Works with existing catalogs
Associate stable product URLs and titles with try-on requests for merchant reporting.
Ecommerce implementation
Virtual try-on infrastructure for fashion ecommerce
Add AI virtual try-on to an ecommerce storefront through a secure merchant-backend workflow, asynchronous jobs, and signed result delivery.
Direct answer
How do ecommerce brands integrate virtual try-on?
A fashion ecommerce brand normally adds a customer-facing try-on interface to its product page, sends approved images to its own backend, and calls TryRobe from that trusted server. The backend stores the job ID, receives a signed webhook or checks status, then provides the protected result to the shopper.
This separation keeps license keys out of public code and lets the merchant enforce consent, product eligibility, rate limits, session controls, and brand-specific UX. TryRobe handles generation orchestration, credit safety, operational logs, and result delivery.
What this workflow provides
Handles asynchronous work
Avoid keeping a product-page request open while generation runs.
Supports gradual rollout
Begin with eligible categories or a pilot collection before expanding.
How it works
- 1Choose eligible products and image requirements.
- 2Design consent and customer-photo guidance.
- 3Implement a merchant backend proxy.
- 4Add webhook verification and status recovery.
- 5Measure starts, completions, failures, and product engagement without sending personal images to analytics.
Supported context
Fashion stores
D2C brands
Boutiques
Jewellery ecommerce
Marketplaces
Ecommerce agencies
- Integration boundary
- Merchant backend
- Recommended retry
- Idempotent
- Analytics
- No image URLs
- Rollout
- Category-based
Questions and factual answers
Can TryRobe reduce returns?
TryRobe can improve product visualization, but no return-rate claim should be made without controlled merchant data. Fit, quality, size, and expectation issues have many causes.
Which products should launch first?
Start with products that have clear, consistent catalog imagery and meaningful visual value, then evaluate real completion quality and shopper feedback.
Can agencies integrate it for clients?
Yes. Each merchant should have an appropriately scoped Business account and secure backend integration rather than sharing secret keys in public code.
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.