Category AI Visibility Report
Beer 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
≈3,303
Est. AI queries / month
13
Buyer topics monitored
10
Brands on the AI shelf
Key insights
- Over the last 30 days, GEOly monitored 13 buyer topics in Beer Glasses across ChatGPT, Google AI Mode, Google AI Overviews — an estimated 3,303 AI queries per month.
- Libbey Mixology leads the AI shelf with 20.5% of brand mentions, followed by Spiegelau (12.3%) and Rastal Teku (6.6%). The top three hold 39.4% combined — a shelf that has not consolidated yet, leaving a clear window for challengers.
- The highest-demand topic is “wheat beer glasses” (top keyword “weiss beer glasses”, ~480 searches/mo).
- AI answers lean on reddit.com most (23.9% 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 | Libbey Mixology | 1,024 | 20.5% |
| 2 | Spiegelau | 615 | 12.3% |
| 3 | Rastal Teku | 331 | 6.6% |
| 4 | Schott Zwiesel | 199 | 4% |
| 5 | Rastal | 125 | 2.5% |
| 6 | HOST | 121 | 2.4% |
| 7 | Bormioli Rocco | 106 | 2.1% |
| 8 | Stölzle | 101 | 2% |
| 9 | Bottoms Up Draft Beer Systems | 97 | 1.9% |
| 10 | Guinness | 72 | 1.4% |
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 |
|---|---|---|---|
| wheat beer glasses | ≈1,103 | weiss beer glasses | 480 |
| bottom filling beer glasses | ≈1,101 | bottom filling beer glasses | 590 |
| freezer beer glasses | ≈1,099 | beer freezer glasses | 880 |
| german beer glasses | — | german beer mug | 2,400 |
| best beer glasses | — | beer beer glasses | 14,800 |
| snifter beer glasses | — | snifter glass | 8,100 |
| pilsner beer glasses | — | pilsner beer glasses | 1,000 |
| tulip beer glasses | — | tulip glass | 4,400 |
| custom beer glasses | — | custom beer mugs | 3,600 |
| beer tasting glasses | — | norwich beer festival glasses | 880 |
| pint beer glasses | — | beer glasses guinness | 12,100 |
| belgian beer glasses | — | beer glasses belgian | 590 |
| beer glasses mugs and steins | — | beer mug | 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 | 171 | 23.9% |
| liquor.com | 65 | 9.1% |
| foodandwine.com | 51 | 7.1% |
| seriouseats.com | 46 | 6.4% |
| wikipedia.org | 42 | 5.9% |
| webstaurantstore.com | 38 | 5.3% |
| techgearlab.com | 34 | 4.8% |
| bonappetit.com | 34 | 4.8% |
Related category reports
FAQ
Which brands do AI assistants recommend most for beer glasses?
Over the last 30 days the top brands by AI mention share are: Libbey Mixology (20.5%), Spiegelau (12.3%), Rastal Teku (6.6%), Schott Zwiesel (4%), Rastal (2.5%). Data from GEOly's continuous monitoring across ChatGPT, Google AI Mode, Google AI Overviews.
How many people ask AI about beer glasses?
GEOly estimates ~3,303 AI queries per month in this category across 13 buyer topics, led by “wheat beer glasses”.
Which sources do AI engines cite for beer glasses?
The most-cited domains are: reddit.com, liquor.com, foodandwine.com, seriouseats.com, wikipedia.org. 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.