Garment-accurate rendering
Fabric, texture, drape, seams, and color are preserved from your original product photography instead of pasting a cut-out on top of a body.
Virtual try-on infrastructure
One API for photorealistic virtual try-on
Turn existing product photos and a single shopper photo into believable on-body previews—no model training, no GPU hosting. Built for Shopify, WooCommerce, and the developers shipping try-on products of their own.
// One call, any garment category
const job = await virtufit.tryOn({
garment_image: "product/flat-lay.jpg",
shopper_photo: "shopper/selfie.jpg",
garment_type: "full_set",
quality: "hd"
});
console.log(job.id); // job_8fd21c
console.log(job.status); // "queued"
POST /v1/tryon · webhook on completion
1 credit
One photo, every garment
Four frames, one complete try-on loop
Upload the shopper photo once, pair it with any garment, and render a real on-body preview—then reuse that same photo for the next piece in the catalog.
-
01
Upload the shopper photo
-
02
Pick a catalog garment
-
03
Render the try-on preview
-
04
Swap garments, same photo
Before and after
The same shopper photo, rendered on demand
Hover the preview to move between the rendered try-on and the shopper's original photo. The garment thumbnail beside it is the only other input the request needs.
After
Before
Two images in, one believable preview out
Nothing else is uploaded. VirtuFit reads the flat product shot for fabric, cut, and color, then dresses the shopper photo—so the same picture can be reused for every piece in the catalog.
- Hover the preview to compare before and after
- No retakes, no model booking, no reshoot budget
- Consistent framing across every garment swap
99.9%
Uptime commitment on the Scale plan
2
First-party storefront connectors, Shopify and WooCommerce
3
Garment types handled by a single request contract
$0
Charged for failed, rejected, or invalid renders
Why teams choose VirtuFit
Infrastructure, not another closed widget
Most try-on tools ask you to accept their interface. We hand you the engine instead, so the fitting room looks and behaves like your store.
One integration, every category
Declare upper, lower, or full_set and the same
endpoint covers tops, bottoms, dresses, and complete outfits.
Agent-ready by design
A native MCP server exposes try-on, validation, and size guidance as versioned tools any MCP-compatible client can call.
The platform
Three products, one contract
Start with the API, add the agent layer, or install the connector. Every route leads to the same rendering engine and the same credit accounting.
Virtual Try-On API
A single REST endpoint that turns one garment image and one shopper photo into a photorealistic on-body preview, delivered through tracked asynchronous jobs.
- Signed webhook callbacks on every render
- Garment types:
upper,lower,full_set - Idempotent requests and per-call credit metering
MCP Integration Server
A standardized Model Context Protocol server that makes try-on callable from assistants, copilots, and automation platforms without bespoke glue code.
- Discoverable tools for try-on and validation
- Framework-agnostic across agent platforms
- Versioned schemas that survive model upgrades
Storefront Connectors
First-party installs for Shopify and WooCommerce that map an existing catalog to try-on and render inside a theme-aware, white-label widget.
- Go live without writing theme code
- Matches your colors, type, and language
- Try-on events feed conversion attribution
From request to live try-on
Five steps, no pipeline to build
We own validation, model quality, and uptime. Your team owns the storefront experience and nothing else.
-
Access
Receive sandbox and live keys, plus a first-party connector install for Shopify or WooCommerce.
-
Validation
Your catalog and sample shopper photos are checked against our input guidelines.
-
Integration
Call the API or attach the widget; we review your first successful renders with you.
-
Launch
Try-on goes live across the catalog with event tracking enabled for attribution.
-
Scale
Plans, quality tiers, and dedicated capacity grow with your render volume.
Trust & reliability
Built to stay live at production traffic
Try-on only earns its place on a product page if it is fast, honest about limits, and there every time a shopper taps it. That is what we commit to.
- 99.9% monthly availability commitment on the Scale plan, with transparent status reporting.
- Failed, rejected, and invalid renders are never billed—you only pay for completed jobs.
- Shopper photos are used only for the requested render, then deleted automatically.
- API and MCP tool schemas are versioned, so model upgrades never break live integrations.
Support that matches your stage
- Starter: 24-hour response target by email
- Growth: 6-hour priority response target
- Scale: 1-hour target with a dedicated engineer
- Quality re-renders reviewed within one business day
Delivery modes that fit your stack
- Asynchronous jobs with signed webhooks
- Synchronous polling for simple flows
- Batch catalog jobs for entire collections
- JavaScript widget SDK with full theming
Put try-on on your store this week
Start with sandbox keys, run a live test on your own catalog, and scale only when the numbers justify it. Every plan begins with a 14-day trial.