Size & Fit Recommendation Agent
Conversationally diagnoses fit using prior purchases, returns, and brand-specific sizing intelligence.
ApparelPersonalization
Size & Fit Recommendation Agent
Polished agent demo — preview
Agent running
Agent thinking
- 1Reading inputs and pulling relevant context across systems…
- 2Building a plan: 4 steps, 2 tools, 1 human approval gate.
- 3Executing steps with progress streaming back to the user.
- 4Decision made. Drafting summary and queuing for review.
This demo is a polished preview. Book a build to see the production version.
The problem
Size returns are the #1 cost in apparel. Static size charts don't account for cut, fabric, and individual fit history.
What the agent does
- Asks about typical fit, what they like loose vs. fitted, and prior brand experience
- Uses past purchase + return data to model personal sizing
- Recommends the right size with confidence and a sizing rationale
Business value
Cuts size-related returns by 33% and lifts add-to-cart conversion by 12%.
More in Retail & E-commerce
Retail & E-commerce Live demo
Product Description Authoring Agent
Generates merchandised, brand-consistent product copy from supplier data + product images at catalog scale.
ContentMulti-modalSEO
→Retail & E-commerce Live demo
Personal Shopping Concierge
A chat-first concierge that knows the customer, the inventory, and the use case — and closes the basket.
ChatPersonalizationConversion
→Retail & E-commerce Live demo
Returns & Exchange Agent
Handles returns end-to-end — diagnoses fit/quality issues, recommends exchanges, and saves the sale where possible.
ServiceConversionLogistics
→