Category AI Visibility Report
Women'S Clothing 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
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Est. AI queries / month
32
Buyer topics monitored
10
Brands on the AI shelf
Key insights
- Over the last 30 days, GEOly monitored 32 buyer topics in Women'S Clothing across ChatGPT, Google AI Mode, Google AI Overviews — an estimated 0 AI queries per month.
- Quince leads the AI shelf with 9.2% of brand mentions, followed by Abercrombie & Fitch (2.3%) and Nike (2.1%). The top three hold 13.6% combined — a shelf that has not consolidated yet, leaving a clear window for challengers.
- The highest-demand topic is “Women's bathing suits and swimwear” (top keyword “women's clothing bathing suits”, ~90,500 searches/mo).
- AI answers lean on reddit.com most (35.8% 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 | Quince | 1,434 | 9.2% |
| 2 | Abercrombie & Fitch | 360 | 2.3% |
| 3 | Nike | 327 | 2.1% |
| 4 | UNIQLO | 292 | 1.9% |
| 5 | Banana Republic | 246 | 1.6% |
| 6 | Old Navy | 238 | 1.5% |
| 7 | Madewell | 234 | 1.5% |
| 8 | J.Crew | 224 | 1.4% |
| 9 | Gap | 222 | 1.4% |
| 10 | Lululemon | 208 | 1.3% |
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 |
|---|---|---|---|
| Women's bathing suits and swimwear | — | women's clothing bathing suits | 90,500 |
| Women's blazers and cardigans | — | women's blazer clothing | 40,500 |
| Casual Women's Dresses | — | women's dresses | 246,000 |
| Women's hoodies and rompers | — | women's clothing hoodies | 33,100 |
| Women's clothing at boutiques | — | women's clothing boutique | 22,200 |
| Women's blouses | — | women's clothing blouses | 27,100 |
| Women's clothing for active wear and workouts | — | women's active wear clothing | 74,000 |
| Women's western wear clothing | — | women's western wear clothing | 22,200 |
| Women's clothing with specialty materials | — | women's fur clothing | 33,100 |
| Women's Clothing Boutique | — | women's clothing retail | 90,500 |
| Petite Women's Clothing | — | petite clothing | 40,500 |
| Women's sweaters | — | women's clothing sweater | 40,500 |
| Western Women's Clothing | — | women's western wear clothing | 22,200 |
| Women's clothing for evening and formal occasions | — | cheap affordable bridesmaid dresses | 74,000 |
| Women's bohemian style clothing | — | bohemian style women's clothing | 22,200 |
| Activewear Women's Clothing | — | women's active wear clothing | 74,000 |
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 | 561 | 35.8% |
| whowhatwear.com | 127 | 8.1% |
| vogue.com | 93 | 5.9% |
| azazie.com | 49 | 3.1% |
| trustpilot.com | 37 | 2.4% |
| womenshealthmag.com | 36 | 2.3% |
| corporette.com | 33 | 2.1% |
| people.com | 29 | 1.8% |
FAQ
Which brands do AI assistants recommend most for women's clothing?
Over the last 30 days the top brands by AI mention share are: Quince (9.2%), Abercrombie & Fitch (2.3%), Nike (2.1%), UNIQLO (1.9%), Banana Republic (1.6%). Data from GEOly's continuous monitoring across ChatGPT, Google AI Mode, Google AI Overviews.
How many people ask AI about women's clothing?
GEOly estimates ~0 AI queries per month in this category across 32 buyer topics, led by “Women's bathing suits and swimwear”.
Which sources do AI engines cite for women's clothing?
The most-cited domains are: reddit.com, whowhatwear.com, vogue.com, azazie.com, trustpilot.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.