | edd04a00283a656f19dd0e3a4048448a8494dd15c01e4a532d3c373f27872799 |
Changes since 2026-09-20
Compared engines: OpenAI, Anthropic, Perplexity, Google search.
Entered: Estes Services
Dropped: Coolray; Cunningham Associates; Empire HVAC; Rescue Rooter
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: 2026-09-21.csv (SHA-256 16c4413cab6ad30efc3096b27664f3cd762257ca32271623744d8b69ed780629). 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