Category AI Visibility Report
Motorcycle Mirrors 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
≈766
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 Motorcycle Mirrors across ChatGPT, Google AI Mode, Google AI Overviews — an estimated 766 AI queries per month.
- CRG leads the AI shelf with 18.5% of brand mentions, followed by Double Take (16.4%) and Rizoma (9.2%). The top three hold 44.1% combined — a concentrated shelf where challengers need a differentiated topic wedge.
- The highest-demand topic is “clamp-on motorcycle mirrors” (top keyword “motorcycle mirrors clamp-on”, ~210 searches/mo).
- AI answers lean on reddit.com most (42.2% 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 | CRG | 1,021 | 18.5% |
| 2 | Double Take | 903 | 16.4% |
| 3 | Rizoma | 507 | 9.2% |
| 4 | Kemimoto | 447 | 8.1% |
| 5 | Motogadget | 298 | 5.4% |
| 6 | BikeMaster | 127 | 2.3% |
| 7 | Brogue Moto | 112 | 2% |
| 8 | Joker | 95 | 1.7% |
| 9 | Oxford | 82 | 1.5% |
| 10 | Kuryakyn | 76 | 1.4% |
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 |
|---|---|---|---|
| clamp-on motorcycle mirrors | ≈192 | motorcycle mirrors clamp-on | 210 |
| blind spot motorcycle mirrors | ≈192 | blind spot motorcycle mirrors | 210 |
| camera motorcycle mirrors | ≈191 | motorcycle lcd mirrors | 10 |
| underbar motorcycle mirrors | ≈191 | under bar mirrors motorcycle | 70 |
| motorcycle mirrors with turn signals | — | motorcycle turn signal mirrors | 260 |
| bar end motorcycle mirrors | — | end bar mirrors motorcycle | 1,000 |
| rear view motorcycle mirrors | — | mirrors for a motorcycle | 4,400 |
| folding motorcycle mirrors | — | foldable motorcycle mirrors | 210 |
| convex motorcycle mirrors | — | motorcycle convex mirrors | 320 |
| dual sport motorcycle mirrors | — | dual sport motorcycle mirrors | 260 |
| sport motorcycle mirrors | — | stealth mirrors motorcycle | 320 |
| low profile motorcycle mirrors | — | low profile mirrors motorcycle | 210 |
| Harley Davidson motorcycle mirrors | — | custom motorcycle mirrors harley davidson | 260 |
| custom motorcycle mirrors | — | arlen ness motorcycle mirrors | 480 |
| handlebar motorcycle mirrors | — | motorcycle mirrors handlebar | 320 |
| universal motorcycle mirrors | — | universal motorcycle mirrors | 320 |
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 | 455 | 42.2% |
| revzilla.com | 230 | 21.4% |
| kiwavmotors.com | 171 | 15.9% |
| doubletakemirror.com | 38 | 3.5% |
| adventuremotorcycle.com | 30 | 2.8% |
| ridermagazine.com | 27 | 2.5% |
| ultimatemotorcycling.com | 10 | 0.9% |
| rizoma.com | 10 | 0.9% |
FAQ
Which brands do AI assistants recommend most for motorcycle mirrors?
Over the last 30 days the top brands by AI mention share are: CRG (18.5%), Double Take (16.4%), Rizoma (9.2%), Kemimoto (8.1%), Motogadget (5.4%). Data from GEOly's continuous monitoring across ChatGPT, Google AI Mode, Google AI Overviews.
How many people ask AI about motorcycle mirrors?
GEOly estimates ~766 AI queries per month in this category across 17 buyer topics, led by “clamp-on motorcycle mirrors”.
Which sources do AI engines cite for motorcycle mirrors?
The most-cited domains are: reddit.com, revzilla.com, kiwavmotors.com, doubletakemirror.com, adventuremotorcycle.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.