Atlanta GA, hvac repair and replacement: 2026-08-10
Who is the best HVAC company in Atlanta to replace my air conditioner?
5 of 5
sources answered OK
run day 2026-08-10
11
name entries logged
all engines, with repeats across engines
| Engine | Status | Names as extracted | Raw answer SHA-256 |
|---|---|---|---|
| OpenAI | OK | 0 names extracted | 4322d0552ad76a29f637c195269909ca94fbab1ea7dcacf7ec75de405cefa6b7 |
| Anthropic | OK | 0 names extracted | ce0fe300f5d2ce9bc5fe3f95f6bcc1852962566d246c0513c383ec41631b57f2 |
| Perplexity | OK | Coolray; Empire HVAC; Moncrief Heating & Air Conditioning; Reliable Heating & Air | 3391c572402ff684de73136da8a1b6663dfee8a704b90619d5ce8747ae944ba7 |
| Gemini | OK | Estes Services; Federal Tax Credits; Georgia Power Rebates; Moncrief Heating & Air Conditioning; PV Heating, Cooling & Insulation; Reliable Heating & Air; Require a "Manual J" Load Calculation | 2833dded411affb9825c58918e0d7eb875d83c78ab27d3f5e693e8ccd1087b0f |
| Google search | OK | 0 names extracted | 2100c590c56e64524b7cf53a9ec61c233ea064d494915b0ad5f99a08aaa414c0 |
Changes since 2026-08-09
Compared engines: OpenAI, Anthropic, Perplexity, Google search.
Entered: Empire HVAC; Moncrief Heating & Air Conditioning
Dropped: Cunningham Associates
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: 2026-08-10.csv (SHA-256 8b31394e41070600856d86c207d0c7c8af45b77911aab8f927671804ff1132bf). 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