| Company | Share of responses | Answer Share | Citation Share |
|---|---|---|---|
| Jacobson Heating & Cooling | 68.8% | 1.6% | |
| Godwin Heating & Cooling | 53.1% | 0.8% | |
| EMCO Tech Heating & Cooling | 48.4% | n/d | |
| Vredevoogd Heating & Cooling | 39.1% | 2.8% | |
| Schaafsma Heating & Cooling | 37.5% | 1.3% | |
| Arista Air Conditioning & Heating: | 29.7% | n/d | |
| Oasis Heating and Cooling | 26.6% | n/d | |
| Besco Air Inc. Heating & Cooling | 26.6% | n/d | |
| R S Heating and Cooling | 17.2% | n/d | |
| Metro Heating & Cooling | 15.6% | n/d | |
| Seattle Heating & Cooling | 12.5% | n/d | |
| Clear Comfort Air Conditioning & Heating – Orlando | 9.4% | 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.