Category AI Visibility Report
Roller Skates 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
≈8,139
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 Roller Skates across ChatGPT, Google AI Mode, Google AI Overviews — an estimated 8,139 AI queries per month.
- Riedell leads the AI shelf with 26.1% of brand mentions, followed by SureGrip (10.8%) and Kohler (10.3%). The top three hold 47.2% combined — a concentrated shelf where challengers need a differentiated topic wedge.
- The highest-demand topic is “speed roller skates” (top keyword “men's speed roller skates”, ~2,900 searches/mo).
- AI answers lean on reddit.com most (41.1% 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 | Riedell | 1,265 | 26.1% |
| 2 | SureGrip | 524 | 10.8% |
| 3 | Kohler | 499 | 10.3% |
| 4 | Bont | 350 | 7.2% |
| 5 | Roller Derby | 335 | 6.9% |
| 6 | Bauer | 237 | 4.9% |
| 7 | Epic | 145 | 3% |
| 8 | Jackson | 123 | 2.5% |
| 9 | VNLA | 117 | 2.4% |
| 10 | Nattork | 112 | 2.3% |
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 |
|---|---|---|---|
| speed roller skates | ≈2,939 | men's speed roller skates | 2,900 |
| roller skates with key | ≈2,693 | keyed roller skates | 1,300 |
| indoor roller skates | ≈2,507 | indoor roller skates | 2,400 |
| roller skates for beginners | — | quad roller skates for beginners | 14,800 |
| roller skates shoes | — | roller skates shoe | 9,900 |
| best roller skates | — | roller skates best | 1,600 |
| quad roller skates | — | quad roller skates | 9,900 |
| outdoor roller skates | — | outdoor roller skates | 2,900 |
| roller derby roller skates | — | roller derby skates | 8,100 |
| kids roller skates | — | childrens roller skates | 18,100 |
| men's roller skates | — | mens roller skates | 5,400 |
| women's roller skates | — | women roller skates | 6,600 |
| roller skates for hockey | — | hockey roller skates | 5,400 |
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 | 315 | 41.1% |
| riedellskates.com | 81 | 10.6% |
| yahoo.com | 53 | 6.9% |
| rollermagic.com | 45 | 5.9% |
| moxiskates.com | 38 | 5% |
| target.com | 24 | 3.1% |
| inlinewarehouse.com | 22 | 2.9% |
| rollerskatenation.com | 18 | 2.3% |
Related category reports
FAQ
Which brands do AI assistants recommend most for roller skates?
Over the last 30 days the top brands by AI mention share are: Riedell (26.1%), SureGrip (10.8%), Kohler (10.3%), Bont (7.2%), Roller Derby (6.9%). Data from GEOly's continuous monitoring across ChatGPT, Google AI Mode, Google AI Overviews.
How many people ask AI about roller skates?
GEOly estimates ~8,139 AI queries per month in this category across 13 buyer topics, led by “speed roller skates”.
Which sources do AI engines cite for roller skates?
The most-cited domains are: reddit.com, riedellskates.com, yahoo.com, rollermagic.com, moxiskates.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.