Online fitting-room experience

Build a photo-based virtual fitting room for fashion shoppers

Understand virtual fitting rooms and how TryRobe adds photo-based AI try-on to fashion websites and shopping applications.

TryRobe AI virtual try-on workflow showing person and fashion product inputs with a generated result
Person image + product reference → protected virtual try-on result
Direct answer

What is a virtual fitting room?

A virtual fitting room is an online shopping experience that helps a customer visualize a wearable product before purchase. TryRobe provides the photo-based generation and API workflow for this experience: a shopper supplies a suitable photo, chooses a product, and the merchant securely requests a visual try-on result from its backend.

A production fitting-room experience also needs consent, image guidance, loading and failure states, secure key storage, asynchronous completion, result expiry messaging, and a clear statement that the preview does not replace measurements or size charts.

What this workflow provides

Fits existing product journeys

Launch from a product page, catalog card, saved item, or mobile shopping screen.

Merchant-controlled interface

Keep the storefront UI and customer relationship while TryRobe handles the protected API workflow.

Responsible expectations

Present the result as an appearance preview and retain normal product sizing information.

How it works

  1. 1Add a Try on action to an eligible product.
  2. 2Collect informed image consent and a clear customer photo.
  3. 3Send the request from the merchant backend.
  4. 4Show an asynchronous progress state.
  5. 5Display the protected result with fit guidance.

Supported context

Product-page try-on
Mobile shopping apps
Boutique catalogs
D2C storefronts
Jewellery catalogs
Marketplace fashion listings
Storefront key exposure
Not permitted
Customer expectation
Visual preview
Completion
Async
Result access
Protected URL

Questions and factual answers

Does a virtual fitting room replace a size chart?

No. Keep size charts, measurements, material details, and seller policies visible because image generation does not calculate exact physical fit.

Can it be added without rebuilding the store?

Usually yes. A merchant can add a small frontend experience and connect it to a backend endpoint that integrates with TryRobe.

Is customer consent required?

Merchants should obtain appropriate consent and ensure users have the right to upload every person and product image submitted.

Continue exploring TryRobe

Choose the TryRobe path that matches your workflow.

Start with one complimentary standard generation or create a Business workspace for API access.

Start with TryRobe API