Category AI Visibility Report
Clothing Accessories 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
≈428,135
Est. AI queries / month
290
Buyer topics monitored
207
Brands on the AI shelf
24
Categories covered
Key insights
- Over the last 30 days, GEOly monitored 290 buyer topics in Clothing Accessories across ChatGPT, Google AI Mode, Google AI Overviews — an estimated 428,135 AI queries per month.
- Gimme leads the AI shelf with 2.1% of brand mentions, followed by Smartwool (1.9%) and Nike (1.6%). The top three hold 5.6% combined — a shelf that has not consolidated yet, leaving a clear window for challengers.
- The highest-demand topic is “Felt cowboy hats” (top keyword “felt hats cowboy”, ~49,500 searches/mo).
- AI answers lean on reddit.com most (25.5% 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 | Gimme | 2,269 | 2.1% |
| 2 | Smartwool | 2,088 | 1.9% |
| 3 | Nike | 1,670 | 1.6% |
| 4 | Kitsch | 1,631 | 1.5% |
| 5 | Icebreaker | 1,567 | 1.5% |
| 6 | Goody | 1,091 | 1% |
| 7 | Scunci | 1,067 | 1% |
| 8 | Buff | 1,037 | 1% |
| 9 | 3M Peltor | 956 | 0.9% |
| 10 | BlackStrap | 888 | 0.8% |
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 |
|---|---|---|---|
| Felt cowboy hats | ≈48,965 | felt hats cowboy | 49,500 |
| Sun hats | ≈34,977 | sunny hats | 40,500 |
| Trilby hats | ≈34,570 | trilby hats | 49,500 |
| Bucket hats | ≈30,379 | buck hats | 110,000 |
| Tape-in hair extensions | ≈24,882 | tape in hair extensions | 27,100 |
| studded belts | ≈19,227 | bb simon belts | 33,100 |
| Wigs for men | ≈18,753 | man with wigs | 9,900 |
| Halo hair extensions | ≈16,956 | halo hair extensions | 33,100 |
| ratchet belts | ≈16,171 | ratchet belt | 14,800 |
| Remy human hair wigs | ≈14,426 | human hair wigs remy | 9,900 |
| Wigs for kids | ≈12,488 | wigs for kids | 14,800 |
| Synthetic wigs | ≈11,398 | synthetic wigs | 12,100 |
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 | 4,056 | 25.5% |
| etsy.com | 494 | 3.1% |
| suspenders.com | 378 | 2.4% |
| gq.com | 344 | 2.2% |
| allure.com | 323 | 2% |
| target.com | 269 | 1.7% |
| walmart.com | 266 | 1.7% |
| travelandleisure.com | 178 | 1.1% |
Category reports inside
| Category | Est. AI queries / mo | Topics | Top brand in AI |
|---|---|---|---|
| Hats | ≈148,891 | 16 | Stetson |
| Wigs | ≈57,065 | 14 | Cynosure |
| Hair Extensions | ≈41,838 | 8 | GOO GOO |
| Belts | ≈35,398 | 9 | Hanks Belts |
| Headbands | ≈26,619 | 27 | Nike |
| Balaclavas | ≈15,877 | 20 | Smartwool |
| Wristbands | ≈12,515 | 14 | Nike |
| Neckties | ≈11,196 | 14 | Drake's |
| Bandanas | ≈10,425 | 15 | Halo Sleep |
| Earmuffs | ≈9,556 | 13 | 3M Peltor |
| Kids' Gloves | ≈8,324 | 7 | Savior |
| Hair Ties | ≈7,898 | 18 | Gimme |
| Suspenders | ≈7,754 | 8 | Holdup |
| Sashes | ≈5,076 | 10 | David’s Bridal |
| Cufflinks | ≈4,872 | 10 | Montblanc |
| Leis | ≈4,432 | 9 | Buy Hawaiian Lei |
| Leg Warmers | ≈4,065 | 12 | Capezio |
| Neck Gaiters | ≈3,895 | 6 | Buff |
| Hair Combs | ≈3,575 | 23 | KENT |
| Tiaras | ≈2,975 | 7 | Brides & Hairpins |
| Handkerchiefs | ≈2,650 | 10 | Nordstrom |
| Turbans | ≈1,760 | 9 | Slip |
| Fascinators | ≈781 | 6 | BABEYOND |
| Hair Sticks | ≈698 | 5 | France Luxe |
FAQ
Which brands do AI assistants recommend most for clothing accessories?
Over the last 30 days the top brands by AI mention share are: Gimme (2.1%), Smartwool (1.9%), Nike (1.6%), Kitsch (1.5%), Icebreaker (1.5%). Data from GEOly's continuous monitoring across ChatGPT, Google AI Mode, Google AI Overviews.
How many people ask AI about clothing accessories?
GEOly estimates ~428,135 AI queries per month in this category across 290 buyer topics, led by “Felt cowboy hats”.
Which sources do AI engines cite for clothing accessories?
The most-cited domains are: reddit.com, etsy.com, suspenders.com, gq.com, allure.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.