Category AI Visibility Report
Blind Boxes 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
≈5,793
Est. AI queries / month
15
Buyer topics monitored
10
Brands on the AI shelf
Key insights
- Over the last 30 days, GEOly monitored 15 buyer topics in Blind Boxes across ChatGPT, Google AI Mode, Google AI Overviews — an estimated 5,793 AI queries per month.
- Pop Mart leads the AI shelf with 15.6% of brand mentions, followed by Skullpanda (9%) and Labubu (8.7%). The top three hold 33.3% combined — a shelf that has not consolidated yet, leaving a clear window for challengers.
- The highest-demand topic is “pop culture blind boxes” (top keyword “spongebob blind box”, ~3,600 searches/mo).
- AI answers lean on reddit.com most (47.8% 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 | Pop Mart | 1,831 | 15.6% |
| 2 | Skullpanda | 1,055 | 9% |
| 3 | Labubu | 1,020 | 8.7% |
| 4 | Hirono | 613 | 5.2% |
| 5 | Disney | 453 | 3.9% |
| 6 | Sanrio | 448 | 3.8% |
| 7 | Sonny Angel | 386 | 3.3% |
| 8 | Smiski | 313 | 2.7% |
| 9 | Re-Ment | 272 | 2.3% |
| 10 | Molly | 262 | 2.2% |
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 |
|---|---|---|---|
| pop culture blind boxes | ≈1,869 | spongebob blind box | 3,600 |
| anime blind boxes | ≈1,827 | naruto blind boxes | 5,400 |
| blind boxes for adults | ≈1,467 | hirono blind boxes | 8,100 |
| blind boxes dolls | ≈630 | sonny angel blind boxes | 33,100 |
| Disney blind boxes | — | stitch blind boxes | 8,100 |
| blind boxes plush | — | blind boxes plush | 2,900 |
| figure blind boxes | — | blind box figures | 27,100 |
| horror blind boxes | — | stranger things blind boxes | 1,300 |
| gaming blind boxes | — | pokemon blind boxes | 4,400 |
| keychain blind boxes | — | keychain blind boxes | 3,600 |
| blind boxes keychains | — | keychain blind boxes | 3,600 |
| Sanrio blind boxes | — | sanrio blind boxes | 8,100 |
| plush blind boxes | — | plushies blind box | 2,900 |
| cute blind boxes | — | labubu blind boxes | 60,500 |
| blind boxes figurines | — | blind boxes figurines | 27,100 |
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 | 470 | 47.8% |
| wired.com | 163 | 16.6% |
| gashapoint.com | 76 | 7.7% |
| sanrio.com | 46 | 4.7% |
| popmart.com | 34 | 3.5% |
| popboxss.com | 25 | 2.5% |
| sonnyangelnusa.com | 22 | 2.2% |
| curiorank.com | 19 | 1.9% |
FAQ
Which brands do AI assistants recommend most for blind boxes?
Over the last 30 days the top brands by AI mention share are: Pop Mart (15.6%), Skullpanda (9%), Labubu (8.7%), Hirono (5.2%), Disney (3.9%). Data from GEOly's continuous monitoring across ChatGPT, Google AI Mode, Google AI Overviews.
How many people ask AI about blind boxes?
GEOly estimates ~5,793 AI queries per month in this category across 15 buyer topics, led by “pop culture blind boxes”.
Which sources do AI engines cite for blind boxes?
The most-cited domains are: reddit.com, wired.com, gashapoint.com, sanrio.com, popmart.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.