Mix & match outfit builder

The full outfit, rendered — not just one item at a time

StyleProfile lets a shopper combine a top, a bottom, shoes and a bag, then renders all four on one body in a single image. Most virtual try-on tools render one product at a time, which tells a shopper very little about the look they are actually buying.

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The sample shopper in a black merino turtleneck and ultramarine satin midi skirt with white court sneakers and a tan tote.

The same shopper in an ivory poplin shirt and camel wide-leg trousers.

The same shopper in the turtleneck and satin skirt with black slingback heels and a chain shoulder bag.

The limitation

Most try-on tools show one item at a time

Most virtual try-on and AR overlay tools render a single product: one dress, one shoe, one pair of glasses. That answers a question shoppers rarely ask on its own, because nobody leaves the house in one garment.

An ultramarine satin midi skirt photographed alone on a plain studio background.

Single-item render

One garment, no context

The shopper sees a dress on a body. They still do not know whether it works with the shoes they own, what to wear it over, or what the whole look reads like on them.

The same ultramarine satin midi skirt worn with a black merino turtleneck, white court sneakers and a tan tote, rendered on one body.

Outfit render

The look they are actually buying

Top, bottom, shoes and bag land in one image on one body. The shopper judges the outfit the way they will judge it in the mirror, and the decision gets easier.

Both frames show the same ultramarine satin skirt. Only one of them answers the question the shopper is actually asking.

How it works

Pick any combination, get one render

The shopper chooses one item per category and StyleProfile renders all of them together on one body. Swap a single piece and the whole look re-renders, so every combination is a real image rather than four images stacked on top of each other.

The sample shopper in an ivory poplin shirt, camel wide-leg trousers, white court sneakers and a tan tote. — Same shopper. Three assembled looks.

The same shopper in a black merino turtleneck with the camel wide-leg trousers, white court sneakers and tan tote. — Same shopper. Three assembled looks.

Assemble a look yourself See how the render is produced

The cross-sell mechanic

An outfit puts four products in front of one shopper

A shopper who came for a skirt has to pick a top, shoes and a bag to see the look finished. The rest of your catalogue enters the decision without a carousel.

4products in front of one shopper, in one render

20–30%conversion lift reported for virtual try-onCross-vendor industry studies

0recommendation carousels required

Directional industry data · We have no customer results to publish yet and will not invent any. Founding retailer results will be published here when they exist.

The founding retailer programme

A capsule wardrobe laid out in a grid on warm paper: a folded cream shirt, camel tailored trousers, white leather sneakers and a tan leather tote. — One shopper, four categories — the basket an outfit builds.

Catalogue requirements

What your catalogue needs for this to work

Two things per garment are required and one is optional. If your products already have a category and a front-facing image, you are ready.

A category per garment

Top, bottom, one-piece, footwear or bag. Most stores already carry this in their product type or collection structure, so the sync usually maps it without any work from you.

Required

A front-facing product image

One clean, front-facing shot per garment is enough. Ghost-mannequin, flat-lay and on-model images all work. You do not need a new shoot or per-garment cut-outs.

Required

A size chart

Only needed if you want size guidance alongside the render. Without one, try-on still works; with one, the fit engine can recommend a size for that specific garment.

Optional

You do not need studio re-shoots, per-garment cut-outs, manual anchor points or a styling team to tag which pieces go together. The combinations are the shopper’s to make.

FAQ

Outfit builder questions

Yes. Every slot is optional. A shopper can render a single dress, then add shoes and a bag if they want to see the whole look. The outfit builder is an extra gear, not a requirement.

Four: a top, a bottom, shoes and a bag. A one-piece garment such as a dress or a jumpsuit fills the top and bottom slots together, which leaves shoes and a bag to add on top.

No. Anything in your synced catalogue can be combined, across brands, collections and seasons. For a marketplace that means one seller’s top can be rendered with another seller’s shoes.

Yes. Shoes and bags render on their own, and they also render inside a full look — which is usually the more useful view, because an accessory is judged against an outfit rather than against a plain background. Footwear and accessories.

Next step

Put the whole look on your product pages

Try the live demo in your browser now, or take 30 minutes with us and we will run it on your own products.

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