Category AI Visibility Report
Bicycle Saddles 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
≈2,867
Est. AI queries / month
9
Buyer topics monitored
10
Brands on the AI shelf
Key insights
- Over the last 30 days, GEOly monitored 9 buyer topics in Bicycle Saddles across ChatGPT, Google AI Mode, Google AI Overviews — an estimated 2,867 AI queries per month.
- Brooks leads the AI shelf with 18.5% of brand mentions, followed by Ergon (16.9%) and Specialized (8.6%). The top three hold 44% combined — a concentrated shelf where challengers need a differentiated topic wedge.
- The highest-demand topic is “touring bicycle saddles” (top keyword “most comfortable bike seat for long rides”, ~480 searches/mo).
- AI answers lean on reddit.com most (22.8% 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 | Brooks | 676 | 18.5% |
| 2 | Ergon | 616 | 16.9% |
| 3 | Specialized | 315 | 8.6% |
| 4 | Terry | 221 | 6.1% |
| 5 | Selle Italia | 189 | 5.2% |
| 6 | WTB | 182 | 5% |
| 7 | Selle SMP | 164 | 4.5% |
| 8 | Fizik | 142 | 3.9% |
| 9 | Selle Royal | 136 | 3.7% |
| 10 | SQlab | 135 | 3.7% |
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 |
|---|---|---|---|
| touring bicycle saddles | ≈1,466 | most comfortable bike seat for long rides | 480 |
| leather bicycle saddles | ≈1,401 | brooks bicycle saddles | 1,300 |
| bicycle saddles for men | — | bicycle saddles for men | 2,900 |
| noseless bicycle saddles | — | noseless bicycle saddles | 2,400 |
| road bicycle saddles | — | road bicycle saddles | 2,900 |
| best bicycle saddles | — | bike saddle | 5,400 |
| comfort bicycle saddles | — | bicycle saddles for comfort | 5,400 |
| bicycle saddles for women | — | bicycle saddles for women | 4,400 |
| mountain bicycle saddles | — | mtb saddles | 2,900 |
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 | 154 | 22.8% |
| cyclingnews.com | 123 | 18.2% |
| cyclingweekly.com | 69 | 10.2% |
| nih.gov | 65 | 9.6% |
| bikeradar.com | 57 | 8.5% |
| outdoorgearlab.com | 47 | 7% |
| brooksengland.com | 28 | 4.2% |
| ismseat.com | 19 | 2.8% |
Related category reports
FAQ
Which brands do AI assistants recommend most for bicycle saddles?
Over the last 30 days the top brands by AI mention share are: Brooks (18.5%), Ergon (16.9%), Specialized (8.6%), Terry (6.1%), Selle Italia (5.2%). Data from GEOly's continuous monitoring across ChatGPT, Google AI Mode, Google AI Overviews.
How many people ask AI about bicycle saddles?
GEOly estimates ~2,867 AI queries per month in this category across 9 buyer topics, led by “touring bicycle saddles”.
Which sources do AI engines cite for bicycle saddles?
The most-cited domains are: reddit.com, cyclingnews.com, cyclingweekly.com, nih.gov, 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.