What LLMs cite
walk in shower conversion cost estimate for older home
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
2
Bath Fitter was the #1 recommendation twice.
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 | 2 | 100% |
| 2 | Re-Bath Claim | 2 of 3 | 1 | 67% |
| 3 | ReBath Claim | 1 of 3 | 0 | 33% |
| 4 | Improveit Home Remodeling Claim | 3 of 3 | 0 | 100% |
| 5 | Bath Planet Claim | 2 of 3 | 0 | 67% |
| 6 | Kohler LuxStone Claim | 2 of 3 | 0 | 67% |
| 7 | Luxury Bath Claim | 2 of 3 | 0 | 67% |
| 8 | Jacuzzi Bath Remodel Claim | 2 of 3 | 0 | 67% |
What Each AI Recommended
Recent answer snapshots by engine.
ChatGPT
+5 more in this answer
Gemini
- 1. Re-Bath
- 2. Bath Fitter
- 3. Kohler LuxStone
- 4. Jacuzzi Bath Remodel
- 5. Bath Planet
- 6. The Home Depot Home Services
+5 more in this answer
Claude
- 1. Bath Fitter
- 2. Re-Bath
- 3. Improveit Home Remodeling
- 4. Luxury Bath
- 5. West Shore Home
- 6. Home Depot Bath Remodeling
+5 more in this answer
What LLMs cite
Sources cited in the most recent prompt runs for this question. The mix varies by engine.
- dublin.improveitusa.com Tub To Shower Conversion Service in Dublin, OH
- alphabaths.com Walk In Shower Cost: Trusted 2026 Price Calculator
- angi.com Angi - Average Cost To Convert Tub To Shower
- angi.com How Much Does a Tub-to-Shower Conversion Cost?
- bathfitter.com Bath Fitter - Tub to Shower Conversions
- bathfitter.com Tub-to-Shower Conversion
- bathplanet.com Bath Planet Bathroom Remodeling
- georgeservice.com What Is the Average Cost to Install a Walk-In Shower in 2026
Related questions
See how this market performs for the questions customers are asking AI.
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- Affordable high-quality business printer for a home office budget Brother
- How to get a quick home insurance quote with tailored options State Farm
- 2 bedroom apartments for rent DTC with two home office spaces Outlook DTC
- are walk in showers a good investment for home value Bath Fitter
- What common damages are excluded from standard home insurance policies? State Farm
- Compare online lenders for emergency home improvement loans SoFi
- Get a comprehensive homeowners insurance quote online for a new home State Farm
- Best way to stop drafts and significantly lower heating bills in an older home
- How does life insurance protect my family's home? New York Life
Markets move fast once AI patterns set in.
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 Re-Bath 67%
- #3 ReBath 33%
- #4
- #5 Bath Planet 67%
- #6 Kohler LuxStone 67%
- #7 Luxury Bath 67%
- #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.
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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
- walk in shower conversion cost estimate for older home
- Market
- United States
- AI engines
- Claude, ChatGPT, and Gemini
- Research date
- November 3, 2026