Solutions · Marketplaces

Consistent try-on across thousands of sellers

A marketplace cannot brief thousands of sellers into one visual standard, and it should not have to. StyleProfile renders every listing through the same pipeline, from the catalogue images sellers already upload, so try-on looks the same whoever is selling.

Get a demo Developer overview

No per-seller photoshoots · No seller-side integration · Approved imagery only

Sixteen folded garments laid out in a four-by-four grid on a warm grey surface: shirts, knits, trousers, denim and skirts. — Sixteen products, sixteen sellers, one grid. Consistency is the product.

Consistency at scale

One pipeline, however many catalogues feed it

Every render leaves the same pipeline: same body, same light, same crop, same framing. The four images below share none of their products and all of their treatment — that is what a shopper is comparing when they browse across sellers.

Four products
Two swapped
Two more swapped
Nothing in common

Renders from the sample capsule behind the live demo. A photoshoot cannot hold this standard across a marketplace; a render pipeline holds it by construction.

Thousands of sellers

One body. One light. One crop.

A photoshoot cannot hold that standard across a marketplace. A render pipeline holds it by construction.

Seller onboarding

Catalogue images in, consistent try-on out

The seller does nothing new. Onboarding a marketplace is one integration with you, not thousands of integrations with them, which is why this scales at all.

Champagne satin shell blouse — Listing images sellers have already uploaded — the only input the pipeline takes.

Blue stripe stripe poplin blouse — Listing images sellers have already uploaded — the only input the pipeline takes.

What the seller does

01Uploads listing images the way they already do — no new template, no new spec sheet.
02Puts the garment in a category and, where they have one, attaches a size chart.
03Publishes. The listing becomes renderable when it passes your normal listing checks.

What StyleProfile does

01Pull the approved listing images through the same sync every other seller uses.
02Render the product on the same body, under the same light, at the same crop.
03Flag listings whose source images are too small, too dark or too obstructed to render well.
04Re-render automatically when a seller replaces an image or edits the listing.

Brand safety

Renders you can trace

A render can only derive from catalogue imagery a seller has already had approved on your marketplace. There is no external image source, no shopper-supplied garment and no generation from a text prompt, so nothing appears in a render that did not pass your listing review first.

Every render keeps a reference to the listing images that produced it. Pull a listing and its renders go with it; suspend a seller and their renders stop serving. Moderation stays where it already lives, in your listing pipeline.

How we handle data

FAQ

Marketplace questions

Nothing beyond listing the way they already list. The pipeline reads the images a seller has published on your marketplace, so there is no seller-side integration, no photoshoot brief and no new upload step to enforce across thousands of accounts — which is the only version of this that works at marketplace scale.

Consistency comes from the render side, not the source side: every product is placed on the same body, under the same lighting, at the same crop, so two listings from two sellers can be compared honestly. Where a source image is genuinely too poor to render from, we flag the listing back to you rather than publishing a bad render — that reporting is part of the integration.

Yes. Try-on can be enabled by category, by seller tier, or listing by listing, which is how most marketplaces prefer to roll it out: one category first, then wider once the numbers hold. A seller can be excluded and their renders removed without touching the rest of the catalogue.