Is the rendering accurate enough to trust?

It's directionally honest about silhouette, color, and fit. A render won't tell you whether the cotton is scratchy or whether the zipper is sticky — for that you still need the package. But it answers the bigger question: would I actually wear this? And that's the question that drives most returns.

Which retailers work?

Most US and EU retailers we've tested produce a usable extract. The pipeline does well on Nordstrom, Gap, Vuori, COS, Zara, El Corte Inglés, Aimé Leon Dore, plus dozens of smaller brands. If a retailer doesn't work we say so up front; the credit isn't spent.

Sizing is its own problem and Styl10 doesn't solve it directly — we render the piece visually on your proportions, but the actual fit depends on the brand's pattern. The fix for size guessing is buyer-side data we collect over time. For now: combine the render with the brand's size guide.

Does this actually reduce returns?

We don't have public industry data yet, but the mechanic is straightforward: most returns are visual mismatches, and you return less when you've already seen yourself in the piece before buying. Internal signals trend strongly that direction.

Styl10

The return problem

Stop returning what you buy online.

Nearly a third of fashion ordered online comes back. Most returns aren't because the piece arrived broken. They're because the buyer guessed wrong about how it would look on them. Try it on first — before you click buy.

Try it free →See Pro · $12/mo

The cost of guessing

A return isn't free.

Every returned garment crosses the country twice in a truck. Most retailers don't restock — about 25% of returns go straight to a landfill or liquidator. The retailer eats the shipping. You eat the time, the box, the trip to the drop-off, and the residual doubt that maybe the next order will be the same disappointment.

Money: Hidden return shipping costs are baked into the original retail price. You pay for everyone else's returns whether you return or not.
Carbon: A typical online return generates more emissions than the original delivery — packaging, second truck route, sorting facility, sometimes a landfill leg.
Time: Repackage, label, drop off, wait for the refund clearance. The 20-minute task you keep putting off until the return window closes and you're stuck with it.

What's actually going wrong

You aren't the model.

The model on the product page is a size 0 with a tailor who pinned the back of the shirt. The lighting is professional. The pose is rehearsed. You are a real person in real light wondering if the collar will sit right on your actual neck. Of course you guess wrong half the time.

A different decision step

See it on you first.

Styl10 renders a portrait of you wearing the piece before you commit. Two photos on file. Paste any retailer URL. A real rendered image of you in it inside a minute. Decide with your eyes, not your imagination. The return rate drops because the regret rate drops.

Any store: Gap, Nordstrom, Zara, COS, Aimé Leon Dore, Vuori — dozens of retailers work today, more being added weekly.
Real proportions: The render preserves your face, body type, and posture. Not a generic mannequin in your size.
Save what works: Pieces you love can land in your closet. Pieces you reject just close the tab. No reorder fatigue.

Real renders, real people

The same engine. Their wardrobe.

Every tile below is an actual Styl10 user wearing actual clothes from actual retailers. No stock photography. No model bait-and-switch.

From Nordstrom
Vince Regular Fit Garment Dyed Cotton Polo
From Vuori
Daily Legging
From Gap
Classic Polo Sweater

Questions people ask

Before you try it.

Is the rendering accurate enough to trust?: It's directionally honest about silhouette, color, and fit. A render won't tell you whether the cotton is scratchy or whether the zipper is sticky — for that you still need the package. But it answers the bigger question: would I actually wear this? And that's the question that drives most returns.
Which retailers work?: Most US and EU retailers we've tested produce a usable extract. The pipeline does well on Nordstrom, Gap, Vuori, COS, Zara, El Corte Inglés, Aimé Leon Dore, plus dozens of smaller brands. If a retailer doesn't work we say so up front; the credit isn't spent.
What about sizing?: Sizing is its own problem and Styl10 doesn't solve it directly — we render the piece visually on your proportions, but the actual fit depends on the brand's pattern. The fix for size guessing is buyer-side data we collect over time. For now: combine the render with the brand's size guide.
Does this actually reduce returns?: We don't have public industry data yet, but the mechanic is straightforward: most returns are visual mismatches, and you return less when you've already seen yourself in the piece before buying. Internal signals trend strongly that direction.

Two photos. One minute.

See yourself in it first.

Three free try-ons to start. Upload your face and body photos once. Paste any retailer URL. Decide with your eyes, not your imagination.

Try it free →

We never train on your photos. Delete anytime.

Keep reading