Category AI Visibility Report
Blouses 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
≈23,021
Est. AI queries / month
15
Buyer topics monitored
10
Brands on the AI shelf
Key insights
- Over the last 30 days, GEOly monitored 15 buyer topics in Blouses across ChatGPT, Google AI Mode, Google AI Overviews — an estimated 23,021 AI queries per month.
- Quince leads the AI shelf with 18.7% of brand mentions, followed by Lands' End (3%) and L.L.Bean (2.7%). The top three hold 24.4% combined — a shelf that has not consolidated yet, leaving a clear window for challengers.
- The highest-demand topic is “denim blouses” (top keyword “ladies denim blouses”, ~9,900 searches/mo).
- AI answers lean on reddit.com most (28% 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 | 1,157 | 18.7% |
| 2 | Lands' End | 187 | 3% |
| 3 | L.L.Bean | 164 | 2.7% |
| 4 | Gap | 159 | 2.6% |
| 5 | LilySilk | 124 | 2% |
| 6 | Banana Republic | 110 | 1.8% |
| 7 | Muji | 97 | 1.6% |
| 8 | Levi's | 93 | 1.5% |
| 9 | Vince | 88 | 1.4% |
| 10 | Eileen Fisher | 76 | 1.2% |
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 |
|---|---|---|---|
| denim blouses | ≈6,380 | ladies denim blouses | 9,900 |
| plus size blouses | ≈5,808 | plus size blouses | 3,600 |
| maternity work blouses | ≈5,517 | maternity blouses for work | 6,600 |
| lace blouses | ≈5,316 | lace blouses | 5,400 |
| long sleeve blouses | — | women long sleeve blouses | 6,600 |
| peasant blouses | — | peasant blouses | 8,100 |
| Hawaiian blouses | — | women's hawaiian blouses | 14,800 |
| western blouses | — | ladies western blouses | 12,100 |
| silk blouses | — | silky blouses | 14,800 |
| short sleeve blouses | — | short sleeve blouses | 5,400 |
| work blouses | — | ladies work blouses | 9,900 |
| off-the-shoulder blouses | — | blouses off the shoulder | 40,500 |
| flannel plaid blouses | — | ladies flannel blouses | 12,100 |
| Fourth of July blouses | — | fourth of july blouses | 18,100 |
| button-down blouses | — | button down shirts for women | 18,100 |
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 | 155 | 28% |
| whowhatwear.com | 103 | 18.6% |
| corporette.com | 53 | 9.6% |
| walmart.com | 22 | 4% |
| levi.com | 19 | 3.4% |
| thebump.com | 17 | 3.1% |
| shakatime.com | 17 | 3.1% |
| quince.com | 17 | 3.1% |
Related category reports
FAQ
Which brands do AI assistants recommend most for blouses?
Over the last 30 days the top brands by AI mention share are: Quince (18.7%), Lands' End (3%), L.L.Bean (2.7%), Gap (2.6%), LilySilk (2%). Data from GEOly's continuous monitoring across ChatGPT, Google AI Mode, Google AI Overviews.
How many people ask AI about blouses?
GEOly estimates ~23,021 AI queries per month in this category across 15 buyer topics, led by “denim blouses”.
Which sources do AI engines cite for blouses?
The most-cited domains are: reddit.com, whowhatwear.com, corporette.com, walmart.com, levi.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.