Namebeam / The record / Atlanta GA, hvac repair and replacement / 2026-08-24

Atlanta GA, hvac repair and replacement: 2026-08-24

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

5 of 5

sources answered OK

run day 2026-08-24

name entries logged

all engines, with repeats across engines

Engine	Status	Names as extracted	Raw answer SHA-256
OpenAI	OK	0 names extracted	e440e204cf4d23f52455760e95bc9f949c5da6e5269df41124d9fd8f13961b1d
Anthropic	OK	0 names extracted	e9653a7054ac9ec01e1cb23cea1638fb606594f6b5a6c71711f87b34a8334703
Perplexity	OK	Coolray; Cunningham Associates; Moncrief Heating & Air Conditioning; Reliable Heating & Air	daadb52ea929d1420358911b35191d782a335830c46f5918f6b71bad5b53d918
Gemini	OK	Casteel Heating, Cooling, Plumbing & Electrical; Coolray Heating & Air; Estes Services; Known for; PV Heating & Cooling; Reliable Heating & Air	8fd29ba6141829679d5cf01cf6124876c9a1144a983c865a6fff7eb59887a999
Google search	OK	0 names extracted	5ade70290b60efa496d92d080ea935242d875b2ebfaaa2f682617477ed0583fc

Changes since 2026-08-23

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

Entered: Coolray Heating & Air; Known for; Moncrief Heating & Air Conditioning; PV Heating & Cooling

Dropped: Certifications; Coolray Heating, Cooling, Plumbing & Electrical; Known For; Overview

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: 2026-08-24.csv (SHA-256 4e75367ca637632bfd4fbeb30d1146f3d32b9aa74941dab709f50b90f51e28d1). Whole window: all.csv. Raw answers sit in the public corpus under the file names in the CSV.

← 2026-08-23All run days2026-08-25 →

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