What LLMs cite
compare walk in shower companies for efficiency and warranty
From recent prompt runs · United States · Updated November 3, 2026
GEOGrow tested this high-intent customer question across Claude, ChatGPT, and Gemini. Rankings below show which companies appeared most often in those responses — not who is independently the best.
Top brand
Bath Fitter
Leads across all key metrics
AI engines mentioning
3 of 3
Bath Fitter appears in 3 of 3 AI engines
#1 recommendations
1
Bath Fitter was the #1 recommendation once.
AI answer share
100%
Bath Fitter appears in 100% 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 | Bath Fitter Claim your company | 3 of 3 | 1 | 100% |
| 2 | Kohler LuxStone Claim | 2 of 3 | 2 | 67% |
| 3 | Jacuzzi Bath Remodel Claim | 3 of 3 | 0 | 100% |
| 4 | KOHLER LuxStone Showers Claim | 1 of 3 | 0 | 33% |
| 5 | West Shore Home Claim | 3 of 3 | 0 | 100% |
| 6 | American Standard Claim | 2 of 3 | 0 | 67% |
| 7 | Re-Bath Claim | 1 of 3 | 0 | 33% |
| 8 | Bath Planet Claim | 2 of 3 | 0 | 67% |
What Each AI Recommended
Recent answer snapshots by engine.
ChatGPT
- 1. Bath Fitter
- 2. KOHLER LuxStone Showers
- 3. West Shore Home
- 4. Bath Planet
- 5. Five Star Bath
- 6. Jacuzzi Bath Remodel
+5 more in this answer
Gemini
+5 more in this answer
Claude
+5 more in this answer
What LLMs cite
Sources cited in the most recent prompt runs for this question. The mix varies by engine.
- reddit.com Bath Fitters vs ReModel : r/HomeImprovement - Reddit
- reveal.kohler.com Reveal by KOHLER Custom Shower Design
- youtube.com Before You Buy a KOHLER LuxStone Shower, Watch This
- americanstandard-us.com American Standard Walk-In Showers
- americanstandard-us.com American Standard Walk-In Tubs and Showers
- bathfitter.com Bath Fitter Walk-In Showers
- bathfitter.com Bath Fitter Showers
- bathfitter.com Bath Fitter Warranty
- youtube.com Is Kohler LuxStone Worth $18K–$25K?
Who's Winning in AI?
AI Leaderboard · Based on this buyer question
Bath Fitter currently leads this conversation. AI visibility leadership is valuable — but competitive markets shift fast.
Bath Fitter currently leads this conversation.
- #1 Bath Fitter 100%
- #2 Kohler LuxStone 67%
- #3 Jacuzzi Bath Remodel 100%
- #4
- #5 West Shore Home 100%
- #6
- #7 Re-Bath 33%
- #8 Bath Planet 67%
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: 3 independent AI observations.
- Question tested
- compare walk in shower companies for efficiency and warranty
- Market
- United States
- AI engines
- Claude, ChatGPT, and Gemini
- Research date
- November 3, 2026