Category AI Visibility Report
Wine Glasses 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
≈13,215
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 Wine Glasses across ChatGPT, Google AI Mode, Google AI Overviews — an estimated 13,215 AI queries per month.
- Schott Zwiesel leads the AI shelf with 18% of brand mentions, followed by Riedel (12%) and Libbey Mixology (8.3%). The top three hold 38.3% combined — a shelf that has not consolidated yet, leaving a clear window for challengers.
- The highest-demand topic is “white wine glasses” (top keyword “red wine glass vs white wine glass”, ~5,400 searches/mo).
- AI answers lean on reddit.com most (19% 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 | Schott Zwiesel | 710 | 18% |
| 2 | Riedel | 476 | 12% |
| 3 | Libbey Mixology | 327 | 8.3% |
| 4 | Zalto Denk’Art | 238 | 6% |
| 5 | Spiegelau | 169 | 4.3% |
| 6 | Bormioli Luigi | 163 | 4.1% |
| 7 | Gabriel-Glas | 131 | 3.3% |
| 8 | Stölzle | 117 | 3% |
| 9 | Tossware | 107 | 2.7% |
| 10 | Waterford | 91 | 2.3% |
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 |
|---|---|---|---|
| white wine glasses | ≈6,732 | red wine glass vs white wine glass | 5,400 |
| large wine glasses | ≈6,483 | giant wine glass | 2,900 |
| crystal wine glasses | — | riedel crystal wine glasses | 18,100 |
| stemless wine glasses | — | stemless wine glasses | 12,100 |
| wine glasses sets | — | wine glass set | 8,100 |
| port wine glasses | — | cordial glasses | 4,400 |
| red wine glasses | — | red wine glasses | 22,200 |
| plastic wine glasses | — | plastic wine glasses | 12,100 |
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 | 73 | 19% |
| bonappetit.com | 44 | 11.5% |
| liquor.com | 39 | 10.2% |
| wineenthusiast.com | 31 | 8.1% |
| saveur.com | 20 | 5.2% |
| goodhousekeeping.com | 19 | 4.9% |
| simplysmartliving.com | 13 | 3.4% |
| flightwinebar.com | 11 | 2.9% |
Related category reports
FAQ
Which brands do AI assistants recommend most for wine glasses?
Over the last 30 days the top brands by AI mention share are: Schott Zwiesel (18%), Riedel (12%), Libbey Mixology (8.3%), Zalto Denk’Art (6%), Spiegelau (4.3%). Data from GEOly's continuous monitoring across ChatGPT, Google AI Mode, Google AI Overviews.
How many people ask AI about wine glasses?
GEOly estimates ~13,215 AI queries per month in this category across 8 buyer topics, led by “white wine glasses”.
Which sources do AI engines cite for wine glasses?
The most-cited domains are: reddit.com, bonappetit.com, liquor.com, wineenthusiast.com, saveur.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.