What LLMs cite
Urgent AC repair Cincinnati today
From recent prompt runs · US · Updated July 27, 2026
GEOGrow tested this high-intent customer question across Gemini, ChatGPT, and Perplexity. Rankings below show which companies appeared most often in those responses — not who is independently the best.
Top brand
Quality Comfort Home Services
Leads across all key metrics
AI engines mentioning
2 of 3
Quality Comfort Home Services appears in 2 of 3 AI engines
#1 recommendations
1
Quality Comfort Home Services was the #1 recommendation once.
AI answer share
67%
Quality Comfort Home Services appears in 67% of answers in our tests
Top AI Answers
Which companies appear most often in AI responses?
Updated July 27, 2026
| # | Company | AI engines mentioning | #1 recommendations | AI answer share |
|---|---|---|---|---|
| 1 | Quality Comfort Home Services Claim your company | 2 of 3 | 1 | 67% |
| 2 | Thomas & Galbraith Heating, Cooling & Plumbing Claim | 2 of 3 | 1 | 67% |
| 3 | Baker Bauer & Fish Claim | 1 of 3 | 1 | 33% |
| 4 | Schneller & Knochelmann Plumbing, Heating & Air Claim | 1 of 3 | 0 | 33% |
| 5 | Arlinghaus Claim | 1 of 3 | 0 | 33% |
| 6 | Apollo Home Claim | 1 of 3 | 0 | 33% |
| 7 | JonLe Heating & Cooling Claim | 1 of 3 | 0 | 33% |
| 8 | One Hour Heating & Air Conditioning Claim | 1 of 3 | 0 | 33% |
What Each AI Recommended
Recent answer snapshots by engine.
ChatGPT
- 1. Baker Bauer & Fish
- 2. Arlinghaus
- 3. Quality Comfort Home Services
- 4. JonLe Heating & Cooling
- 5. American Heating & Air Conditioning Co.
- 6. Reupert Heating & Air Conditioning
+5 more in this answer
Gemini
- 1. Quality Comfort Home Services
- 2. Schneller & Knochelmann Plumbing, Heating & Air
- 3. Thomas & Galbraith Heating, Cooling & Plumbing
- 4. Apollo Home
- 5. One Hour Heating & Air Conditioning
- 6. National Heating and Air Conditioning
+2 more in this answer
Perplexity
What LLMs cite
Sources cited in the most recent prompt runs for this question. The mix varies by engine.
- apollohome.com AC Repair Services in Cincinnati & Dayton, OH
- consumeraffairs.com 9 Best HVAC Companies in Cincinnati, OH of 2026
- schnellerair.com Emergency AC Repair In Cincinnati, OH | 24/7 Availability
- expertise.com 16 Best Cincinnati, OH AC Repair Services | Expertise.com
- thomasgalbraith.com Cincinnati Air Conditioner Repair - $100 OFF Any AC Repair
- acrepaircincinnati.com AC Repair in Cincinnati, OH | Five Star Cooling
- adcoheatingandair.com AC Repair in Cincinnati, OH | Adco Heating
- apollohome.com HVAC Plumbing, \u0026 Electrical Services in Greater Cincinnati \u0026 Dayton, OH
Who's Winning in AI?
AI Leaderboard · Based on this buyer question
Quality Comfort Home Services currently leads this conversation. AI visibility leadership is valuable — but competitive markets shift fast.
Quality Comfort Home Services currently leads this conversation.
- #1
- #2
- #3
- #4
- #5 Arlinghaus 33%
- #6 Apollo Home 33%
- #7
- #8
Get ahead of the competition
Defend this answer before competitors close the gap.
Multiple businesses already appear in this answer set. Claim your company, improve your visibility, and compete for the recommendations students and institutions will actually see.
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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: 3 independent AI observations.
- Question tested
- Urgent AC repair Cincinnati today
- Market
- US
- AI engines
- Gemini, ChatGPT, and Perplexity
- Research date
- July 27, 2026