Local AI Visibility Index · Spokane, WA
Which HVAC companies does AI recommend in Spokane?
Across 552 answers from real AI assistants asked for the best HVAC company in Spokane, these are the businesses AI named most. The AI Visibility Score is each business's share of AI's attention in this market. It measures what AI actually said, not what we think it should say.
Who AI recommends
Ranked by how many AI answers named each business. The AI Visibility Score bar shows its share of the market's AI attention.
- 1R&R Heating & Air Conditioning17
named in 333 answers · 4 engines
- 2Cougar Heating and Air Conditioning16
named in 311 answers · 3 engines
- 3Holliday Heating + Cooling + Electrical15
named in 286 answers · 3 engines
- 4Trademark Heating and Cooling12
named in 238 answers · 3 engines
- 5Sturm Heating & Air Conditioning9
named in 167 answers · 3 engines
- 6Spokane Comfort Systems8
named in 159 answers · 4 engines
- 7Bill’s Heating & A/C5
named in 106 answers · 3 engines
- 8PNW Heating and Air4
named in 72 answers · 2 engines
- 9Epic Electric Heating Cooling Plumbing3
named in 50 answers · 2 engines
- 10Aire Serv of Spokane2
named in 42 answers · 3 engines
Where these answers came from
The domains the engines cited to ground their Spokane HVAC company recommendations, by number of answers citing them.
Method and caveats
We asked web-grounded AI assistants the questions a real customer asks about HVAC companies in Spokane, with no business of our own in the prompt, across 37 measurement runs. A business earns a position only after AI named it in more than one answer. An engine that failed to answer was omitted, never counted as a miss.
Caveats: AI answers vary run to run; this describes Spokane, WA over this window, nothing more; the AI Visibility Score is a measured share of attention, not an endorsement or a guarantee of quality. Figures update as coverage grows.
Cite freely with attribution (CC BY 4.0): GBPmonster, Local AI Visibility Index, HVAC companies in Spokane, WA, 2026-09-18.
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Why Spokane
Spokane is the largest metro in Eastern Washington, where a handful of established shops dominate the Map pack and newer businesses get buried.