What LLMs cite
safe walk in shower installation for accessibility needs
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
Kohler
Leads across all key metrics
AI engines mentioning
2 of 3
Kohler appears in 2 of 3 AI engines
#1 recommendations
1
Kohler was the #1 recommendation once.
AI answer share
67%
Kohler appears in 67% 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 | Kohler Claim your company | 2 of 3 | 1 | 67% |
| 2 | Safe In Place Claim | 1 of 3 | 1 | 33% |
| 3 | KOHLER LuxStone Claim | 1 of 3 | 1 | 33% |
| 4 | American Standard Claim | 2 of 3 | 0 | 67% |
| 5 | ReBath Claim | 2 of 3 | 0 | 67% |
| 6 | Safe Step Claim | 1 of 3 | 0 | 33% |
| 7 | Bath Fitter Claim | 3 of 3 | 0 | 100% |
| 8 | Jacuzzi Bath Remodel Claim | 2 of 3 | 0 | 67% |
What Each AI Recommended
Recent answer snapshots by engine.
ChatGPT
- 1. KOHLER LuxStone
- 2. ReBath
- 3. Bath Fitter
- 4. Safe Step Walk-In Showers
- 5. American Standard Walk-In Showers
- 6. Jacuzzi Bath Remodel
+5 more in this answer
Gemini
- 1. Kohler
- 2. Safe Step
- 3. Jacuzzi Bath Remodel
- 4. ReBath
- 5. American Standard
- 6. Bath Fitter
+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.
- google.com 60"x31" Handicapped Accessible Shower 1" roll-in threshold Right drain
- norwalk.premier-homepros.com Walk In Shower Installation Service in Norwalk, CT
- aginginplace.org Aging in Place Accessible Shower Guide
- americanstandard-us.com American Standard Walk-In Showers
- americanstandardshowers.com American Standard Showers
- bathfitter.com Bath Fitter Accessible Walk-In Showers
- bathfitter.com Bath Fitter
- bathplanet.com Bath Planet
- google.com Roll in Shower Enclosure 60"x49 apf6048bf5p
- google.com 64" x 36" Freedom ADA Roll in Shower
- google.com Five Piece 50-1/2 in. x 50-1/8 in. Accessible Shower Stall Barrier-Free Walk-in Design for Mobility & Safety apf5050bf5p
Who's Winning in AI?
AI Leaderboard · Based on this buyer question
Kohler currently leads this conversation. AI visibility leadership is valuable — but competitive markets shift fast.
Kohler currently leads this conversation.
- #1 Kohler 67%
- #2 Safe In Place 33%
- #3 KOHLER LuxStone 33%
- #4
- #5 ReBath 67%
- #6 Safe Step 33%
- #7 Bath Fitter 100%
- #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: 3 independent AI observations.
- Question tested
- safe walk in shower installation for accessibility needs
- Market
- United States
- AI engines
- Claude, ChatGPT, and Gemini
- Research date
- November 3, 2026