Category AI Visibility Report
3d Wooden Puzzles 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
≈168
Est. AI queries / month
6
Buyer topics monitored
10
Brands on the AI shelf
Key insights
- Over the last 30 days, GEOly monitored 6 buyer topics in 3d Wooden Puzzles across ChatGPT, Google AI Mode, Google AI Overviews — an estimated 168 AI queries per month.
- ROKR leads the AI shelf with 43.7% of brand mentions, followed by Ugears (14.4%) and Wood Trick (8.2%). The top three hold 66.3% combined — a concentrated shelf where challengers need a differentiated topic wedge.
- The highest-demand topic is “3d wooden gun puzzles” (top keyword “3d wooden puzzles gun”, ~40 searches/mo).
- AI answers lean on reddit.com most (27.9% 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 | ROKR | 983 | 43.7% |
| 2 | Ugears | 323 | 14.4% |
| 3 | Wood Trick | 185 | 8.2% |
| 4 | Rolife | 129 | 5.7% |
| 5 | ROBOTIME | 103 | 4.6% |
| 6 | FriendlyFossil | 73 | 3.2% |
| 7 | Hands Craft | 64 | 2.8% |
| 8 | Unidragon | 29 | 1.3% |
| 9 | Rokrgeek | 28 | 1.2% |
| 10 | Mr. Playwood | 17 | 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 |
|---|---|---|---|
| 3d wooden gun puzzles | ≈168 | 3d wooden puzzles gun | 40 |
| 3d wooden puzzles for adults | — | 3d puzzles for adults | 8,100 |
| animal 3d wooden puzzles | — | 3d wooden animal puzzles | 170 |
| DIY 3d wooden puzzles | — | wooden puzzles 3d | 8,100 |
| 3d wooden animal puzzles | — | 3d wooden animal puzzles | 170 |
| mechanical 3d wooden puzzles | — | 3d wooden puzzles music box | 110 |
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 | 105 | 27.9% |
| rokrpuzzles.com | 83 | 22% |
| robotimeonline.com | 54 | 14.3% |
| rokronline.com | 52 | 13.8% |
| cubicfunshop.com | 27 | 7.2% |
| friendlyfossil.com | 9 | 2.4% |
| etsy.com | 8 | 2.1% |
| trustpilot.com | 5 | 1.3% |
FAQ
Which brands do AI assistants recommend most for 3d wooden puzzles?
Over the last 30 days the top brands by AI mention share are: ROKR (43.7%), Ugears (14.4%), Wood Trick (8.2%), Rolife (5.7%), ROBOTIME (4.6%). Data from GEOly's continuous monitoring across ChatGPT, Google AI Mode, Google AI Overviews.
How many people ask AI about 3d wooden puzzles?
GEOly estimates ~168 AI queries per month in this category across 6 buyer topics, led by “3d wooden gun puzzles”.
Which sources do AI engines cite for 3d wooden puzzles?
The most-cited domains are: reddit.com, rokrpuzzles.com, robotimeonline.com, rokronline.com, cubicfunshop.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.