Category AI Visibility Report
Electric Coolers 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
≈1,570
Est. AI queries / month
14
Buyer topics monitored
10
Brands on the AI shelf
Key insights
- Over the last 30 days, GEOly monitored 14 buyer topics in Electric Coolers across ChatGPT, Google AI Mode, Google AI Overviews — an estimated 1,570 AI queries per month.
- Dometic leads the AI shelf with 20.3% of brand mentions, followed by BougeRV (16.6%) and ICECO (11.6%). The top three hold 48.5% combined — a concentrated shelf where challengers need a differentiated topic wedge.
- The highest-demand topic is “12V electric coolers” (top keyword “12 volt cooler for car”, ~590 searches/mo).
- AI answers lean on youtube.com most (23% 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 | Dometic | 2,127 | 20.3% |
| 2 | BougeRV | 1,735 | 16.6% |
| 3 | ICECO | 1,217 | 11.6% |
| 4 | Engel | 606 | 5.8% |
| 5 | Setpower | 583 | 5.6% |
| 6 | VEVOR | 523 | 5% |
| 7 | Anker SOLIX | 484 | 4.6% |
| 8 | Alpicool | 427 | 4.1% |
| 9 | Igloo | 280 | 2.7% |
| 10 | ARB | 265 | 2.5% |
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 |
|---|---|---|---|
| 12V electric coolers | ≈532 | 12 volt cooler for car | 590 |
| Electric coolers with wheels | ≈521 | electric coolers on wheels | 480 |
| Electric coolers for home | ≈517 | electric coolers for home | 390 |
| electric coolers for cars | — | car cooler | 590 |
| portable electric coolers | — | portable cooler | 1,600 |
| electric coolers for camping | — | best camping fridge | 390 |
| electric coolers with freezer | — | portable fridge freezer | 2,400 |
| Small electric coolers | — | mini cooler | 8,100 |
| mini portable electric coolers | — | mini portable cooler | 2,900 |
| plug-in electric coolers | — | electric cooler | 14,800 |
| Portable electric coolers | — | portable cooler | 14,800 |
| Electric coolers for trucks | — | electric coolers for truckers | 480 |
| Electric coolers for cars | — | portable refrigerator for car | 5,400 |
| Electric coolers for camping | — | best cooler box for camping | 3,600 |
Sources AI cites in this category
Root domains AI engines cited most when answering category queries in the last 30 days.
| Domain | Citations | Share |
|---|---|---|
| youtube.com | 809 | 23% |
| google.com | 783 | 22.2% |
| reddit.com | 535 | 15.2% |
| outdoorgearlab.com | 427 | 12.1% |
| caranddriver.com | 136 | 3.9% |
| dometic.com | 118 | 3.4% |
| gearjunkie.com | 105 | 3% |
| facebook.com | 87 | 2.5% |
FAQ
Which brands do AI assistants recommend most for electric coolers?
Over the last 30 days the top brands by AI mention share are: Dometic (20.3%), BougeRV (16.6%), ICECO (11.6%), Engel (5.8%), Setpower (5.6%). Data from GEOly's continuous monitoring across ChatGPT, Google AI Mode, Google AI Overviews.
How many people ask AI about electric coolers?
GEOly estimates ~1,570 AI queries per month in this category across 14 buyer topics, led by “12V electric coolers”.
Which sources do AI engines cite for electric coolers?
The most-cited domains are: youtube.com, google.com, reddit.com, outdoorgearlab.com, caranddriver.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.