Category AI Visibility Report
Motorcycle Wheels 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
≈1,001
Est. AI queries / month
10
Buyer topics monitored
10
Brands on the AI shelf
Key insights
- Over the last 30 days, GEOly monitored 10 buyer topics in Motorcycle Wheels across ChatGPT, Google AI Mode, Google AI Overviews — an estimated 1,001 AI queries per month.
- BST leads the AI shelf with 7.7% of brand mentions, followed by Marchesini (7.5%) and Excel (7%). The top three hold 22.2% combined — a shelf that has not consolidated yet, leaving a clear window for challengers.
- The highest-demand topic is “chrome motorcycle wheels” (top keyword “chrome wheels motorcycle”, ~320 searches/mo).
- AI answers lean on reddit.com most (26.1% 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 | BST | 361 | 7.7% |
| 2 | Marchesini | 352 | 7.5% |
| 3 | Excel | 328 | 7% |
| 4 | OZ Racing | 296 | 6.3% |
| 5 | Rotobox | 267 | 5.7% |
| 6 | Dymag | 264 | 5.6% |
| 7 | Ride Wright Wheels | 241 | 5.1% |
| 8 | SMT | 204 | 4.3% |
| 9 | Warp 9 | 151 | 3.2% |
| 10 | Performance Machine | 147 | 3.1% |
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 |
|---|---|---|---|
| chrome motorcycle wheels | ≈334 | chrome wheels motorcycle | 320 |
| magnesium motorcycle wheels | ≈334 | motorcycle mag wheels | 210 |
| used motorcycle wheels | ≈333 | used motorcycle wheels for sale | 90 |
| spoked motorcycle wheels | — | spoked motorcycle wheels | 1,000 |
| supermoto motorcycle wheels | — | supermoto wheels | 5,400 |
| Harley-Davidson motorcycle wheels | — | harley davidson rims | 2,900 |
| carbon fiber motorcycle wheels | — | motorcycle carbon fibre wheels | 390 |
| aftermarket motorcycle wheels | — | motorcycle aftermarket wheels | 480 |
| custom motorcycle wheels | — | custom motorcycle wheels rims | 1,000 |
| big wheel motorcycle wheels | — | big wheels motorcycle | 880 |
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 | 140 | 26.1% |
| smtwheels.com | 81 | 15.1% |
| dnaspecialty.com | 23 | 4.3% |
| hdforums.com | 22 | 4.1% |
| ebay.com | 21 | 3.9% |
| marchesiniwheels.com | 20 | 3.7% |
| rotobox-wheels.com | 19 | 3.5% |
| cycleworld.com | 18 | 3.4% |
FAQ
Which brands do AI assistants recommend most for motorcycle wheels?
Over the last 30 days the top brands by AI mention share are: BST (7.7%), Marchesini (7.5%), Excel (7%), OZ Racing (6.3%), Rotobox (5.7%). Data from GEOly's continuous monitoring across ChatGPT, Google AI Mode, Google AI Overviews.
How many people ask AI about motorcycle wheels?
GEOly estimates ~1,001 AI queries per month in this category across 10 buyer topics, led by “chrome motorcycle wheels”.
Which sources do AI engines cite for motorcycle wheels?
The most-cited domains are: reddit.com, smtwheels.com, dnaspecialty.com, hdforums.com, ebay.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.