Category AI Visibility Report
Electric Motorcycles 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
≈2,824
Est. AI queries / month
13
Buyer topics monitored
10
Brands on the AI shelf
Key insights
- Over the last 30 days, GEOly monitored 13 buyer topics in Electric Motorcycles across ChatGPT, Google AI Mode, Google AI Overviews — an estimated 2,824 AI queries per month.
- Zero leads the AI shelf with 20.8% of brand mentions, followed by Livewire Elite Quad (13.8%) and Zero Motorcycles (12%). The top three hold 46.6% combined — a concentrated shelf where challengers need a differentiated topic wedge.
- The highest-demand topic is “long range electric motorcycles” (top keyword “electric motorcycles range”, ~720 searches/mo).
- AI answers lean on reddit.com most (39.2% 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 | Zero | 1,567 | 20.8% |
| 2 | Livewire Elite Quad | 1,042 | 13.8% |
| 3 | Zero Motorcycles | 906 | 12% |
| 4 | Energica | 569 | 7.6% |
| 5 | Can-Am | 273 | 3.6% |
| 6 | Sur-Ron | 261 | 3.5% |
| 7 | Stark Future | 223 | 3% |
| 8 | Razor | 222 | 3% |
| 9 | Ryvid | 211 | 2.8% |
| 10 | Lightning | 185 | 2.5% |
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 |
|---|---|---|---|
| long range electric motorcycles | ≈1,065 | electric motorcycles range | 720 |
| electric commuter motorcycles | ≈880 | maeving electric motorcycles | 880 |
| electric dual sport and adventure motorcycles | ≈879 | adventure motorcycles | 9,900 |
| electric motorcycles for adults | — | electric motorcycle for adults | 14,800 |
| electric street motorcycles | — | electric street motorcycles | 2,900 |
| electric dirt motorcycles | — | electric dirt motorcycles | 301,000 |
| electric motorcycles for beginners | — | beginner motorcycle | 9,900 |
| fast electric motorcycles | — | fastest electric motorcycles | 1,900 |
| mini electric motorcycles | — | electric mini motorcycles for sale | 1,300 |
| 3 wheel electric motorcycles | — | can-am electric motorcycles | 1,900 |
| street legal electric motorcycles | — | street legal electric motorcycle | 6,600 |
| electric cruiser motorcycles | — | electric harley davidson motorcycles | 4,400 |
| electric motorcycles for teens and kids | — | electric dirt bike for teens | 6,600 |
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 | 309 | 39.2% |
| livewire.com | 137 | 17.4% |
| brp.com | 56 | 7.1% |
| bike-ev.com | 47 | 6% |
| zeromotorcycles.com | 26 | 3.3% |
| ryvid.com | 24 | 3% |
| razor.com | 18 | 2.3% |
| burromax.com | 14 | 1.8% |
FAQ
Which brands do AI assistants recommend most for electric motorcycles?
Over the last 30 days the top brands by AI mention share are: Zero (20.8%), Livewire Elite Quad (13.8%), Zero Motorcycles (12%), Energica (7.6%), Can-Am (3.6%). Data from GEOly's continuous monitoring across ChatGPT, Google AI Mode, Google AI Overviews.
How many people ask AI about electric motorcycles?
GEOly estimates ~2,824 AI queries per month in this category across 13 buyer topics, led by “long range electric motorcycles”.
Which sources do AI engines cite for electric motorcycles?
The most-cited domains are: reddit.com, livewire.com, brp.com, bike-ev.com, zeromotorcycles.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.