Category AI Visibility Report
Heated Mattress Pads 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
≈1,753
Est. AI queries / month
9
Buyer topics monitored
10
Brands on the AI shelf
Key insights
- Over the last 30 days, GEOly monitored 9 buyer topics in Heated Mattress Pads across ChatGPT, Google AI Mode, Google AI Overviews — an estimated 1,753 AI queries per month.
- Beautyrest leads the AI shelf with 21.9% of brand mentions, followed by Sunbeam (21.3%) and Serta (16.5%). The top three hold 59.7% combined — a concentrated shelf where challengers need a differentiated topic wedge.
- The highest-demand topic is “Heated mattress pads with dual control” (top keyword “heated mattress pad queen dual control”, ~390 searches/mo).
- AI answers lean on sleepfoundation.org most (31.5% 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 | Beautyrest | 813 | 21.9% |
| 2 | Sunbeam | 788 | 21.3% |
| 3 | Serta | 610 | 16.5% |
| 4 | Bedsure | 213 | 5.7% |
| 5 | BedJet | 211 | 5.7% |
| 6 | Eight Sleep | 158 | 4.3% |
| 7 | Biddeford | 148 | 4% |
| 8 | Bwarm | 118 | 3.2% |
| 9 | Sharper Image | 87 | 2.3% |
| 10 | Chilipad | 63 | 1.7% |
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 |
|---|---|---|---|
| Heated mattress pads with dual control | ≈1,693 | heated mattress pad queen dual control | 390 |
| Heated mattress pads for medical conditions | ≈60 | are heated mattress pads safe for pregnancy | 10 |
| Heated mattress pads for pain relief | — | electric heating pad for pain relief | 4,400 |
| Heated mattress pads safety and health | — | heating pad burns | 5,400 |
| Heated mattress pads by bed size | — | heated queen mattress pads | 3,600 |
| Heated mattress pads for specialty use | — | heated mattress pad | 14,800 |
| Heated mattress toppers and alternatives | — | heated sheets | 1,600 |
| Specialized heating pad types | — | infrared heating pad | 4,400 |
| Heated mattress pads with cooling | — | cooling and heating mattress | 1,300 |
Sources AI cites in this category
Root domains AI engines cited most when answering category queries in the last 30 days.
| Domain | Citations | Share |
|---|---|---|
| sleepfoundation.org | 194 | 31.5% |
| reddit.com | 104 | 16.9% |
| goodhousekeeping.com | 39 | 6.3% |
| mattressclarity.com | 34 | 5.5% |
| bobvila.com | 31 | 5% |
| mattressnut.com | 26 | 4.2% |
| bhg.com | 24 | 3.9% |
| homedepot.com | 20 | 3.3% |
FAQ
Which brands do AI assistants recommend most for heated mattress pads?
Over the last 30 days the top brands by AI mention share are: Beautyrest (21.9%), Sunbeam (21.3%), Serta (16.5%), Bedsure (5.7%), BedJet (5.7%). Data from GEOly's continuous monitoring across ChatGPT, Google AI Mode, Google AI Overviews.
How many people ask AI about heated mattress pads?
GEOly estimates ~1,753 AI queries per month in this category across 9 buyer topics, led by “Heated mattress pads with dual control”.
Which sources do AI engines cite for heated mattress pads?
The most-cited domains are: sleepfoundation.org, reddit.com, goodhousekeeping.com, mattressclarity.com, bobvila.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.