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The dated record of who AI names

Who the AI assistants name for hvac repair and replacement in Atlanta GA

Pooled across engines, 2026-08-09 to 2026-10-27, a different cut from the Edition 1 record (2026-09-01 to 2026-10-13, per engine, gated names).

The AI Referral Index. 79 daily checks, 2026-08-09 to 2026-10-27. Businesses ranked by the number of days at least one of Perplexity (search), or Gemini, ChatGPT or Claude by API without web browsing named them for the buyer question. Regenerated from the daily file; no business paid to be here and none can pay to move.

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See which businesses in this market rank on Google but are not named by AI engines, with dated proof you can show them. $49 a month per market.

Get the gap list
#BusinessDays namedEnginesLast named2026-10-27
1Reliable Heating & Air64 of 79Gemini, Perplexity2026-10-27named
2Estes Services38 of 79Gemini, Perplexity2026-10-27named
3Cunningham Associates20 of 79Perplexity2026-10-14dropped
4Moncrief Heating & Air Conditioning17 of 79Gemini, ChatGPT, Perplexity2026-10-27named
5Casteel Heating, Cooling, Plumbing & Electrical16 of 79Gemini2026-10-27named
6AC replacement16 of 79Claude, Gemini, ChatGPT, Perplexity2026-10-27named
7Rescue Rooter16 of 79ChatGPT2026-10-23dropped
8Hope Heating & AC Repair14 of 79Perplexity2026-10-23dropped
9PV Heating, Cooling & Plumbing13 of 79Gemini, Perplexity2026-10-25named
10The Air Company11 of 79Perplexity2026-10-27named
11The Air Company of Georgia11 of 79Perplexity2026-10-16dropped
12Reliable Heating10 of 79Gemini, Perplexity2026-10-27named
13PV Heating, Cooling & Insulation9 of 79Gemini2026-10-27named
14Cunningham Associates Heating & AC9 of 79Perplexity2026-09-26dropped
15Benjamin Franklin9 of 79ChatGPT2026-10-17dropped
16PV Heating9 of 79Gemini, Perplexity2026-10-27named
17Georgia Power Rebates7 of 79Gemini, ChatGPT2026-10-26named
18Moncrief Heating & Cooling7 of 79Perplexity2026-09-25dropped
19Coolray Heating & Air7 of 79Gemini2026-10-25named
20Moncrief Heating & Air7 of 79ChatGPT, Perplexity2026-10-27named
21The Air Company of GA7 of 79Perplexity2026-10-27named
22One Hour7 of 79ChatGPT2026-10-23dropped
23Service Experts7 of 79ChatGPT2026-10-23dropped
24One Hour Heating7 of 79ChatGPT2026-10-23dropped
25Metro Atlanta7 of 79Gemini, Perplexity2026-10-27named

45 businesses were named at least three times in this market. 12 of them held a streak of five or more days and have not been named in the last three days of the record.

Also in these answers, not businesses (places, terms, tools): EPA 608 (11 of 79 days). Their pages are not indexed.

If your business is on this list: the row is yours to show; open it for the free badge and the dated page. If it is not: the businesses above are receiving customers from AI answers you are not in. Run the free check to get your own dated row.

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