Category AI Visibility Report
Tunics 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
≈8,261
Est. AI queries / month
16
Buyer topics monitored
10
Brands on the AI shelf
Key insights
- Over the last 30 days, GEOly monitored 16 buyer topics in Tunics across ChatGPT, Google AI Mode, Google AI Overviews — an estimated 8,261 AI queries per month.
- Lands' End leads the AI shelf with 11.7% of brand mentions, followed by Roaman's (4.1%) and Spanx (3.5%). The top three hold 19.3% combined — a shelf that has not consolidated yet, leaving a clear window for challengers.
- The highest-demand topic is “Long tunics” (top keyword “tunics long”, ~1,300 searches/mo).
- AI answers lean on reddit.com most (35.5% 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 | Lands' End | 631 | 11.7% |
| 2 | Roaman's | 223 | 4.1% |
| 3 | Spanx | 191 | 3.5% |
| 4 | Eileen Fisher | 172 | 3.2% |
| 5 | Quince | 153 | 2.8% |
| 6 | Life Is Good | 151 | 2.8% |
| 7 | L.L.Bean | 150 | 2.8% |
| 8 | Banana Republic | 115 | 2.1% |
| 9 | Old Navy | 108 | 2% |
| 10 | Gap | 99 | 1.8% |
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 |
|---|---|---|---|
| Long tunics | ≈2,109 | tunics long | 1,300 |
| Long sleeve tunics | ≈2,078 | tunics long sleeve | 1,300 |
| T-shirt tunics | ≈2,063 | t-shirt tunics | 1,000 |
| Sleeveless tunics | ≈2,011 | tunics sleeveless | 1,000 |
| Sweater tunics | — | tunics sweater | 3,600 |
| Linen tunics | — | linen tunics | 3,600 |
| Medieval tunics | — | tunics medieval | 3,600 |
| Shirt tunics | — | tunics shirt | 4,400 |
| Plus size tunics | — | tunics for plus size | 1,300 |
| Men's tunics | — | tunics for men | 4,400 |
| Cotton tunics | — | tunics cotton | 3,600 |
| Dress tunics | — | tunics dress | 5,400 |
| Sweatshirt tunics | — | sweatshirt tunics | 1,600 |
| Tunics for leggings | — | long tunic tops for leggings | 2,400 |
| Tunics tops for women | — | tops and tunics | 12,100 |
| Roman and Greek tunics | — | romans tunics | 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 | 145 | 35.5% |
| ilovetunics.com | 44 | 10.8% |
| farnelli.com | 41 | 10% |
| target.com | 24 | 5.9% |
| llbean.com | 20 | 4.9% |
| metmuseum.org | 16 | 3.9% |
| womanwithin.com | 15 | 3.7% |
| fabulousafter40.com | 15 | 3.7% |
Related category reports
FAQ
Which brands do AI assistants recommend most for tunics?
Over the last 30 days the top brands by AI mention share are: Lands' End (11.7%), Roaman's (4.1%), Spanx (3.5%), Eileen Fisher (3.2%), Quince (2.8%). Data from GEOly's continuous monitoring across ChatGPT, Google AI Mode, Google AI Overviews.
How many people ask AI about tunics?
GEOly estimates ~8,261 AI queries per month in this category across 16 buyer topics, led by “Long tunics”.
Which sources do AI engines cite for tunics?
The most-cited domains are: reddit.com, ilovetunics.com, farnelli.com, target.com, llbean.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.