Category AI Visibility Report
Wine Cabinets 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
≈3,522
Est. AI queries / month
9
Buyer topics monitored
10
Brands on the AI shelf
Key insights
- Over the last 30 days, GEOly monitored 9 buyer topics in Wine Cabinets across ChatGPT, Google AI Mode, Google AI Overviews — an estimated 3,522 AI queries per month.
- EuroCave leads the AI shelf with 17.7% of brand mentions, followed by Wine Enthusiast (5.9%) and Newair (5.7%). The top three hold 29.3% combined — a shelf that has not consolidated yet, leaving a clear window for challengers.
- The highest-demand topic is “kitchen wine cabinets” (top keyword “kitchen wine cabinets”, ~480 searches/mo).
- AI answers lean on reddit.com most (33.3% 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 | EuroCave | 655 | 17.7% |
| 2 | Wine Enthusiast | 218 | 5.9% |
| 3 | Newair | 212 | 5.7% |
| 4 | Le Cache | 203 | 5.5% |
| 5 | Whynter | 192 | 5.2% |
| 6 | Allavino FlexCount | 172 | 4.7% |
| 7 | Simpli Home | 117 | 3.2% |
| 8 | Kalamera | 105 | 2.8% |
| 9 | Artevino | 98 | 2.7% |
| 10 | Liebherr | 90 | 2.4% |
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 |
|---|---|---|---|
| kitchen wine cabinets | ≈1,784 | kitchen wine cabinets | 480 |
| wine display cabinets | ≈1,738 | glass wine cabinets | 720 |
| built-in wine cabinets | — | wine fridge undercounter | 6,600 |
| wine storage cabinets | — | wine cabinet | 9,900 |
| wine bar cabinets | — | wine and bar cabinets | 3,600 |
| wood wine cabinets | — | wood wine cabinets | 5,400 |
| small wine cabinets | — | small wine fridge | 9,900 |
| refrigerated wine cabinets | — | wine fridge | 33,100 |
| wine cabinets with racks | — | wine rack cabinet | 4,400 |
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 | 141 | 33.3% |
| wineenthusiast.com | 91 | 21.5% |
| eurocave.com | 37 | 8.7% |
| consumerreports.org | 25 | 5.9% |
| bonappetit.com | 19 | 4.5% |
| lecachewinecabinets.com | 19 | 4.5% |
| forbes.com | 15 | 3.5% |
| homesandgardens.com | 7 | 1.7% |
Related category reports
FAQ
Which brands do AI assistants recommend most for wine cabinets?
Over the last 30 days the top brands by AI mention share are: EuroCave (17.7%), Wine Enthusiast (5.9%), Newair (5.7%), Le Cache (5.5%), Whynter (5.2%). Data from GEOly's continuous monitoring across ChatGPT, Google AI Mode, Google AI Overviews.
How many people ask AI about wine cabinets?
GEOly estimates ~3,522 AI queries per month in this category across 9 buyer topics, led by “kitchen wine cabinets”.
Which sources do AI engines cite for wine cabinets?
The most-cited domains are: reddit.com, wineenthusiast.com, eurocave.com, consumerreports.org, bonappetit.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.