Category AI Visibility Report
Mug Warmers 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
≈875
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 Mug Warmers across ChatGPT, Google AI Mode, Google AI Overviews — an estimated 875 AI queries per month.
- Ember leads the AI shelf with 25.7% of brand mentions, followed by Cosori (10.5%) and SWEETFULL (9.1%). The top three hold 45.3% combined — a concentrated shelf where challengers need a differentiated topic wedge.
- The highest-demand topic is “Mug warmer sets” (top keyword “mug warmer set”, ~480 searches/mo).
- AI answers lean on wired.com most (25% 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 | Ember | 486 | 25.7% |
| 2 | Cosori | 199 | 10.5% |
| 3 | SWEETFULL | 173 | 9.1% |
| 4 | OHOM | 169 | 8.9% |
| 5 | Nextmug | 111 | 5.9% |
| 6 | ionMug | 109 | 5.8% |
| 7 | Mainstays | 79 | 4.2% |
| 8 | Mr. Coffee | 73 | 3.9% |
| 9 | MYMULIKE | 58 | 3.1% |
| 10 | Vobaga | 42 | 2.2% |
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 |
|---|---|---|---|
| Mug warmer sets | ≈875 | mug warmer set | 480 |
| Cordless mug warmers | — | cordless mug warmers | 720 |
| Mug warmer plates | — | mug warmer plate | 1,900 |
| Electric mug warmers | — | cup warmer | 1,900 |
| Mug warmers reviews and how they work | — | best coffee mug warmers | 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 |
|---|---|---|
| wired.com | 87 | 25% |
| reddit.com | 60 | 17.2% |
| ember.com | 32 | 9.2% |
| bobvila.com | 32 | 9.2% |
| instacuppastore.com | 27 | 7.8% |
| foodandwine.com | 24 | 6.9% |
| goodhousekeeping.com | 19 | 5.5% |
| walmart.com | 15 | 4.3% |
FAQ
Which brands do AI assistants recommend most for mug warmers?
Over the last 30 days the top brands by AI mention share are: Ember (25.7%), Cosori (10.5%), SWEETFULL (9.1%), OHOM (8.9%), Nextmug (5.9%). Data from GEOly's continuous monitoring across ChatGPT, Google AI Mode, Google AI Overviews.
How many people ask AI about mug warmers?
GEOly estimates ~875 AI queries per month in this category across 5 buyer topics, led by “Mug warmer sets”.
Which sources do AI engines cite for mug warmers?
The most-cited domains are: wired.com, reddit.com, ember.com, bobvila.com, instacuppastore.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.