What LLMs cite
best seattle plumbers
From recent prompt runs · United States · Updated November 3, 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
Best Plumbing
Leads across all key metrics
AI engines mentioning
2 of 4
Best Plumbing appears in 2 of 4 AI engines
#1 recommendations
1
Best Plumbing was the #1 recommendation once.
AI answer share
50%
Best Plumbing appears in 50% 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 | Best Plumbing Claim your company | 2 of 4 | 1 | 50% |
| 2 | Beacon Plumbing, Heating, Electrical & Mechanical Claim | 1 of 4 | 1 | 25% |
| 3 | 2 Sons Plumbing, Sewer, Septic, Electric, Heating & Air Claim | 1 of 4 | 1 | 25% |
| 4 | Gene Johnson Plumbing & Heating Claim | 2 of 4 | 0 | 50% |
| 5 | Beacon Plumbing Claim | 1 of 4 | 0 | 25% |
| 6 | Bee's Plumbing and Heating Claim | 1 of 4 | 0 | 25% |
| 7 | Bob Oates Sewer & Rooter Claim | 2 of 4 | 0 | 50% |
| 8 | South West Plumbing, Heating, Air, & Electric Claim | 1 of 4 | 0 | 25% |
What Each AI Recommended
Recent answer snapshots by engine.
ChatGPT
- 1. Beacon Plumbing, Heating, Electrical & Mechanical
- 2. Gene Johnson Plumbing & Heating
- 3. Best Plumbing
- 4. Fischer Plumbing
- 5. Mr. Rooter Plumbing of Seattle
- 6. Bob Oates Sewer & Rooter
+14 more in this answer
Gemini
- 1. Best Plumbing
- 2. Beacon Plumbing
- 3. Bob Oates Sewer & Rooter
- 4. Fox Plumbing & Heating
- 5. Fischer Plumbing
- 6. O'Neill Plumbing Co.
+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.
- yelp.com TOP 10 BEST Emergency Plumber in Seattle, WA
- trustanalytica.org Best Plumbers in Seattle
- thumbtack.com Affordable Plumbing Services in Seattle, WA
- datasetlabs.ai 58 Plumbers in Seattle, WA - Dataset Labs
- bestinhood.com 6 Best Plumbers in Seattle (2026)
- homeadvisor.com Plumbing Installers for a Remodel or Addition in Seattle
- facebook.com Best Plumbing Options Near Seattle Stone Way
- google.com 2 Sons Plumbing & Sewer
Who's Winning in AI?
AI Leaderboard · Based on this buyer question
Best Plumbing currently leads this conversation. AI visibility leadership is valuable — but competitive markets shift fast.
Best Plumbing currently leads this conversation.
- #1 Best Plumbing 50%
- #2
- #3
- #4
- #5 Beacon Plumbing 25%
- #6
- #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.
Leading in AI is an advantage — keeping it is the strategy.
Turn current visibility into durable pipeline with GEOGrow.
We work with one premium provider per service category and market.
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
- best seattle plumbers
- Market
- United States
- AI engines
- ChatGPT, Gemini, Perplexity, and Claude
- Research date
- November 3, 2026