Index report · updates daily
Who does AI recommend for HVAC company work?
We ask AI engines the exact question a customer asks — “what are the best HVAC company options in [city]?” — across 20 US metros on a rolling schedule, store every answer as a receipt, and measure it deterministically. This page is the live HVAC company slice.
Sample: 140 captured answers · engine: DeepSeek · latest capture Aug 12, 2026
96%
of answers name specific HVAC company companies
3.1
companies named per answer, average
51%
of answers cite directories alongside
1%
hedge with no names — open seats
By metro
Where the HVAC companyrecommendation seats are taken — and where they’re still open.
What this means if you run a HVAC company
When a customer asks, the engines answer with roughly 3.1 named companies — and 96% of the time those names are specific businesses someone can call. Either yours is on that shortlist or a competitor’s is. The metros above showing lower rates are open seats: nobody has built the signals yet, and the first HVAC company to do so tends to take the recommendation and hold it. Our full playbook for this trade is on AEO for HVAC.
Sample receipts
Methodology, limits, and the cross-trade picture live on the Local AI Index. Cite freely (CC-BY): RankNext Local AI Index.
Use this data
Everything on this page is published under CC BY 4.0: quote it, chart it, republish it, with attribution. Suggested citation:
RankNext Local AI Index, HVAC company report (August 2026). https://www.ranknext.io/research/hvac. Licensed CC BY 4.0.
Raw data: CSV · JSON. Refreshed automatically as new batches land.
Or embed the live stat card (it updates itself; keep the source line):
<iframe src="https://www.ranknext.io/embed/index/hvac" width="360" height="200" style="border:0;border-radius:14px;overflow:hidden" loading="lazy" title="RankNext Local AI Index, HVAC company report"></iframe> <p>Source: <a href="https://www.ranknext.io/research/hvac">RankNext Local AI Index, HVAC company report</a></p>
See if AI names your HVAC company.
Run the same capture for your business and city — one real answer, with a shareable receipt either way.
Free · about 60 seconds · no call required