Local AI Visibility Index · Spokane, WA

Which HVAC companies does AI recommend in Spokane?

Across 415 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 2026-08-2228 measurement runs96% 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 Conditioning17

    named in 244 answers · 4 engines

  2. 2Cougar Heating and Air Conditioning16

    named in 225 answers · 3 engines

  3. 3Holliday Heating + Cooling + Electrical14

    named in 198 answers · 3 engines

  4. 4Trademark Heating13

    named in 189 answers · 3 engines

  5. 5Spokane Comfort Systems8

    named in 111 answers · 4 engines

  6. 6Sturm Heating & Air Conditioning8

    named in 111 answers · 3 engines

  7. 7Bill’s Heating & A/C6

    named in 79 answers · 3 engines

  8. 8PNW Heating and Air3

    named in 47 answers · 2 engines

  9. 9Aire Serv of Spokane2

    named in 34 answers · 3 engines

  10. 10Epic Electric2

    named in 31 answers · 2 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.ai193reddit.com175expertise.com166pnwheatingair.com120callbills.com116hollidayheating.com110hvacservice.io109angi.com104seolium.com90randrheating.com83

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 28 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, 2026-08-22.

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