| Company | Share of responses | Answer Share | Citation Share |
|---|---|---|---|
| National Heating & Cooling | 53.6% | 1.5% | |
| Mechanical Heating, Cooling & Electrical | 41.3% | 0.1% | |
| Manning Mechanical | 34.1% | 0.7% | |
| Arista Air Conditioning & Heating: | 27.5% | n/d | |
| Anytime Heating & Cooling | 27.5% | n/d | |
| Andy's Statewide Heating and Air Conditioning | 22.5% | n/d | |
| Randazzo Heating & Cooling | 21.7% | 0.8% | |
| LC Heating, LA Air Conditioning, and Air Dept | 17.4% | n/d | |
| Oasis Heating and Cooling | 14.5% | n/d | |
| Dynamic HVAC | 13.8% | 2.5% | |
| A & E Heating & Cooling Company | 11.6% | n/d | |
| Family Heating & Cooling | 11.6% | n/d |
Every week, the same frozen set of 4 question phrasings is sent to OpenAI, Anthropic, Google Gemini, and Perplexity — through each provider’s official API, with active web search, never through a consumer chat interface.
Same market, same questions, repeated on a fixed schedule — not a single sample. No AI model is paid or influenced; this page reports what each one already says.
Answer Share — the share of measured responses that name a given company. 55.6% means the company appeared in 55.6% of the responses collected for this market.
Market concentration — the share of responses naming at least one of the top 3 companies: how fragmented or concentrated the answers are for this market.
Citation Share — the share of citations linking directly to a company’s own website, among companies whose domain we’ve matched. Shown as n/d where we haven’t matched a domain, or 0% where the domain is known but never cited directly — AI models often cite a review aggregator instead of the company’s own site.
The date at the top of this page is when this market was last measured. Numbers refresh weekly.