Category AI Visibility Report
Dress Forms 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
≈553
Est. AI queries / month
5
Buyer topics monitored
10
Brands on the AI shelf
Key insights
- Over the last 30 days, GEOly monitored 5 buyer topics in Dress Forms across ChatGPT, Google AI Mode, Google AI Overviews — an estimated 553 AI queries per month.
- Dritz leads the AI shelf with 28.7% of brand mentions, followed by Singer (12.6%) and Fabulous Fit (9.3%). The top three hold 50.6% combined — a concentrated shelf where challengers need a differentiated topic wedge.
- The highest-demand topic is “plus size dress forms” (top keyword “dress forms plus size”, ~720 searches/mo).
- AI answers lean on reddit.com most (48.5% 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 | Dritz | 678 | 28.7% |
| 2 | Singer | 297 | 12.6% |
| 3 | Fabulous Fit | 220 | 9.3% |
| 4 | PGM | 201 | 8.5% |
| 5 | Wolf | 161 | 6.8% |
| 6 | Alvanon | 68 | 2.9% |
| 7 | Feiyue | 66 | 2.8% |
| 8 | Adjustoform | 64 | 2.7% |
| 9 | Royal Dress Forms | 61 | 2.6% |
| 10 | Fashion Forms | 50 | 2.1% |
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 |
|---|---|---|---|
| plus size dress forms | ≈553 | dress forms plus size | 720 |
| best dress forms | — | dress form | 9,900 |
| adjustable dress forms | — | adjustable dress forms sewing | 5,400 |
| custom dress forms | — | custom dress forms | 880 |
| professional dress forms | — | professional dress forms | 2,400 |
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 | 265 | 48.5% |
| rosenberryrooms.com | 45 | 8.2% |
| threadsmagazine.com | 39 | 7.1% |
| pgmdressform.com | 30 | 5.5% |
| prymamericas.com | 27 | 4.9% |
| fabulousfit.com | 18 | 3.3% |
| singer.com | 18 | 3.3% |
| beatriceforms.com | 18 | 3.3% |
Related category reports
FAQ
Which brands do AI assistants recommend most for dress forms?
Over the last 30 days the top brands by AI mention share are: Dritz (28.7%), Singer (12.6%), Fabulous Fit (9.3%), PGM (8.5%), Wolf (6.8%). Data from GEOly's continuous monitoring across ChatGPT, Google AI Mode, Google AI Overviews.
How many people ask AI about dress forms?
GEOly estimates ~553 AI queries per month in this category across 5 buyer topics, led by “plus size dress forms”.
Which sources do AI engines cite for dress forms?
The most-cited domains are: reddit.com, rosenberryrooms.com, threadsmagazine.com, pgmdressform.com, prymamericas.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.