Category AI Visibility Report
Toys 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
≈121,412
Est. AI queries / month
335
Buyer topics monitored
321
Brands on the AI shelf
40
Categories covered
Key insights
- Over the last 30 days, GEOly monitored 335 buyer topics in Toys across ChatGPT, Google AI Mode, Google AI Overviews — an estimated 121,412 AI queries per month.
- Tamiya leads the AI shelf with 1.7% of brand mentions, followed by Melissa & Doug (1.7%) and JADE (1.4%). The top three hold 4.8% combined — a shelf that has not consolidated yet, leaving a clear window for challengers.
- The highest-demand topic is “marbles for board games” (top keyword “marbles for game boards”, ~8,100 searches/mo).
- AI answers lean on reddit.com most (30.4% 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 | Tamiya | 2,109 | 1.7% |
| 2 | Melissa & Doug | 2,094 | 1.7% |
| 3 | JADE | 1,691 | 1.4% |
| 4 | Manduka | 1,409 | 1.1% |
| 5 | Bruder | 1,245 | 1% |
| 6 | Hot Wheels | 1,109 | 0.9% |
| 7 | Munchkin | 1,093 | 0.9% |
| 8 | Volantex | 1,084 | 0.9% |
| 9 | Green Toys | 1,022 | 0.8% |
| 10 | Hape | 953 | 0.8% |
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 |
|---|---|---|---|
| marbles for board games | ≈7,893 | marbles for game boards | 8,100 |
| racing toy cars | ≈6,320 | racing toy cars | 4,400 |
| agate marbles | ≈6,283 | rock marbles | 9,900 |
| Cute coloring books and pads | ≈5,643 | cute coloring pages | 60,500 |
| Toy trucks with cars | ≈5,206 | toy car trucks | 2,900 |
| wooden toy cars | ≈4,983 | wood cars toy | 1,900 |
| Mess-free coloring books and pads | ≈4,712 | paint with water books | 2,900 |
| Tow toy trucks | ≈3,632 | tow truck | 135,000 |
| Car and wheeled robotic toys | ≈2,979 | robot car | 2,900 |
| Seasonal rubber duckies | ≈2,676 | christmas rubber duckies | 1,300 |
| Bath rubber duckies | ≈2,643 | rubber duck toy | 1,900 |
| Robotic toys for kids by age | ≈2,575 | robot toys for 10 year olds | 720 |
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 | 5,515 | 30.4% |
| target.com | 747 | 4.1% |
| walmart.com | 510 | 2.8% |
| babylist.com | 381 | 2.1% |
| orientaltrading.com | 232 | 1.3% |
| outdoorgearlab.com | 215 | 1.2% |
| babygearlab.com | 207 | 1.1% |
| etsy.com | 205 | 1.1% |
Category reports inside
| Category | Est. AI queries / mo | Topics | Top brand in AI |
|---|---|---|---|
| Marbles | ≈14,176 | 6 | Mega Marbles |
| Coloring Books And Pads | ≈12,315 | 12 | Crayola |
| Toy Trucks | ≈11,352 | 12 | Bruder |
| Toy Cars | ≈11,303 | 7 | Hot Wheels |
| Puppets | ≈10,897 | 20 | Folkmanis |
| Yoga Mats | ≈5,829 | 12 | JADE |
| Robotic Toys | ≈5,554 | 8 | Makeblock |
| Rubber Duckies | ≈5,319 | 9 | TUBBZ |
| Kites | ≈5,115 | 17 | Premier |
| Riding Toys | ≈4,642 | 13 | Radio Flyer |
| Bath Toys | ≈3,961 | 15 | Munchkin |
| Toy Trains | ≈3,882 | 10 | Brio |
| Model Aircraft | ≈2,888 | 19 | Tamiya |
| Remote Control Toys | ≈2,774 | 14 | Battat |
| Craft Kits | ≈2,761 | 16 | Mondo |
| Toy Airplanes | ≈2,553 | 6 | Volantex |
| Hula Hoops | ≈2,217 | 9 | Spin Master |
| Wooden Blocks | ≈2,117 | 14 | Melissa & Doug |
| Construction Toys | ≈2,075 | 6 | MAGNA-TILES |
| Bouncy Balls | ≈1,856 | 7 | ArtCreativity |
| Ant Farms | ≈1,379 | 6 | Educational Insights |
| Toy Boats | ≈1,144 | 10 | Green Toys |
| Ball Pits | ≈1,069 | 5 | Battat |
| Yo-Yos | ≈1,026 | 8 | Duncan |
| Fingerboards | ≈909 | 7 | Teak Tuning PROlific |
| Sand Toys | ≈813 | 7 | Hape |
| Boomerangs | ≈802 | 6 | Boomerang |
| Science Kits | ≈314 | 12 | Snap Circuits |
| Stacking Cups | ≈194 | 7 | Speed Stacks |
| Paint By Number Kits | ≈176 | 7 | Schipper |
| Abacuses | — | 1 | Yellow Mountain Imports |
| Beach Balls | — | 4 | Merkury |
| Footbags | — | 4 | Dirtbag |
| Kaleidoscopes | — | 3 | Nova Scopes |
| Musical Books | — | 4 | Alfred |
| Musical Mats | — | 1 | Play22 |
| Play Money | — | 3 | Learning Resources |
| Sand Toy Sets | — | 1 | Hape |
| Solar System Models | — | 4 | 4M |
| Toy Basketball Hoops | — | 3 | SKLZ |
FAQ
Which brands do AI assistants recommend most for toys?
Over the last 30 days the top brands by AI mention share are: Tamiya (1.7%), Melissa & Doug (1.7%), JADE (1.4%), Manduka (1.1%), Bruder (1%). Data from GEOly's continuous monitoring across ChatGPT, Google AI Mode, Google AI Overviews.
How many people ask AI about toys?
GEOly estimates ~121,412 AI queries per month in this category across 335 buyer topics, led by “marbles for board games”.
Which sources do AI engines cite for toys?
The most-cited domains are: reddit.com, target.com, walmart.com, babylist.com, orientaltrading.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.