Category AI Visibility Report
Marbles 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
≈14,176
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 Marbles across ChatGPT, Google AI Mode, Google AI Overviews — an estimated 14,176 AI queries per month.
- Mega Marbles leads the AI shelf with 8.2% of brand mentions, followed by Akro Agate (7.6%) and Vacor (6.8%). The top three hold 22.6% 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 (26.4% 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 | Mega Marbles | 53 | 8.2% |
| 2 | Akro Agate | 49 | 7.6% |
| 3 | Vacor | 44 | 6.8% |
| 4 | House of Marbles | 35 | 5.4% |
| 5 | GraviTrax | 24 | 3.7% |
| 6 | Toysmith | 23 | 3.6% |
| 7 | Atwood Toys Impact Marble Racing | 23 | 3.6% |
| 8 | Christensen Agate | 23 | 3.6% |
| 9 | AmishToyBox | 23 | 3.6% |
| 10 | BeakersWorld | 23 | 3.6% |
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 |
| agate marbles | ≈6,283 | rock marbles | 9,900 |
| marbles for marble run | — | marbles for marble run | 33,100 |
| racing marbles | — | racing marbles | 9,900 |
| playing marbles | — | how to play marbles | 6,600 |
| glass marbles | — | marbles glass | 2,900 |
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 | 71 | 26.4% |
| etsy.com | 37 | 13.8% |
| marblesport.com | 27 | 10% |
| moonmarble.com | 19 | 7.1% |
| marblemagic.com | 17 | 6.3% |
| marblecollecting.com | 16 | 5.9% |
| vintagehardwarestore.com | 15 | 5.6% |
| marble-go.com | 14 | 5.2% |
Related category reports
FAQ
Which brands do AI assistants recommend most for marbles?
Over the last 30 days the top brands by AI mention share are: Mega Marbles (8.2%), Akro Agate (7.6%), Vacor (6.8%), House of Marbles (5.4%), GraviTrax (3.7%). Data from GEOly's continuous monitoring across ChatGPT, Google AI Mode, Google AI Overviews.
How many people ask AI about marbles?
GEOly estimates ~14,176 AI queries per month in this category across 6 buyer topics, led by “marbles for board games”.
Which sources do AI engines cite for marbles?
The most-cited domains are: reddit.com, etsy.com, marblesport.com, moonmarble.com, marblemagic.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.