Category AI Visibility Report
Leg Warmers 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
≈4,065
Est. AI queries / month
12
Buyer topics monitored
10
Brands on the AI shelf
Key insights
- Over the last 30 days, GEOly monitored 12 buyer topics in Leg Warmers across ChatGPT, Google AI Mode, Google AI Overviews — an estimated 4,065 AI queries per month.
- Capezio leads the AI shelf with 6.2% of brand mentions, followed by FP Movement (4.5%) and Wrapables (4.1%). The top three hold 14.8% combined — a shelf that has not consolidated yet, leaving a clear window for challengers.
- The highest-demand topic is “long leg warmers” (top keyword “thigh high leg warmers”, ~1,000 searches/mo).
- AI answers lean on reddit.com most (43.5% 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 | Capezio | 241 | 6.2% |
| 2 | FP Movement | 175 | 4.5% |
| 3 | Wrapables | 159 | 4.1% |
| 4 | Sock Dreams | 152 | 3.9% |
| 5 | Castelli | 116 | 3% |
| 6 | Gore | 107 | 2.8% |
| 7 | Paul James Knitwear | 105 | 2.7% |
| 8 | Pearl Izumi | 103 | 2.7% |
| 9 | RubiaWear | 98 | 2.5% |
| 10 | Bombas | 96 | 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 leg warmers | ≈1,398 | thigh high leg warmers | 1,000 |
| flared leg warmers | ≈1,377 | leg warmers flare | 1,000 |
| 80s leg warmers | ≈1,290 | 80s leg warmers | 3,600 |
| leg warmers for cycling | — | leg warmers bike | 720 |
| leg warmers for men | — | leg warmers men | 1,600 |
| fashion leg warmers | — | leg warmers cute | 1,600 |
| leg warmers socks | — | leg warmers / socks | 2,400 |
| wool leg warmers | — | wool leg warmers | 14,800 |
| fur leg warmers | — | fur leg warmers | 3,600 |
| knit leg warmers | — | knitted leg warmers | 3,600 |
| leg warmers for babies and kids | — | childrens leg warmers | 1,300 |
| ballet leg warmers | — | ballet leg warmers | 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 | 167 | 43.5% |
| cyclingweekly.com | 35 | 9.1% |
| cyclingnews.com | 25 | 6.5% |
| shop.app | 21 | 5.5% |
| target.com | 21 | 5.5% |
| etsy.com | 21 | 5.5% |
| babygearlab.com | 15 | 3.9% |
| road.cc | 9 | 2.3% |
Related category reports
FAQ
Which brands do AI assistants recommend most for leg warmers?
Over the last 30 days the top brands by AI mention share are: Capezio (6.2%), FP Movement (4.5%), Wrapables (4.1%), Sock Dreams (3.9%), Castelli (3%). Data from GEOly's continuous monitoring across ChatGPT, Google AI Mode, Google AI Overviews.
How many people ask AI about leg warmers?
GEOly estimates ~4,065 AI queries per month in this category across 12 buyer topics, led by “long leg warmers”.
Which sources do AI engines cite for leg warmers?
The most-cited domains are: reddit.com, cyclingweekly.com, cyclingnews.com, shop.app, target.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.