Category AI Visibility Report
Shot 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
≈4,242
Est. AI queries / month
10
Buyer topics monitored
10
Brands on the AI shelf
Key insights
- Over the last 30 days, GEOly monitored 10 buyer topics in Shot Glasses across ChatGPT, Google AI Mode, Google AI Overviews — an estimated 4,242 AI queries per month.
- Anchor leads the AI shelf with 7.7% of brand mentions, followed by YETI (6.6%) and Libbey Mixology (5.8%). The top three hold 20.1% combined — a shelf that has not consolidated yet, leaving a clear window for challengers.
- The highest-demand topic is “Shot glasses with lids or necklace” (top keyword “shot glasses on a necklace”, ~720 searches/mo).
- AI answers lean on reddit.com most (16.1% 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 | Anchor | 232 | 7.7% |
| 2 | YETI | 199 | 6.6% |
| 3 | Libbey Mixology | 175 | 5.8% |
| 4 | Schott Zwiesel | 175 | 5.8% |
| 5 | Bormioli Rocco | 93 | 3.1% |
| 6 | JoyJolt | 91 | 3% |
| 7 | Viski | 77 | 2.5% |
| 8 | Marey | 70 | 2.3% |
| 9 | BarConic | 70 | 2.3% |
| 10 | OXO | 47 | 1.6% |
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 |
|---|---|---|---|
| Shot glasses with lids or necklace | ≈1,540 | shot glasses on a necklace | 720 |
| Shot glasses sets | ≈1,355 | yeti shot glasses set | 1,600 |
| Stainless steel shot glasses | ≈1,347 | yeti shot glasses | 6,600 |
| Clear glass shot glasses | — | glass shot glasses | 2,900 |
| Tequila shot glasses | — | tequila shot glasses | 1,600 |
| Mexican shot glasses | — | shot glasses from mexico | 1,300 |
| Measuring shot glasses | — | shot glasses ounces | 14,800 |
| Plastic shot glasses | — | shot glasses plastic | 5,400 |
| Custom shot glasses | — | custom shot glasses | 8,100 |
| Mini shot glasses | — | miniature shot glasses | 880 |
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 | 48 | 16.1% |
| walmart.com | 44 | 14.7% |
| webstaurantstore.com | 33 | 11% |
| etsy.com | 32 | 10.7% |
| rei.com | 19 | 6.4% |
| target.com | 15 | 5% |
| coastalwinetrail.com | 14 | 4.7% |
| restaurantsupply.com | 13 | 4.3% |
Related category reports
FAQ
Which brands do AI assistants recommend most for shot glasses?
Over the last 30 days the top brands by AI mention share are: Anchor (7.7%), YETI (6.6%), Libbey Mixology (5.8%), Schott Zwiesel (5.8%), Bormioli Rocco (3.1%). Data from GEOly's continuous monitoring across ChatGPT, Google AI Mode, Google AI Overviews.
How many people ask AI about shot glasses?
GEOly estimates ~4,242 AI queries per month in this category across 10 buyer topics, led by “Shot glasses with lids or necklace”.
Which sources do AI engines cite for shot glasses?
The most-cited domains are: reddit.com, walmart.com, webstaurantstore.com, etsy.com, rei.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.