Category AI Visibility Report
Snow Globes 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
≈5,128
Est. AI queries / month
12
Buyer topics monitored
10
Brands on the AI shelf
Key insights
- Over the last 30 days, GEOly monitored 12 buyer topics in Snow Globes across ChatGPT, Google AI Mode, Google AI Overviews — an estimated 5,128 AI queries per month.
- CoolSnowGlobes leads the AI shelf with 11% of brand mentions, followed by Northlight (5.6%) and Neil Enterprises (5.1%). The top three hold 21.7% combined — a shelf that has not consolidated yet, leaving a clear window for challengers.
- The highest-demand topic is “snow globes for adults” (top keyword “unusual snow globes”, ~1,300 searches/mo).
- AI answers lean on reddit.com most (19.5% 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 | CoolSnowGlobes | 448 | 11% |
| 2 | Northlight | 228 | 5.6% |
| 3 | Neil Enterprises | 208 | 5.1% |
| 4 | San Francisco Music Box Company | 205 | 5% |
| 5 | Kurt Adler | 188 | 4.6% |
| 6 | Reed & Barton | 175 | 4.3% |
| 7 | Disney | 125 | 3.1% |
| 8 | Fontanini | 114 | 2.8% |
| 9 | Thomas Kinkade | 86 | 2.1% |
| 10 | Lenox | 84 | 2.1% |
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 |
|---|---|---|---|
| snow globes for adults | ≈1,724 | unusual snow globes | 1,300 |
| Plastic snow globes | ≈1,710 | plastic snow globes | 1,600 |
| Halloween snow globes | ≈1,694 | halloween snow globes | 1,300 |
| Christmas snow globes | — | snow globes xmas | 9,900 |
| Musical snow globes | — | snow globes musical | 1,900 |
| Mini snow globes | — | mini snow globes | 1,300 |
| Animal snow globes | — | cardinal snow globes | 1,300 |
| Lighted snow globes | — | light snow globes | 880 |
| Nativity snow globes | — | snow globes with nativity scene | 1,600 |
| DIY snow globes | — | diy snow globe | 9,900 |
| Glass snow globes | — | snow globes glass | 3,600 |
| Personalized snow globes | — | snow globes personalized | 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 | 78 | 19.5% |
| etsy.com | 29 | 7.3% |
| cherrypicksreviews.com | 28 | 7% |
| coolsnowglobes.com | 24 | 6% |
| walmart.com | 23 | 5.8% |
| bestreviews.com | 20 | 5% |
| hometosight.com | 17 | 4.3% |
| hallmark.com | 16 | 4% |
Related category reports
FAQ
Which brands do AI assistants recommend most for snow globes?
Over the last 30 days the top brands by AI mention share are: CoolSnowGlobes (11%), Northlight (5.6%), Neil Enterprises (5.1%), San Francisco Music Box Company (5%), Kurt Adler (4.6%). Data from GEOly's continuous monitoring across ChatGPT, Google AI Mode, Google AI Overviews.
How many people ask AI about snow globes?
GEOly estimates ~5,128 AI queries per month in this category across 12 buyer topics, led by “snow globes for adults”.
Which sources do AI engines cite for snow globes?
The most-cited domains are: reddit.com, etsy.com, cherrypicksreviews.com, coolsnowglobes.com, walmart.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.