Category AI Visibility Report
Toy Trucks 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
≈11,352
Est. AI queries / month
12
Buyer topics monitored
10
Brands on the AI shelf
Key insights
- Over the last 30 days, GEOly monitored 12 buyer topics in Toy Trucks across ChatGPT, Google AI Mode, Google AI Overviews — an estimated 11,352 AI queries per month.
- Bruder leads the AI shelf with 18.3% of brand mentions, followed by Tonka (8.6%) and Battat (7.2%). The top three hold 34.1% combined — a shelf that has not consolidated yet, leaving a clear window for challengers.
- The highest-demand topic is “Toy trucks with cars” (top keyword “toy car trucks”, ~2,900 searches/mo).
- AI answers lean on reddit.com most (27.8% 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 | Bruder | 1,195 | 18.3% |
| 2 | Tonka | 560 | 8.6% |
| 3 | Battat | 473 | 7.2% |
| 4 | Hot Wheels | 334 | 5.1% |
| 5 | Monster Jam | 208 | 3.2% |
| 6 | Arrma | 206 | 3.1% |
| 7 | Traxxas | 206 | 3.1% |
| 8 | Green Toys | 175 | 2.7% |
| 9 | Greenlight | 174 | 2.7% |
| 10 | CAT | 169 | 2.6% |
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 |
|---|---|---|---|
| Toy trucks with cars | ≈5,206 | toy car trucks | 2,900 |
| Tow toy trucks | ≈3,632 | tow truck | 135,000 |
| Semi toy trucks | ≈2,514 | semi truck | 90,500 |
| Fire toy trucks | — | fire truck | 90,500 |
| Garbage toy trucks | — | toy garbage truck | 18,100 |
| Toy trucks with trailers | — | flatbed truck | 33,100 |
| Remote control toy trucks | — | rc trucks | 22,200 |
| Pickup toy trucks | — | pickup truck | 74,000 |
| Delivery toy trucks | — | box truck | 74,000 |
| Dump toy trucks | — | dump truck | 74,000 |
| Monster toy trucks | — | monster trucks | 165,000 |
| Ice cream toy trucks | — | ice cream truck | 49,500 |
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 | 153 | 27.8% |
| target.com | 152 | 27.6% |
| walmart.com | 91 | 16.5% |
| mattel.com | 30 | 5.5% |
| rccarsguide.com | 18 | 3.3% |
| arrmaforum.com | 14 | 2.5% |
| usps.com | 11 | 2% |
| monsterjam.com | 10 | 1.8% |
Related category reports
FAQ
Which brands do AI assistants recommend most for toy trucks?
Over the last 30 days the top brands by AI mention share are: Bruder (18.3%), Tonka (8.6%), Battat (7.2%), Hot Wheels (5.1%), Monster Jam (3.2%). Data from GEOly's continuous monitoring across ChatGPT, Google AI Mode, Google AI Overviews.
How many people ask AI about toy trucks?
GEOly estimates ~11,352 AI queries per month in this category across 12 buyer topics, led by “Toy trucks with cars”.
Which sources do AI engines cite for toy trucks?
The most-cited domains are: reddit.com, target.com, walmart.com, mattel.com, rccarsguide.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.