Atlanta GA, hvac repair and replacement: 2026-09-18
Who is the best HVAC company in Atlanta to replace my air conditioner?
4 of 5
sources answered OK
run day 2026-09-18
4
name entries logged
all engines, with repeats across engines
| Engine | Status | Names as extracted | Raw answer SHA-256 |
|---|---|---|---|
| OpenAI | OK | 0 names extracted | 1bda78e8d90136687100c33c9a801d142e9e15d9e29d5212de510ba3e71c919b |
| Anthropic | OK | 0 names extracted | 8227be2625baa569e8935273083e69d084ee1c35bc08af063211e0502cb000dc |
| Perplexity | OK | Coolray; Hope Heating & AC Repair; Moncrief Heating & Air Conditioning; Reliable Heating & Air | c94a0ca5aaf9175379ef43baf4bfd0feb89bdc5bbc3a1fafa4b19c0b5584c13e |
| Gemini | QUOTA_BLOCKED | 9028ef4b59be0ce33f19f27fd1995fde839e9b5932db1f3043b480ee10453d9a | |
| Google search | OK | 0 names extracted | 7f613577f44bdd7ce2daf4d770006a91c3870ff6f5240a27d38e4ee7bc7a1b96 |
Changes since 2026-09-17
Compared engines: OpenAI, Anthropic, Perplexity, Google search.
Entered: Moncrief Heating & Air Conditioning
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: 2026-09-18.csv (SHA-256 458dca92f052fed737858682f2a7f7744ce26fef1760295c87ffdff3805a2a51). 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