Category AI Visibility Report
Beverage Refrigerators 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
≈2,453
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 Beverage Refrigerators across ChatGPT, Google AI Mode, Google AI Overviews — an estimated 2,453 AI queries per month.
- Zephyr leads the AI shelf with 10% of brand mentions, followed by Newair (9.9%) and Whynter (7%). The top three hold 26.9% combined — a shelf that has not consolidated yet, leaving a clear window for challengers.
- The highest-demand topic is “Outdoor beverage refrigerators” (top keyword “outdoor beverage refrigerator”, ~1,900 searches/mo).
- AI answers lean on reddit.com most (31.2% 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 | Zephyr | 432 | 10% |
| 2 | Newair | 428 | 9.9% |
| 3 | Whynter | 303 | 7% |
| 4 | ULINE | 273 | 6.3% |
| 5 | Perlick | 246 | 5.7% |
| 6 | True | 162 | 3.7% |
| 7 | Summit | 151 | 3.5% |
| 8 | Frigidaire | 150 | 3.5% |
| 9 | True Residential | 135 | 3.1% |
| 10 | Beverage-Air | 113 | 2.6% |
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 |
|---|---|---|---|
| Outdoor beverage refrigerators | ≈1,237 | outdoor beverage refrigerator | 1,900 |
| Built-in beverage refrigerators | ≈1,216 | built in beverage refrigerators | 1,300 |
| Wine and beverage refrigerators | — | dual zone wine fridge | 8,100 |
| Mini beverage refrigerators | — | best buy mini refrigerators | 60,500 |
| Commercial beverage refrigerators | — | monster energy fridge | 3,600 |
| Glass door beverage refrigerators | — | beverage refrigerators glass door | 2,400 |
| Freestanding beverage refrigerators | — | bar refrigerator | 1,900 |
| Undercounter beverage refrigerators | — | undercounter beverage refrigerators | 6,600 |
Sources AI cites in this category
Root domains AI engines cited most when answering category queries in the last 30 days.
| Domain | Citations | Share |
|---|---|---|
| reddit.com | 114 | 31.2% |
| lowes.com | 35 | 9.6% |
| bestbuy.com | 16 | 4.4% |
| consumerreports.org | 16 | 4.4% |
| yaleappliance.com | 14 | 3.8% |
| thisoldhouse.com | 14 | 3.8% |
| homedepot.com | 12 | 3.3% |
| u-line.com | 11 | 3% |
FAQ
Which brands do AI assistants recommend most for beverage refrigerators?
Over the last 30 days the top brands by AI mention share are: Zephyr (10%), Newair (9.9%), Whynter (7%), ULINE (6.3%), Perlick (5.7%). Data from GEOly's continuous monitoring across ChatGPT, Google AI Mode, Google AI Overviews.
How many people ask AI about beverage refrigerators?
GEOly estimates ~2,453 AI queries per month in this category across 8 buyer topics, led by “Outdoor beverage refrigerators”.
Which sources do AI engines cite for beverage refrigerators?
The most-cited domains are: reddit.com, lowes.com, bestbuy.com, consumerreports.org, yaleappliance.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.