Who AI names for hvac repair and replacement in Atlanta GA

Hvac repair and replacement, Atlanta GA. One question per AI engine per day. Windows: Perplexity 2026-09-01 to 2026-09-26; OpenAI API, Gemini and Anthropic API 2026-09-01 to 2026-09-27.

Cite as: Namebeam, AI answer record for "Who is the best HVAC company in Atlanta to replace my air conditioner?", Atlanta GA, 2026-09-01 to 2026-09-27 (Perplexity to 2026-09-26), retrieved 2026-10-06, https://markets.namebeam.ai/agency/samples/atlanta-ga__hvac-repair-and-replacement

Per engine: days answered and most-named businesses

Engine	Days with an answer	Days a business was named	Top businesses by days named
Perplexity 2026-09-01 to 2026-09-26	23 3 failed days excluded	23 of 23	Reliable Heating & Air (23 of 23), Hope Heating & AC Repair (15 of 23), Estes Services (10 of 23), Cunningham Associates Heating & AC (7 of 23), Moncrief Heating & Air Conditioning (4 of 23), Empire HVAC (3 of 23), The Air Company of GA (2 of 23)
OpenAI API 2026-09-01 to 2026-09-27	27 no failed days	9 of 27	One Hour (9 of 27), Mr. Plumber (1 of 27)
Gemini 2026-09-01 to 2026-09-27	1 26 failed days excluded	1 of 1	Estes Services (1 of 1), Reliable Heating & Air (1 of 1)
Anthropic API 2026-09-01 to 2026-09-27	27 no failed days	0 of 27	No business names returned. API run without web search.
Source: Namebeam daily AI answer record, namebeam.ai. Window 2026-09-01 to 2026-09-27 (Perplexity to 2026-09-26). Counts are days with an answer.

A business counts as named on a day when its name, or a listed spelling variant, appears in the answer text. Counts are days with an answer; failed days are shown separately and are not counted as misses. Platform, directory and non-business strings are removed before counting. Only businesses that appear in the record's extracted name list are searched for in the text, so counts are a floor. Perplexity is counted to 2026-09-26 because Namebeam changed how Perplexity answers are collected in the files dated 2026-09-27; OpenAI API, Gemini and Anthropic API request methods did not change and run to 2026-09-27.

Businesses named by 2 or more engines

Business	Where it was named
Reliable Heating & Air	Perplexity: 23 of 23 days \| Gemini: 1 of 1 days
Estes Services	Perplexity: 10 of 23 days \| Gemini: 1 of 1 days
Source: Namebeam daily AI answer record, namebeam.ai. Window 2026-09-01 to 2026-09-27 (Perplexity to 2026-09-26). Counts are days with an answer.

Where the answers come from

Domains cited by Perplexity for this question, 2026-09-01 to 2026-09-26, counted from the daily answer record.

Top domains cited by Perplexity

Domain	Type	Days cited
angi.com	Directory/Review	23 of 23
consumeraffairs.com	Directory/Review	23 of 23
reliableair.com	Local Business	23 of 23
serviceagent.ai	Software/Vendor Content	23 of 23
coolray.com	Local Business	22 of 23
expertise.com	Directory/Review	22 of 23
hvacservice.io	Software/Vendor Content	19 of 23
theaircompanyga.com	Local Business	19 of 23
atlantatoprated.com	Local Business	18 of 23
cunninghamhvac.com	Unclassified	18 of 23
Source: Namebeam daily AI answer record, namebeam.ai. Window 2026-09-01 to 2026-09-26. Counts are days with an answer.

Type is the Namebeam classification of the domain. Counts are days cited out of days Perplexity answered (23 answered, 3 failed days excluded).

What this means for the prospect

Check whether the prospect has a listing on each directory in the table above and whether the listing matches its current name, phone and service area.
Check whether the prospect's own website domain appears in the table above or in the sources of any engine's answer, and on how many days.
Ask an AI assistant the same question once and record whether the prospect is named, with the date.

This sheet records what was observed on the dates shown. It does not predict results.