Returns

Wrong size. Lost margin.

Size returns are the biggest cost in online fashion. Shoppers guess. They order multiples. They send items back. PrimeStyle AI is designed to address this at the source.

What if every shopper could see a size recommendation aligned to their measurements before they ever touched Add to Cart?
Built for Shopify

Native Shopify app. Trained on your sizes.

Returns are the single largest cost in online apparel — and the merchants solving sizing at the product page are pulling decisively ahead. PrimeStyle AI is the native Shopify app that closes the gap: trained on your size chart, live on every product page, and purpose-built for the conversion economics of modern apparel retail.

Native Shopify app. Trained on your sizes.
What it does

Four moves. One perfect fit.

Capability 01

AI Sizing by Photo

One full-body photo. PrimeStyle extracts measurements and returns a recommended size from your Shopify catalog.

AI Sizing by Photo
Capability 02

Smart Size Recommendation

Height, weight, age, and body-specific questions — separate flows for men and women. Matched to your Shopify size chart.

Smart Size Recommendation
Capability 03

Virtual Try-On

Once the size is found, shoppers see the garment on themselves — inside your Shopify product page.

Virtual Try-On
Capability 04

Trained on Your Size Chart

Upload a CSV in the Shopify admin. PrimeStyle learns your sizes and recommends fit based on your catalog. Not industry averages.

Trained on Your Size Chart
Live in your store

From guessing to knowing — in seconds.

Two AI flows. One seamless experience. Built for Shopify.

Sizing Body Your Fit
Smart Size Finder

A size recommendation. In seconds.

Shoppers enter height, weight, and a few body-type questions. The Decision Engine matches them to your Shopify size chart — not industry averages — and returns a recommended size in seconds.

  • Works with any Shopify size chart
  • Separate flows for men and women
  • Reduced guesswork — matched to your Shopify catalog
Smart Size input form
Body type selector
Fit result
Virtual Try-On
Photo Your Fit
Virtual Try-On · Step 01

Upload one photo.

Stand facing the camera — full body in frame. Our visual AI handles everything else. In seconds.

  • One photo — results in seconds
  • Works on any Shopify product page
  • No app download required
Photo upload guide
Virtual try-on result
Built right

Built for production environments.

Fully customizable

Colors, layout, widget placement, flow.

Mobile & desktop

Same experience, every device.

en
es
fr
de
it
pt
ar
zh
ja
ko
ru

10+ languages

Sell globally without friction.

Any garment

Menswear, womenswear, suits, denim, outerwear, activewear, plus size.

Any product

Works with every garment.

Menswear, womenswear, denim, outerwear, activewear, plus size — if it has a size chart on Shopify, PrimeStyle fits it.

T-Shirts
T-Shirts
Dresses
Dresses
Suits
Suits
Tuxedos
Tuxedos
Jeans
Jeans
Blouses
Blouses
Jackets
Jackets
Coats
Coats
Activewear
Activewear
Swimwear
Swimwear
Skirts
Skirts
Formal Wear
Formal Wear
Plus Size
Plus Size
Pants
Pants
Shorts
Shorts
Contact

Contact us

Share your brand profile, catalog scope, and integration requirements. Our team reviews each pilot request and follows up with next steps.

Limited pilot slots We review each store before activation.
Shopify-ready setup Tell us your catalog and size-chart structure.
Private by default Your application details stay confidential.
Pilot form

Decision Engine Pilot Application

Share the basics and we will follow up with the next step for your store.

Integration
Pilot measurement

By applying, you agree to share data on the impact of the Decision Engine if your brand is selected.

Match every shopper to the right size.

Install PrimeStyle AI from the Shopify App Store and end size returns.

Ask another AI

Want a second opinion?

Open a ready-made question in ChatGPT, Claude, or Perplexity and see why PrimeStyleAI works for Shopify stores.