Category AI Visibility Report
Wall-Mounted Heaters 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
≈9,400
Est. AI queries / month
8
Buyer topics monitored
10
Brands on the AI shelf
Key insights
- Over the last 30 days, GEOly monitored 8 buyer topics in Wall-Mounted Heaters across ChatGPT, Google AI Mode, Google AI Overviews — an estimated 9,400 AI queries per month.
- Rinnai leads the AI shelf with 10.9% of brand mentions, followed by Heat Storm (7.5%) and Amba (4.3%). The top three hold 22.7% combined — a shelf that has not consolidated yet, leaving a clear window for challengers.
- The highest-demand topic is “Bathroom wall-mounted heaters” (top keyword “bathroom heater”, ~8,100 searches/mo).
- AI answers lean on homedepot.com most (24.1% 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 | Rinnai | 392 | 10.9% |
| 2 | Heat Storm | 272 | 7.5% |
| 3 | Amba | 156 | 4.3% |
| 4 | Mr. Heater | 144 | 4% |
| 5 | Stiebel Eltron | 142 | 3.9% |
| 6 | Williams | 140 | 3.9% |
| 7 | Cadet | 136 | 3.8% |
| 8 | WarmlyYours | 128 | 3.5% |
| 9 | Broan | 127 | 3.5% |
| 10 | Dreo | 127 | 3.5% |
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 |
|---|---|---|---|
| Bathroom wall-mounted heaters | ≈6,607 | bathroom heater | 8,100 |
| Outdoor wall-mounted heaters | ≈2,793 | outdoor propane heater | 8,100 |
| Electric wall-mounted heaters | — | electric baseboard heater | 22,200 |
| Wall-mounted electric fireplaces | — | electric fireplace | 135,000 |
| Gas wall heaters | — | gas heater | 14,800 |
| Propane wall-mounted heaters | — | propane wall heater | 9,900 |
| Infrared wall-mounted heaters | — | infrared heater | 27,100 |
| Wall-mounted towel warmers | — | wall mounted towel warmer | 12,100 |
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 | 105 | 24.1% |
| reddit.com | 57 | 13.1% |
| bobvila.com | 46 | 10.6% |
| tomsguide.com | 25 | 5.7% |
| thisoldhouse.com | 25 | 5.7% |
| lowes.com | 22 | 5% |
| consumerreports.org | 21 | 4.8% |
| rinnai.us | 18 | 4.1% |
FAQ
Which brands do AI assistants recommend most for wall-mounted heaters?
Over the last 30 days the top brands by AI mention share are: Rinnai (10.9%), Heat Storm (7.5%), Amba (4.3%), Mr. Heater (4%), Stiebel Eltron (3.9%). Data from GEOly's continuous monitoring across ChatGPT, Google AI Mode, Google AI Overviews.
How many people ask AI about wall-mounted heaters?
GEOly estimates ~9,400 AI queries per month in this category across 8 buyer topics, led by “Bathroom wall-mounted heaters”.
Which sources do AI engines cite for wall-mounted heaters?
The most-cited domains are: homedepot.com, reddit.com, bobvila.com, tomsguide.com, thisoldhouse.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.