Namebeam / The record / Atlanta GA, hvac repair and replacement / 2026-09-27

Atlanta GA, hvac repair and replacement: 2026-09-27

Who is the best HVAC company in Atlanta to replace my air conditioner?

4 of 5

sources answered OK

run day 2026-09-27

name entries logged

all engines, with repeats across engines

Engine	Status	Names as extracted	Raw answer SHA-256
OpenAI	OK	Rescue Rooter	fb0e468fba319eb9b767d4431976374d355012c4d3e9100eeda8569d9a5e19a3
Anthropic	OK	0 names extracted	2af4d9d83bdb915468055d8cd35428c635fc96ceedd58154cae5b778bbb0820e
Perplexity	OK	Estes Services; Hope Heating & AC Repair; Moncrief Heating & Air Conditioning; PV Heating & Cooling; Reliable Heating & Air	478728c9bacbfcd3b8e90a9d52ce63fa90e2b207e3bcadda263046653f184234
Gemini	FAILED		2580fa4859cbde30c847803b940b0c8c1f8b65b1afaeaee504ff7495ceafaba8
Google search	OK	0 names extracted	34c3eb8843c6cc4783219a2556bbdcd0882afacc74c19beb6692d41176969391

Changes since 2026-09-26

Compared engines: OpenAI, Anthropic, Perplexity, Google search.

Entered: Moncrief Heating & Air Conditioning; PV Heating & Cooling; Rescue Rooter

Dropped: Coolray; 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: 2026-09-27.csv (SHA-256 f13754bc476cba012e2c9cab2d40b5244edc2d9b03cd215aede0ec2350185d08). Whole window: all.csv. Raw answers sit in the public corpus under the file names in the CSV.

← 2026-09-26All run days2026-09-28 →

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