Namebeam / The record / Atlanta GA, hvac repair and replacement / 2026-10-01

Atlanta GA, hvac repair and replacement: 2026-10-01

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

4 of 5

sources answered OK

run day 2026-10-01

name entries logged

all engines, with repeats across engines

Engine	Status	Names as extracted	Raw answer SHA-256
OpenAI	OK	0 names extracted	6f01b8d400058e6ffb284605d30d235c93f01600c74edeb731ae011c7a1b310e
Anthropic	OK	0 names extracted	0a69afd3c73abac8b71c986f7771b1196ba2dc0e02dba19a1d4a61ce3dd0b907
Perplexity	OK	Bardi Heating, Cooling & Plumbing; Bell Mechanical; Moncrief Heating & Air Conditioning	6c48529c88dcaa9493d06b1b2a27b6848bad9788d23a947716c6f98c0948a690
Gemini	FAILED		fda19b165f08f8325bbc88f414fb8056a9576bdde9f46cd7e5fd1393263b8a96
Google search	OK	0 names extracted	ad6a6fcb693af0da168f711f437411ebe2a8c6fdae81880c36e2a16085c84477

Changes since 2026-09-30

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

Entered: Bell Mechanical; Moncrief Heating & Air Conditioning

Dropped: One Hour Heating; Reliable Heating & Air; Rescue Rooter; The Air Company of Georgia

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: 2026-10-01.csv (SHA-256 a5aa44057ee2c7336f684815a91f59423ba0ec6a6e396acc9ac87260ddc1fd50). Whole window: all.csv. Raw answers sit in the public corpus under the file names in the CSV.

← 2026-09-30All run days2026-10-02 →

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