Category AI Visibility Report
Heating 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
≈33,771
Est. AI queries / month
24
Buyer topics monitored
10
Brands on the AI shelf
Key insights
- Over the last 30 days, GEOly monitored 24 buyer topics in Heating Pads across ChatGPT, Google AI Mode, Google AI Overviews — an estimated 33,771 AI queries per month.
- Pure Enrichment leads the AI shelf with 17.4% of brand mentions, followed by Sunbeam (13.5%) and Battle Creek (12.8%). The top three hold 43.7% combined — a concentrated shelf where challengers need a differentiated topic wedge.
- The highest-demand topic is “heating pads for constipation” (top keyword “do heating pads help constipation”, ~4,400 searches/mo).
- AI answers lean on reddit.com most (16.5% 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 | Pure Enrichment | 1,499 | 17.4% |
| 2 | Sunbeam | 1,163 | 13.5% |
| 3 | Battle Creek | 1,101 | 12.8% |
| 4 | Comfytemp | 907 | 10.6% |
| 5 | K&H | 198 | 2.3% |
| 6 | PureRelief | 191 | 2.2% |
| 7 | Sharper Image | 190 | 2.2% |
| 8 | ThermaCare | 187 | 2.2% |
| 9 | CVS | 168 | 2% |
| 10 | Beautyrest | 131 | 1.5% |
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 |
|---|---|---|---|
| heating pads for constipation | ≈5,919 | do heating pads help constipation | 4,400 |
| heating pads for pets | ≈5,876 | cats on heating pads | 9,900 |
| reusable heating pads | ≈5,687 | heat pack | 8,100 |
| weighted heating pads | ≈5,502 | weighted heating pad | 4,400 |
| infrared heating pads | ≈5,455 | infrared heating pad | 4,400 |
| heating pads for restless leg syndrome | ≈5,332 | rls heating pad | 2,900 |
| portable heating pads | — | heating pads near me | 14,800 |
| heating pads for stomach pain | — | heating pads for stomach pain | 22,200 |
| heating pads for menstrual cramps | — | heating pads for period cramps | 90,500 |
| large heating pads | — | heated mattress pad | 14,800 |
| heated mattress pads | — | heated mattress pad | 14,800 |
| heating pads for specialty pain conditions | — | heating pads for leg cramps | 49,500 |
| heating pads for arthritis | — | heating pads for arthritis | 6,600 |
| heating pads for pregnancy | — | heating pad pregnancy | 5,400 |
| moist heating pads | — | moist heating pad | 5,400 |
| heating pads for period cramps | — | heating pads for period cramps | 90,500 |
Sources AI cites in this category
Root domains AI engines cited most when answering category queries in the last 30 days.
| Domain | Citations | Share |
|---|---|---|
| reddit.com | 211 | 16.5% |
| verywellfit.com | 176 | 13.8% |
| consumerreports.org | 95 | 7.4% |
| healthline.com | 94 | 7.4% |
| thermophore.com | 69 | 5.4% |
| acog.org | 67 | 5.3% |
| nbcnews.com | 48 | 3.8% |
| nih.gov | 40 | 3.1% |
FAQ
Which brands do AI assistants recommend most for heating pads?
Over the last 30 days the top brands by AI mention share are: Pure Enrichment (17.4%), Sunbeam (13.5%), Battle Creek (12.8%), Comfytemp (10.6%), K&H (2.3%). Data from GEOly's continuous monitoring across ChatGPT, Google AI Mode, Google AI Overviews.
How many people ask AI about heating pads?
GEOly estimates ~33,771 AI queries per month in this category across 24 buyer topics, led by “heating pads for constipation”.
Which sources do AI engines cite for heating pads?
The most-cited domains are: reddit.com, verywellfit.com, consumerreports.org, healthline.com, thermophore.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.