AI Visibility Index › HVAC contractor in New York
Measured August 2026

Is your HVAC contractor in New York findable by AI?

We asked ChatGPT, Gemini, Perplexity and Claude who the best HVAC contractor in New York is — the way a real customer would. Then we checked 7 real, currently-operating HVAC contractor businesses in New York against every answer.

4/7never named by any assistant
57%miss rate in this sample
2real answers shown below
10businesses assistants do name
The receipts

What the assistants actually said

Verbatim, from a real query run August 21, 2026. Ask the same question yourself and you'll see something very similar.

Perplexity
Asked: I need a HVAC contractor in New York. Who are the best ones? List specific business names only, one per line.
- Airnizer HVAC - American HVAC Corp - Green Ductors - 212 HVAC - USA Heating and AC Repair - Manhattan HVAC & Appliance Repair - Figlia & Sons - Weather Makers NYC - Arista - KOKA-TECH HVAC
Perplexity
Asked: Who is the most recommended HVAC contractor in New York right now? Give a short ranked list of real business names, one per line.
Based on the results, Manhattan HVAC & Appliance Repair Inc is the most consistently top-ranked option right now, with Airnizer HVAC and American HVAC Corp also appearing near the top across multiple lists.
1. Manhattan HVAC & Appliance Repair Inc
2. Airnizer HVAC
3. American HVAC Corp
4. Green Ductors
5. 212 HVAC
Who keeps getting named instead

New York's AI-recommended HVAC contractor businesses

BusinessTimes named
Airnizer HVAC2
American HVAC Corp2
Green Ductors2
212 HVAC2
Manhattan HVAC & Appliance Repair Inc2
USA Heating and AC Repair1
Figlia & Sons1
Weather Makers NYC1
Arista1
KOKA-TECH HVAC1

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