Category AI Visibility Report
Smart Toilets 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
≈1,886
Est. AI queries / month
5
Buyer topics monitored
10
Brands on the AI shelf
Key insights
- Over the last 30 days, GEOly monitored 5 buyer topics in Smart Toilets across ChatGPT, Google AI Mode, Google AI Overviews — an estimated 1,886 AI queries per month.
- Toto leads the AI shelf with 36.9% of brand mentions, followed by Kohler (25.6%) and WOODBRIDGE (6.5%). The top three hold 69% combined — a concentrated shelf where challengers need a differentiated topic wedge.
- The highest-demand topic is “smart toilets with remote control” (top keyword “toto remote control toilet”, ~1,000 searches/mo).
- AI answers lean on goodhousekeeping.com most (21.2% 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 | Toto | 1,103 | 36.9% |
| 2 | Kohler | 766 | 25.6% |
| 3 | WOODBRIDGE | 193 | 6.5% |
| 4 | HOROW | 173 | 5.8% |
| 5 | DeerValley | 129 | 4.3% |
| 6 | EPLO | 113 | 3.8% |
| 7 | Brondell | 111 | 3.7% |
| 8 | BioBidet | 62 | 2.1% |
| 9 | Swiss Madison | 38 | 1.3% |
| 10 | Geberit Duofix | 37 | 1.2% |
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 |
|---|---|---|---|
| smart toilets with remote control | ≈1,886 | toto remote control toilet | 1,000 |
| best smart toilets | — | smart toilet | 27,100 |
| Kohler smart toilets | — | kohler toilet | 74,000 |
| smart toilets with bidet | — | smart toilets with bidet | 5,400 |
| Toto smart toilets | — | toto smart toilet | 3,600 |
Sources AI cites in this category
Root domains AI engines cited most when answering category queries in the last 30 days.
| Domain | Citations | Share |
|---|---|---|
| goodhousekeeping.com | 90 | 21.2% |
| reddit.com | 88 | 20.8% |
| smarthomeexplorer.com | 71 | 16.7% |
| kohler.com | 70 | 16.5% |
| bestflushingtoilets.com | 21 | 5% |
| wired.com | 17 | 4% |
| waterclue.com | 12 | 2.8% |
| thespruce.com | 8 | 1.9% |
FAQ
Which brands do AI assistants recommend most for smart toilets?
Over the last 30 days the top brands by AI mention share are: Toto (36.9%), Kohler (25.6%), WOODBRIDGE (6.5%), HOROW (5.8%), DeerValley (4.3%). Data from GEOly's continuous monitoring across ChatGPT, Google AI Mode, Google AI Overviews.
How many people ask AI about smart toilets?
GEOly estimates ~1,886 AI queries per month in this category across 5 buyer topics, led by “smart toilets with remote control”.
Which sources do AI engines cite for smart toilets?
The most-cited domains are: goodhousekeeping.com, reddit.com, smarthomeexplorer.com, kohler.com, bestflushingtoilets.com. 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.