Category AI Visibility Report
Food 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
≈5,750
Est. AI queries / month
7
Buyer topics monitored
10
Brands on the AI shelf
Key insights
- Over the last 30 days, GEOly monitored 7 buyer topics in Food Warmers across ChatGPT, Google AI Mode, Google AI Overviews — an estimated 5,750 AI queries per month.
- Chefman leads the AI shelf with 6.9% of brand mentions, followed by HOTLOGIC (5.7%) and MegaChef (5.6%). The top three hold 18.2% combined — a shelf that has not consolidated yet, leaving a clear window for challengers.
- The highest-demand topic is “food warmers with burners” (top keyword “food warmers with burners”, ~2,400 searches/mo).
- AI answers lean on reddit.com most (20.4% 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 | Chefman | 222 | 6.9% |
| 2 | HOTLOGIC | 185 | 5.7% |
| 3 | MegaChef | 181 | 5.6% |
| 4 | VEVOR | 179 | 5.5% |
| 5 | Sterno | 161 | 5% |
| 6 | Aotto | 125 | 3.9% |
| 7 | Garvee | 116 | 3.6% |
| 8 | Crock-Pot | 109 | 3.4% |
| 9 | Servi | 99 | 3.1% |
| 10 | Vollrath | 95 | 2.9% |
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 |
|---|---|---|---|
| food warmers with burners | ≈3,068 | food warmers with burners | 2,400 |
| disposable food warmers | ≈2,682 | disposable food warmers | 390 |
| food warming mat food warmers | — | food warming mat | 9,900 |
| electric food warmers | — | electric warmers for food | 6,600 |
| food warming tray food warmers | — | food warming trays | 6,600 |
| buffet food warmers | — | food buffet warmers | 2,900 |
| portable food warmers | — | portable warmers for food | 14,800 |
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 | 66 | 20.4% |
| consumerreports.org | 47 | 14.6% |
| walmart.com | 37 | 11.5% |
| webstaurantstore.com | 25 | 7.7% |
| luncheaze.com | 13 | 4% |
| mayfairfarms.com | 11 | 3.4% |
| sterno.com | 11 | 3.4% |
| vollrathfoodservice.com | 11 | 3.4% |
Related category reports
FAQ
Which brands do AI assistants recommend most for food warmers?
Over the last 30 days the top brands by AI mention share are: Chefman (6.9%), HOTLOGIC (5.7%), MegaChef (5.6%), VEVOR (5.5%), Sterno (5%). Data from GEOly's continuous monitoring across ChatGPT, Google AI Mode, Google AI Overviews.
How many people ask AI about food warmers?
GEOly estimates ~5,750 AI queries per month in this category across 7 buyer topics, led by “food warmers with burners”.
Which sources do AI engines cite for food warmers?
The most-cited domains are: reddit.com, consumerreports.org, walmart.com, webstaurantstore.com, luncheaze.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.