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Local AI Visibility Index · Spokane, WA

Which HVAC companies does AI recommend in Spokane?

Across 352 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 2026-08-1824 measurement runs0% 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 211 answers · 4 engines

  2. 2Cougar Heating and Air Conditioning13

    named in 159 answers · 3 engines

  3. 3Trademark Heating13

    named in 157 answers · 3 engines

  4. 4Holliday Heating + Cooling + Electric9

    named in 113 answers · 3 engines

  5. 5Spokane Comfort Systems8

    named in 100 answers · 4 engines

  6. 6Sturm Heating & Air Conditioning8

    named in 93 answers · 3 engines

  7. 7Bill’s Heating & A/C5

    named in 65 answers · 3 engines

  8. 8Holliday Heating + Cooling + Electrical4

    named in 45 answers · 3 engines

  9. 9PNW Heating and Air3

    named in 32 answers · 2 engines

  10. 10Cougar Heating3

    named in 31 answers · 1 engine

Where these answers came from

The domains the engines cited to ground their Spokane HVAC company recommendations, by number of answers citing them.

serviceagent.ai154reddit.com148expertise.com144hvacservice.io91pnwheatingair.com91hollidayheating.com91callbills.com88angi.com73seolium.com71bestprosintown.com68

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 24 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, 2026-08-18.

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