Category AI Visibility Report
Bathroom Safety Products AI Visibility Report 2026: Top Brands & Buyer Topics in AI Search
Data updated 2026-08-27 · 30-day window · ChatGPT · Google AI Mode · Google AI Overviews
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Est. AI queries / month
3
Buyer topics monitored
10
Brands on the AI shelf
Key insights
- Over the last 30 days, GEOly monitored 3 buyer topics in Bathroom Safety Products across ChatGPT, Google AI Mode, Google AI Overviews — an estimated 0 AI queries per month.
- Moen leads the AI shelf with 23.7% of brand mentions, followed by MOEN Home Care (8.8%) and Medline (6.4%). The top three hold 38.9% combined — a shelf that has not consolidated yet, leaving a clear window for challengers.
- The highest-demand topic is “bathroom safety products installation” (top keyword “home depot grab bars for shower”, ~1,000 searches/mo).
- AI answers lean on homedepot.com most (16.8% of citations) — earning presence on these sources is the shortest path to being recommended.
Brands AI recommends most
Share of brand mentions across AI answers in the last 30 days (Share of Model).
| # | Brand | AI mentions | Share |
|---|---|---|---|
| 1 | Moen | 192 | 23.7% |
| 2 | MOEN Home Care | 71 | 8.8% |
| 3 | Medline | 52 | 6.4% |
| 4 | Glacier Bay | 49 | 6.1% |
| 5 | Delta Unisaw | 45 | 5.6% |
| 6 | Vive Health | 38 | 4.7% |
| 7 | Kohler | 32 | 4% |
| 8 | Stander | 31 | 3.8% |
| 9 | SEACHROME | 17 | 2.1% |
| 10 | Drive Medical | 16 | 2% |
What shoppers ask AI
Buyer topics monitored in this category, with estimated monthly AI queries and the top Google keyword behind each topic.
| Topic | Est. AI queries / mo | Top keyword | Search volume / mo |
|---|---|---|---|
| bathroom safety products installation | — | home depot grab bars for shower | 1,000 |
| bathroom safety products for seniors | — | free grab bar installation for seniors | 590 |
| bathroom safety products | — | shower safety bars | 2,900 |
Sources AI cites in this category
Root domains AI engines cited most when answering category queries in the last 30 days.
| Domain | Citations | Share |
|---|---|---|
| homedepot.com | 32 | 16.8% |
| mayoclinic.com | 24 | 12.6% |
| lowes.com | 20 | 10.5% |
| reddit.com | 19 | 9.9% |
| cdc.gov | 13 | 6.8% |
| moen.com | 12 | 6.3% |
| access-board.gov | 10 | 5.2% |
| cvs.com | 9 | 4.7% |
FAQ
Which brands do AI assistants recommend most for bathroom safety products?
Over the last 30 days the top brands by AI mention share are: Moen (23.7%), MOEN Home Care (8.8%), Medline (6.4%), Glacier Bay (6.1%), Delta Unisaw (5.6%). Data from GEOly's continuous monitoring across ChatGPT, Google AI Mode, Google AI Overviews.
How many people ask AI about bathroom safety products?
GEOly estimates ~0 AI queries per month in this category across 3 buyer topics, led by “bathroom safety products installation”.
Which sources do AI engines cite for bathroom safety products?
The most-cited domains are: homedepot.com, mayoclinic.com, lowes.com, reddit.com, cdc.gov. Building brand presence on these sources is the most direct way to win AI recommendations.
Methodology
GEOly continuously runs category buyer prompts across ChatGPT, Google AI Mode, Google AI Overviews and records which brands are mentioned and which sources are cited. Figures aggregate a 30-day window; AI query volumes are modeled estimates from keyword demand and AI-adoption share. Data: GEOly MCP Server, updated 2026-08-27.
See your brand inside this category
GEOly tracks how ChatGPT, Google AI Mode and Google AI Overviews mention, rank and cite your brand against every competitor above — and what to fix to win the AI shelf.