Fashion ecommerce team reviewing a virtual try-on workflow

Virtual try-on API for fashion commerce

AI virtual try-on platform and API for fashion ecommerce

Help shoppers picture the product on themselves, reduce purchase hesitation, and give ecommerce teams a secure white-label API for realistic clothing, jewellery, and accessory try-ons.

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complimentary generation

license key per merchant

24/7

queued API and webhook flow

Virtual fitting roomMerchant dashboardCredit-safe queueSigned webhooks

Real partner showcase

A product reference becomes a personal try-on.

See the product, the original portrait, and the resulting look together. The identity, scene, and composition stay grounded in the person image while the wearable product is transferred.

Official partner@axnyeah

Official partner preview

Product · Before · After

active

Product reference

The exact dress and jewellery reference

Before

Our official partner's original portrait

After

Result

Official partner wearing the virtually applied white dress and necklace

The generated dress and necklace try-on

Built for stores that care about conversion and trust

Fashion D2CMarketplacesBoutiquesEthnic wearJewellery sellersMobile appsCatalog teamsGrowth teamsFashion D2CMarketplacesBoutiquesEthnic wearJewellery sellersMobile appsCatalog teamsGrowth teams

Conversion-first try-on

Turn product images into purchase confidence.

TryRobe gives ecommerce owners a practical way to add virtual try-on without building image storage, credit logic, queue workers, payments, analytics, or API docs from scratch.

free welcome credits

credits locked per job

24h

short-lived image storage

Give hesitant shoppers a reason to stay

Bring try-on directly into product discovery so the customer can picture the look before checkout.

Make every generation accountable

Lock credits before generation, capture only on success, and release failed jobs automatically.

Keep the store experience branded

Merchants use TryRobe APIs and hosted result URLs while internal providers stay hidden.

Storefront demo reel

From product page to try-on result in one flow.

The experience feels simple to the shopper, while TryRobe handles image uploads, API authentication, prompt fidelity, credit safety, result storage, and completion delivery behind the scenes.

Product page stays branded

Try-on jobs run async

Credits release on failure

Webhooks close the loop

Live try-on journey

42s average

Customer photo

Clear, well-lit person image

Product image

Garment, jewellery, or accessory

TryRobe API

Secure backend-only generation

Storefront result

Ready for PDPs, carts, and retargeting

Try-on pipeline health

Uploads, credit lock, generation, storage, and delivery

processing

Conversion signal

+18%

Measured from try-on assisted product sessions

Average flow

42s

Queue, generation, result storage, webhook

Result delivery

Queued

Generated

Stored

Sent

White-label API

One TryRobe license key for every merchant account.

Stores integrate a single base URL. TryRobe identifies the company, validates uploads and URLs, stores images, locks credits, queues the generation job, stores the result, and reports the final status.

License auth

Async queue

Signed webhooks

Credit ledger

API request

copy-paste ready

POST https://api.tryrobe.in/v1/tryon/upload
Authorization: Bearer vsk_live_xxxxxxxxx
Idempotency-Key: cart-session-123
Content-Type: multipart/form-data

human_image=@customer.jpg
product_image=@lilac-top.png
product_url=https://store.com/products/lilac-top
product_title=Lilac Ribbed Top

Works across the fashion catalog, not just one demo shirt.

The current internal prompt is identity-preserving and category-aware, covering clothing, Indian ethnic wear, jewellery, accessories, and other wearable fashion products.

Tops