Local AI Visibility Index · Spokane, WA

Which HVAC companies does AI recommend in Spokane?

Across 435 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.

As of 2026-11-0830 measurement runs99% naming density

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.

  1. 1R&R Heating & Air Conditioning16

    named in 282 answers · 4 engines

  2. 2Holliday Heating + Cooling + Electrical16

    named in 278 answers · 3 engines

  3. 3Cougar Heating and Air Conditioning15

    named in 259 answers · 3 engines

  4. 4Trademark Heating and Cooling12

    named in 201 answers · 3 engines

  5. 5Sturm Heating & Air Conditioning9

    named in 150 answers · 3 engines

  6. 6Spokane Comfort Systems remains a strong7

    named in 124 answers · 3 engines

  7. 7Bill’s Heating & A/C6

    named in 95 answers · 3 engines

  8. 8PNW Heating and Air4

    named in 64 answers · 2 engines

  9. 9Epic Electric Heating Cooling Plumbing3

    named in 51 answers · 3 engines

  10. 10Aire Serv of Spokane2

    named in 36 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.

serviceagent.ai250reddit.com161angi.com158expertise.com157callbills.com152pnwheatingair.com140sturmheating.com128randrheating.com127bestprosintown.com118hollidayheating.com109

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 30 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): Radveo, Local AI Visibility Index, HVAC companies in Spokane, WA, 2026-11-08.

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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.