What LLMs cite
Who does commercial air conditioning installation for small businesses in Seattle?
From recent prompt runs · United States · Updated November 2, 2026
GEOGrow tested this high-intent customer question across ChatGPT, Gemini, Perplexity, and Claude. Rankings below show which companies appeared most often in those responses — not who is independently the best.
Top brand
Fischer Heating & Air Conditioning
Leads across all key metrics
AI engines mentioning
3 of 4
Fischer Heating & Air Conditioning appears in 3 of 4 AI engines
#1 recommendations
1
Fischer Heating & Air Conditioning was the #1 recommendation once.
AI answer share
75%
Fischer Heating & Air Conditioning appears in 75% of answers in our tests
Top AI Answers
Which companies appear most often in AI responses?
Updated November 2, 2026
| # | Company | AI engines mentioning | #1 recommendations | AI answer share |
|---|---|---|---|---|
| 1 | Fischer Heating & Air Conditioning Claim your company | 3 of 4 | 1 | 75% |
| 2 | MacDonald-Miller Facility Solutions Claim | 2 of 4 | 2 | 50% |
| 3 | PSF Mechanical Claim | 1 of 4 | 0 | 25% |
| 4 | McKinstry Claim | 1 of 4 | 0 | 25% |
| 5 | Pro-Staff Mechanical Claim | 1 of 4 | 0 | 25% |
| 6 | Greenwood Heating and Home Services Claim | 2 of 4 | 0 | 50% |
| 7 | Seattle Mechanical Claim | 1 of 4 | 0 | 25% |
| 8 | Evergreen Refrigeration & Commercial HVAC Claim | 1 of 4 | 0 | 25% |
What Each AI Recommended
Recent answer snapshots by engine.
ChatGPT
- 1. MacDonald-Miller Facility Solutions
- 2. PSF Mechanical
- 3. Seattle Mechanical
- 4. Holaday-Parks
- 5. Hermanson Company
- 6. Pacific Air Control
+15 more in this answer
Gemini
- 1. MacDonald-Miller Facility Solutions
- 2. McKinstry
- 3. Greenwood Heating and Home Services
- 4. Brennan Heating & Air Conditioning
- 5. MM Comfort Systems
- 6. Better Air NW
+15 more in this answer
Perplexity
Claude
No listed companies extracted from this model’s response.
What LLMs cite
Sources cited in the most recent prompt runs for this question. The mix varies by engine.
- google.com Eco Electric, Plumbing, Heating and Air
- serviceagent.ai Install HVAC in Seattle, Washington: 16 Top Pros (2026)
- accoes.com ACCO Engineered Systems
- airsystemsengineering.com Air Systems Engineering
- auburnmechanical.com Auburn Mechanical
- brennanheating.com Air Conditioning Installation in Seattle
- emeraldaire.com Emerald Aire
- evergreenhomeheatingandenergy.com Evergreen Home Heating and Energy
Related questions
See how this market performs for the questions customers are asking AI.
- Air purification for indoor cannabis cultivation Airocide
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- HVAC AI answering service VoicePro
- Who are the best HVAC companies? Carrier
- Which HVAC companies are known for reliable service? Carrier
- Who should I call for heating and cooling? Carrier
- Which HVAC companies should I compare for heating and cooling? Carrier
- What are alternatives to leading HVAC companies? Carrier
- Heating and Cooling Cincinnati Apollo Home
- best hvac companies seattle Greenwood Heating and Home Services
- Best commercial HVAC contractors in Seattle for scheduled maintenance contracts Fischer Heating & Air Conditioning
- What are alternatives to leading HVAC equipment manufacturer companies? Carrier
- furnace tuneup Michael & Son
Markets move fast once AI patterns set in.
Who's Winning in AI?
AI Leaderboard · Based on this buyer question
Fischer Heating & Air Conditioning currently leads this conversation. AI visibility leadership is valuable — but competitive markets shift fast.
Fischer Heating & Air Conditioning currently leads this conversation.
- #1
- #2
- #3 PSF Mechanical 25%
- #4 McKinstry 25%
- #5
- #6
- #7
- #8
Get ahead of the competition
Defend this answer before competitors close the gap.
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How We Measure AI Answer Share
AI Answer Tracker by GEOGrow measures how companies appear when high-intent customer questions are asked across supported AI platforms. Results are observational snapshots and can vary by model, location, personalization, source availability, and date.
AI Answer Share is weighted recommendation appearances divided by all possible recommendation opportunities. Rankings shown here represent the responses collected during the stated research period and are not endorsements by GEOGrow. Method: 4 independent AI observations.
- Question tested
- Who does commercial air conditioning installation for small businesses in Seattle?
- Market
- United States
- AI engines
- ChatGPT, Gemini, Perplexity, and Claude
- Research date
- November 2, 2026