Category AI Visibility Report
Wooden Model Kits 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
≈947
Est. AI queries / month
17
Buyer topics monitored
10
Brands on the AI shelf
Key insights
- Over the last 30 days, GEOly monitored 17 buyer topics in Wooden Model Kits across ChatGPT, Google AI Mode, Google AI Overviews — an estimated 947 AI queries per month.
- Occre leads the AI shelf with 11.6% of brand mentions, followed by ROKR (10.6%) and Ugears (8.5%). The top three hold 30.7% combined — a shelf that has not consolidated yet, leaving a clear window for challengers.
- The highest-demand topic is “wooden model kits for beginners” (top keyword “model ship kits for beginners”, ~210 searches/mo).
- AI answers lean on reddit.com most (45.9% 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 | Occre | 1,032 | 11.6% |
| 2 | ROKR | 944 | 10.6% |
| 3 | Ugears | 763 | 8.5% |
| 4 | Wood Trick | 635 | 7.1% |
| 5 | Model Shipways | 538 | 6% |
| 6 | Guillows | 478 | 5.4% |
| 7 | Rolife | 424 | 4.7% |
| 8 | Amati | 398 | 4.5% |
| 9 | Artesania Latina | 365 | 4.1% |
| 10 | Vanguard Models | 331 | 3.7% |
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 |
|---|---|---|---|
| wooden model kits for beginners | ≈247 | model ship kits for beginners | 210 |
| wooden 3d model kits | ≈246 | wooden 3d model kits | 110 |
| wooden model car kits | ≈229 | model car kits walmart | 390 |
| wooden model kits cars | ≈225 | model car kits walmart | 390 |
| 3D wooden model kits | — | model kits wooden | 1,600 |
| wooden model building kits | — | miniature building kits | 1,000 |
| wooden model kits ships | — | ship model kits | 4,400 |
| wooden model house kits | — | 1/12 scale dollhouse kits | 880 |
| wooden sailboat model kits | — | model wooden sailboat kits | 320 |
| wooden model kits houses | — | miniature building kits | 1,000 |
| wooden model ship kits for beginners | — | model ship kits for beginners | 210 |
| wooden model ship kits for adults | — | wooden model ship kits for adults | 590 |
| wooden model kits airplanes | — | wooden model aeroplane kits | 320 |
| wooden airplane model kits | — | wooden model aeroplane kits | 320 |
| wooden model kits for adults | — | model building kits for adults | 720 |
| wooden model ship kits | — | model ship kits wooden | 2,400 |
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 | 601 | 45.9% |
| rokronline.com | 105 | 8% |
| occre.com | 87 | 6.6% |
| modelrec.com | 54 | 4.1% |
| robotimeonline.com | 49 | 3.7% |
| cubicfunshop.com | 38 | 2.9% |
| hometosight.com | 33 | 2.5% |
| modelerscentral.com | 32 | 2.4% |
FAQ
Which brands do AI assistants recommend most for wooden model kits?
Over the last 30 days the top brands by AI mention share are: Occre (11.6%), ROKR (10.6%), Ugears (8.5%), Wood Trick (7.1%), Model Shipways (6%). Data from GEOly's continuous monitoring across ChatGPT, Google AI Mode, Google AI Overviews.
How many people ask AI about wooden model kits?
GEOly estimates ~947 AI queries per month in this category across 17 buyer topics, led by “wooden model kits for beginners”.
Which sources do AI engines cite for wooden model kits?
The most-cited domains are: reddit.com, rokronline.com, occre.com, modelrec.com, robotimeonline.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.