Category AI Visibility Report
Water Beds 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
4
Buyer topics monitored
10
Brands on the AI shelf
Key insights
- Over the last 30 days, GEOly monitored 4 buyer topics in Water Beds across ChatGPT, Google AI Mode, Google AI Overviews — an estimated 0 AI queries per month.
- Boyd Sleep leads the AI shelf with 28.1% of brand mentions, followed by Innomax (24.7%) and Strobel (24.6%). The top three hold 77.4% combined — a concentrated shelf where challengers need a differentiated topic wedge.
- The highest-demand topic is “water bed mattress water beds” (top keyword “waterbed mattress”, ~4,400 searches/mo).
- AI answers lean on boydwaterbeds.com most (16.6% 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 | Boyd Sleep | 385 | 28.1% |
| 2 | Innomax | 339 | 24.7% |
| 3 | Strobel | 337 | 24.6% |
| 4 | Sterling | 171 | 12.5% |
| 5 | Blue Magic | 46 | 3.4% |
| 6 | Boyd Flotation | 16 | 1.2% |
| 7 | White Noise | 15 | 1.1% |
| 8 | American National | 11 | 0.8% |
| 9 | Boyd Waterbeds | 8 | 0.6% |
| 10 | Classic Mattresses | 7 | 0.5% |
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 |
|---|---|---|---|
| water bed mattress water beds | — | waterbed mattress | 4,400 |
| king size water beds | — | water beds king size | 480 |
| best water beds | — | water beds | 40,500 |
| queen size water beds | — | queen size waterbed for sale | 50 |
Sources AI cites in this category
Root domains AI engines cited most when answering category queries in the last 30 days.
| Domain | Citations | Share |
|---|---|---|
| boydwaterbeds.com | 29 | 16.6% |
| innomax.com | 25 | 14.3% |
| sleepsage.com | 24 | 13.7% |
| reddit.com | 22 | 12.6% |
| sterlingsleep.com | 13 | 7.4% |
| lowes.com | 13 | 7.4% |
| cainsbeddingandwaterbeds.com | 12 | 6.9% |
| mattressnut.com | 11 | 6.3% |
Related category reports
FAQ
Which brands do AI assistants recommend most for water beds?
Over the last 30 days the top brands by AI mention share are: Boyd Sleep (28.1%), Innomax (24.7%), Strobel (24.6%), Sterling (12.5%), Blue Magic (3.4%). Data from GEOly's continuous monitoring across ChatGPT, Google AI Mode, Google AI Overviews.
How many people ask AI about water beds?
GEOly estimates ~0 AI queries per month in this category across 4 buyer topics, led by “water bed mattress water beds”.
Which sources do AI engines cite for water beds?
The most-cited domains are: boydwaterbeds.com, innomax.com, sleepsage.com, reddit.com, sterlingsleep.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.