Category AI Visibility Report
Jumpsuits 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
≈14,864
Est. AI queries / month
21
Buyer topics monitored
10
Brands on the AI shelf
Key insights
- Over the last 30 days, GEOly monitored 21 buyer topics in Jumpsuits across ChatGPT, Google AI Mode, Google AI Overviews — an estimated 14,864 AI queries per month.
- Quince leads the AI shelf with 6.2% of brand mentions, followed by Adrianna Papell (4%) and Spanx (2.6%). The top three hold 12.8% combined — a shelf that has not consolidated yet, leaving a clear window for challengers.
- The highest-demand topic is “Sequin jumpsuits” (top keyword “sequin jumpsuit”, ~8,100 searches/mo).
- AI answers lean on reddit.com most (27.9% 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 | 443 | 6.2% |
| 2 | Adrianna Papell | 290 | 4% |
| 3 | Spanx | 183 | 2.6% |
| 4 | Nadine Merabi | 148 | 2.1% |
| 5 | Phase Eight | 147 | 2.1% |
| 6 | Mango | 134 | 1.9% |
| 7 | Banana Republic | 134 | 1.9% |
| 8 | Fashion Nova | 109 | 1.5% |
| 9 | Petal & Pup | 101 | 1.4% |
| 10 | Black Halo | 98 | 1.4% |
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 |
|---|---|---|---|
| Sequin jumpsuits | ≈8,102 | sequin jumpsuit | 8,100 |
| Scrub jumpsuits | ≈6,762 | scrub jumpsuit | 8,100 |
| White jumpsuits | — | white jumpsuit | 18,100 |
| Denim jumpsuits | — | denim jumpsuits | 27,100 |
| Men's jumpsuits | — | men's jumpsuits | 12,100 |
| Casual jumpsuits | — | jumpsuits for women casual | 9,900 |
| Wedding guest jumpsuits | — | jumpsuits at weddings | 6,600 |
| Wide-leg jumpsuits | — | wide leg jumpsuits | 6,600 |
| Maternity jumpsuits | — | maternity jumpsuit | 6,600 |
| Black jumpsuits | — | black jumpsuit | 22,200 |
| Petite jumpsuits | — | petite jumpsuit | 5,400 |
| Wedding jumpsuits | — | jumpsuits at weddings | 6,600 |
| Dressy and formal jumpsuits | — | womens dressy jumpsuit | 9,900 |
| Dressy jumpsuits | — | womens dressy jumpsuit | 9,900 |
| Women's jumpsuits | — | jumpsuits woman | 40,500 |
| Romper jumpsuits | — | black romper | 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 | 187 | 27.9% |
| jovani.com | 69 | 10.3% |
| adriannapapell.com | 67 | 10% |
| travelandleisure.com | 59 | 8.8% |
| theknot.com | 44 | 6.6% |
| thebump.com | 19 | 2.8% |
| petitedressing.com | 17 | 2.5% |
| macys.com | 16 | 2.4% |
FAQ
Which brands do AI assistants recommend most for jumpsuits?
Over the last 30 days the top brands by AI mention share are: Quince (6.2%), Adrianna Papell (4%), Spanx (2.6%), Nadine Merabi (2.1%), Phase Eight (2.1%). Data from GEOly's continuous monitoring across ChatGPT, Google AI Mode, Google AI Overviews.
How many people ask AI about jumpsuits?
GEOly estimates ~14,864 AI queries per month in this category across 21 buyer topics, led by “Sequin jumpsuits”.
Which sources do AI engines cite for jumpsuits?
The most-cited domains are: reddit.com, jovani.com, adriannapapell.com, travelandleisure.com, theknot.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.