What LLMs cite
burst pipes seattle
From recent prompt runs · United States · Updated November 3, 2026
GEOGrow tested this high-intent customer question across Gemini, ChatGPT, Perplexity, and Claude. Rankings below show which companies appeared most often in those responses — not who is independently the best.
Top brand
Ben's Plumbing
Leads across all key metrics
AI engines mentioning
3 of 4
Ben's Plumbing appears in 3 of 4 AI engines
#1 recommendations
1
Ben's Plumbing was the #1 recommendation once.
AI answer share
75%
Ben's Plumbing appears in 75% of answers in our tests
Top AI Answers
Which companies appear most often in AI responses?
Updated November 3, 2026
| # | Company | AI engines mentioning | #1 recommendations | AI answer share |
|---|---|---|---|---|
| 1 | Ben's Plumbing Claim your company | 3 of 4 | 1 | 75% |
| 2 | Gene Johnson Plumbing & Heating Claim | 2 of 4 | 1 | 50% |
| 3 | All Phase Plumbing Claim | 1 of 4 | 1 | 25% |
| 4 | Beacon Plumbing Claim | 1 of 4 | 0 | 25% |
| 5 | Beacon Plumbing, Heating, Electrical & Mechanical Claim | 1 of 4 | 0 | 25% |
| 6 | Gene Johnson Plumbing Claim | 1 of 4 | 0 | 25% |
| 7 | Roto-Rooter Plumbing & Water Cleanup Claim | 2 of 4 | 0 | 50% |
| 8 | Seattle Public Utilities Claim | 1 of 4 | 0 | 25% |
What Each AI Recommended
Recent answer snapshots by engine.
ChatGPT
- 1. Ben's Plumbing
- 2. Gene Johnson Plumbing & Heating
- 3. Beacon Plumbing, Heating, Electrical & Mechanical
- 4. Roto-Rooter Plumbing & Water Cleanup
- 5. Mr. Rooter Plumbing of Seattle
- 6. The Plumbing Joint
+14 more in this answer
Gemini
- 1. Gene Johnson Plumbing & Heating
- 2. Ben's Plumbing
- 3. Beacon Plumbing
- 4. Seattle Public Utilities
- 5. Fischer Plumbing
- 6. South West Plumbing
+14 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.
- reddit.com Pipes above our apartment burst last night. Here's some ...
- genejohnsonplumbing.com Burst Pipe Repair Services in Seattle, WA
- bens.plumbing Burst Pipe Repair Services in Seattle Area - Ben's Plumbing
- seattletimes.com Over 100 'no water' reports made during Seattle's cold snap
- youtube.com Cold temps burst pipes across Puget Sound | FOX 13 Seattle
- 2sonsplumbing.com 2 Sons Plumbing
- allphaseplumbing.com Emergency Burst Pipe Repair Seattle, All Phase Plumbing
- bellevueplumberpro.com Frozen and burst pipes in the Pacific Northwest
Who's Winning in AI?
AI Leaderboard · Based on this buyer question
Ben's Plumbing currently leads this conversation. AI visibility leadership is valuable — but competitive markets shift fast.
Ben's Plumbing currently leads this conversation.
- #1 Ben's Plumbing 75%
- #2
- #3
- #4 Beacon Plumbing 25%
- #5
- #6
- #7
- #8
Get ahead of the competition
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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
- burst pipes seattle
- Market
- United States
- AI engines
- Gemini, ChatGPT, Perplexity, and Claude
- Research date
- November 3, 2026