Category AI Visibility Report
Road Electric Bikes 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
≈8,100
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 Road Electric Bikes across ChatGPT, Google AI Mode, Google AI Overviews — an estimated 8,100 AI queries per month.
- Specialized leads the AI shelf with 16.8% of brand mentions, followed by Trek (11.8%) and Aventon (9.7%). The top three hold 38.3% combined — a shelf that has not consolidated yet, leaving a clear window for challengers.
- The highest-demand topic is “Compact road electric bikes” (top keyword “compact electric bike”, ~4,400 searches/mo).
- AI answers lean on reddit.com most (26.3% 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 | Specialized | 990 | 16.8% |
| 2 | Trek | 692 | 11.8% |
| 3 | Aventon | 569 | 9.7% |
| 4 | Lectric | 450 | 7.7% |
| 5 | Velotric | 264 | 4.5% |
| 6 | Orbea | 253 | 4.3% |
| 7 | Gazelle | 239 | 4.1% |
| 8 | Cervélo | 219 | 3.7% |
| 9 | Ride1Up | 165 | 2.8% |
| 10 | Giant | 158 | 2.7% |
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 |
|---|---|---|---|
| Compact road electric bikes | ≈2,814 | compact electric bike | 4,400 |
| Step thru road electric bikes | ≈2,680 | step thru e-bike | 3,600 |
| Men's road electric bikes | ≈2,606 | men's electric bike | 4,400 |
| Class 2 road electric bikes | — | class 2 ebike | 9,900 |
| Lightweight road electric bikes | — | light weight e-bikes | 4,400 |
| Hybrid road electric bikes | — | bike hybrid electric | 5,400 |
| Class 3 road electric bikes | — | class 3 ebike | 9,900 |
| High performance road electric bikes | — | high performance electric bike | 18,100 |
| Road electric bikes for adults | — | electric bike for adults | 110,000 |
| Pedal assist road electric bikes | — | pedal assist electric bike | 27,100 |
| Long range road electric bikes | — | electric bike long range | 8,100 |
| Class 1 road electric bikes | — | class 1 ebike | 49,500 |
| Road legal road electric bikes | — | e bike laws | 4,400 |
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 | 181 | 26.3% |
| cyclingnews.com | 166 | 24.2% |
| ebikegearlab.com | 43 | 6.3% |
| specialized.com | 29 | 4.2% |
| bikeradar.com | 27 | 3.9% |
| gazellebikes.com | 26 | 3.8% |
| electricbikereport.com | 23 | 3.3% |
| tomsguide.com | 23 | 3.3% |
FAQ
Which brands do AI assistants recommend most for road electric bikes?
Over the last 30 days the top brands by AI mention share are: Specialized (16.8%), Trek (11.8%), Aventon (9.7%), Lectric (7.7%), Velotric (4.5%). Data from GEOly's continuous monitoring across ChatGPT, Google AI Mode, Google AI Overviews.
How many people ask AI about road electric bikes?
GEOly estimates ~8,100 AI queries per month in this category across 13 buyer topics, led by “Compact road electric bikes”.
Which sources do AI engines cite for road electric bikes?
The most-cited domains are: reddit.com, cyclingnews.com, ebikegearlab.com, specialized.com, bikeradar.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.