Category AI Visibility Report
Blind Bags 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
≈2,628
Est. AI queries / month
11
Buyer topics monitored
10
Brands on the AI shelf
Key insights
- Over the last 30 days, GEOly monitored 11 buyer topics in Blind Bags across ChatGPT, Google AI Mode, Google AI Overviews — an estimated 2,628 AI queries per month.
- Pop Mart leads the AI shelf with 7.6% of brand mentions, followed by Funko (6.7%) and LEGO City (5.3%). The top three hold 19.6% combined — a shelf that has not consolidated yet, leaving a clear window for challengers.
- The highest-demand topic is “surprise blind bags” (top keyword “blind bags popmart”, ~1,300 searches/mo).
- AI answers lean on reddit.com most (40.6% 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 | 482 | 7.6% |
| 2 | Funko | 430 | 6.7% |
| 3 | LEGO City | 336 | 5.3% |
| 4 | Disney | 313 | 4.9% |
| 5 | Sonny Angel | 254 | 4% |
| 6 | Smiski | 201 | 3.1% |
| 7 | Labubu | 200 | 3.1% |
| 8 | Sanrio | 191 | 3% |
| 9 | Tokidoki Unicorno | 184 | 2.9% |
| 10 | Bandai | 173 | 2.7% |
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 |
|---|---|---|---|
| surprise blind bags | ≈894 | blind bags popmart | 1,300 |
| squishy blind bags | ≈870 | blind bags squishy | 590 |
| blind bags keychains | ≈864 | blind bags keychains | 590 |
| cute character blind bags | — | blind bags hello kitty | 1,600 |
| disney blind bags | — | blind bags disney | 720 |
| superhero blind bags | — | batman blind bags | 720 |
| horror blind bags | — | stranger things blind bags | 1,600 |
| paper blind bags | — | blind bags ideas | 6,600 |
| minifigure blind bags | — | lego blind bags | 1,300 |
| toy blind bags | — | blind bags toys | 1,600 |
| anime blind bags | — | demon slayer blind bags | 1,600 |
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 | 179 | 40.6% |
| walmart.com | 22 | 5% |
| wired.com | 21 | 4.8% |
| gashapoint.com | 18 | 4.1% |
| lemon8-app.com | 17 | 3.9% |
| target.com | 17 | 3.9% |
| sanrio.com | 14 | 3.2% |
| sonnyangelnusa.com | 13 | 2.9% |
FAQ
Which brands do AI assistants recommend most for blind bags?
Over the last 30 days the top brands by AI mention share are: Pop Mart (7.6%), Funko (6.7%), LEGO City (5.3%), Disney (4.9%), Sonny Angel (4%). Data from GEOly's continuous monitoring across ChatGPT, Google AI Mode, Google AI Overviews.
How many people ask AI about blind bags?
GEOly estimates ~2,628 AI queries per month in this category across 11 buyer topics, led by “surprise blind bags”.
Which sources do AI engines cite for blind bags?
The most-cited domains are: reddit.com, walmart.com, wired.com, gashapoint.com, lemon8-app.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.