What LLMs cite
water heater repair
From recent prompt runs · US · Updated October 25, 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
Roto-Rooter
Leads across all key metrics
AI engines mentioning
3 of 4
Roto-Rooter appears in 3 of 4 AI engines
#1 recommendations
3
Roto-Rooter was the #1 recommendation 3 times.
AI answer share
75%
Roto-Rooter appears in 75% of answers in our tests
Top AI Answers
Which companies appear most often in AI responses?
Updated October 25, 2026
| # | Company | AI engines mentioning | #1 recommendations | AI answer share |
|---|---|---|---|---|
| 1 | Roto-Rooter Claim your company | 3 of 4 | 3 | 75% |
| 2 | Mr. Rooter Plumbing Claim | 2 of 4 | 0 | 50% |
| 3 | ARS / Rescue Rooter Claim | 2 of 4 | 0 | 50% |
| 4 | A. O. Smith Authorized Service Claim | 1 of 4 | 0 | 25% |
| 5 | Benjamin Franklin Plumbing Claim | 2 of 4 | 0 | 50% |
| 6 | New Jersey R Home Services Claim | 1 of 4 | 0 | 25% |
| 7 | Water Heater Man Claim | 2 of 4 | 0 | 50% |
| 8 | Crawford Mechanical Services Claim | 2 of 4 | 0 | 50% |
What Each AI Recommended
Recent answer snapshots by engine.
ChatGPT
- 1. Roto-Rooter
- 2. Mr. Rooter Plumbing
- 3. Benjamin Franklin Plumbing
- 4. ARS/Rescue Rooter
- 5. A. O. Smith Authorized Service Provider
- 6. Rheem Pro Partner
+15 more in this answer
Gemini
- 1. Roto-Rooter
- 2. ARS / Rescue Rooter
- 3. Benjamin Franklin Plumbing
- 4. Mr. Rooter Plumbing
- 5. A. O. Smith
- 6. Rheem
+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.
- youtube.com 6 Questions To Help You Understand Water Heater Repair and ...
- hotwater.com Water Heater Warranty Repair Service Near Me
- njrhomeservices.com Repair Your Water Heater
- waterheatermaninc.com About Us
- crawfordmech.com Water Heater Repair: How to Ensure Reliable Hot Water
- yelp.com TOP 10 BEST Water Heater Repair in Los Angeles, CA
- ahs.com How to Fix Your Home’s Water Heater | AHS
- corleypro.com 8 Common Hot Water Heater Problems & Ways to Respond
Who's Winning in AI?
AI Leaderboard · Based on this buyer question
Roto-Rooter currently leads this conversation. AI visibility leadership is valuable — but competitive markets shift fast.
Roto-Rooter currently leads this conversation.
- #1 Roto-Rooter 75%
- #2
- #3
- #4
- #5
- #6
- #7 Water Heater Man 50%
- #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.
Leading in AI is an advantage — keeping it is the strategy.
Turn current visibility into durable pipeline with GEOGrow.
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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
- water heater repair
- Market
- US
- AI engines
- ChatGPT, Gemini, Perplexity, and Claude
- Research date
- October 25, 2026