Every shopper deserves
a stylist.
Give your customers one. Klooset understands what they are looking for, then finds their fit, their size and their colours in one conversation.
- Live in three weeks
- One script tag
- No re-platforming
- GDPR ready
- Hosted in the EU
- Native Shopify app
- Photos never stored
The right piece, in their size, in colours that suit them
Klooset sits inside your product page and turns every hesitation into an answer. Shoppers buy with confidence, and fewer parcels come back.
Read our storywhen shoppers try on before they buy
Snap Inc., 2023
for shoppers who engage with virtual try-on
Vertebrae / Snap, 2023
vs. shoppers who only see static images
Google / Ipsos, 2024
Sourced, not self-reported.
Every figure here is published industry research. We have no customer data of our own yet, and we will not invent any.
One assistant.
The whole job of a stylist.
On a product page, a shopper is alone with photographs. Klooset puts someone there who answers, shows, decides and composes, without ever leaving the page.
Product questions
Fabric, cut, care. Answers come from your catalogue, and it says so when they are not in it.
- Answers from your catalogue
- No invented answers
Virtual try-on
The piece on the shopper's own photo in about 30 seconds. Clothing and accessories, one engine.
- About 30s per render
- −40% returnsSnap Inc., 2023
Smart sizing
A 36 at Zara is a 38 at Mango. The size is called from your own guide, not a generic chart.
- 42% of returns are sizingEFRC, 2024
- Runs on your own guide
Colour profile
A seasonal palette read from a selfie, so what comes back actually suits them.
- 18% of returns are colourEFRC, 2024
- A reason to come back
Outfit building
A complete look built from your catalogue, every piece rendered on the shopper at once.
- Bigger baskets
- Cross-sell that actually suits
Visual search
A screenshot, a street photo, a saved post. Klooset finds the closest pieces in your catalogue.
Smart recommendations
Every visit sharpens the next. The signals are logged already, so there is no cold start.
Four moments
where the sale is won or lost
She hesitates between two sizes and orders both, meaning to send one back. The assistant calls one, from your size guide and her measurements.

I'm between a 38 and a 40 in this. Which do I take?
Take the 38. Your measurements sit at the top of the 38 on this brand's chart, and this cut runs wide at the waist. The 40 would gape.
One stylist,
across the whole journey.
The same agent follows the shopper from the first search to the cart, with a different job at each step. The closer they get to buying, the less it talks.
- 01 · SearchSoon
Turn "I'm looking for..." into the right products
Shoppers search the way they talk: "a dress for a June wedding, under €150". Klooset understands the request and answers with the right pieces from your catalogue, including when your search bar finds nothing.
- 02 · Collection pagesSoon
From 200 products to the 3 that fit
Big collections lose shoppers who don't know where to start. Klooset narrows the choice by occasion, budget, colours and available size, so browsing becomes a shortlist.
- 03 · Product pageLive
Remove every doubt before the add to cart
Will it suit me? Which size? What do I wear it with? Klooset answers all three on the page, with a try-on on the shopper's own photo, a size recommendation with its reason, and a complete outfit.
- 04 · CartLive
Secure the order, complete the look
Klooset shows the whole basket worn, in one tap. One line, never a pop-up, never between the shopper and the pay button.
SoonSize check before checkout and the piece that finishes the outfit
See it the way
a shopper does

Product page · Striped Oversized Shirt
I have a garden party in September. Smart, but not stiff. Under 700.
Then I would keep the shirt you are looking at and layer the short trench over it. Light enough for September, and it reads dressed without going full suit.

Shirt
Striped Oversized Shirt
€225

Trench
Gab Short Belted Trench
€395
Show me the two of them on me.
Here is the pair on your photo. Both come out in M for you. The trench runs generous, so M keeps the belt line where it should sit.

Scripted walkthrough. The live assistant runs on your own catalogue.
Conversation
The shopper writes what they need. The assistant answers from your catalogue, and triggers the try-on or the size call without leaving the thread.
Book a demo- The shopper describes an occasion, not a product reference.
- Every piece quoted comes from your catalogue, with its real price.
- The try-on is triggered from the thread, no second interface to learn.
Wherever you sell,
it looks like you
Klooset drops into your product page and takes your colours, your logo and your wording. Nothing on the page says Klooset unless you decide it should.
- Shopify
- WooCommerce
- PrestaShop
- BigCommerce
- Shopify
- WooCommerce
- PrestaShop
- BigCommerce
- Wix
- Squarespace
- Shopware
- Square
- Custom stack
- Wix
- Squarespace
- Shopware
- Square
- Custom stack
And many more

Grégoire PETIT
Founder
Built by a founder you can actually talk to.
Klooset started with a trip to Boston and a simple question: why is buying fashion online still a guessing game? Grégoire builds Klooset solo, from the first line of code to this page. When you reach out, you talk to him.
One script tag.
Live in three weeks.
No 3D assets. No in-house ML team. No roadmap concessions. Just a personalised fitting room on every product page, in twenty-one days.
Week 1Indexing your catalogue1API & catalogue sync
Connect your product feed. We index SKUs, ingest size grids, and configure brand-specific rules.
Week 2Ask Klooset2Widget integration
One script tag on your product page. Fully white-label, your brand, your tokens, your UX.
Week 3Try-on QA
100 sample SKUs validated
3QA & go-live
Try-on quality validated across 100 sample SKUs. Analytics dashboard activated. You're live.
Built in the EU,
for a market that reads the small print
No certification theatre. Here is exactly what happens to a shopper's photo and to your data.
GDPR
Processing in the EU, no shopper account required
EU hosting
Database in eu-west-1, never leaves the region
Photos
Never stored by Klooset, dropped right after processing
Metadata
EXIF and C2PA stripped from every generated image
Your domains
Your key only answers on the domains you declare
No resale
Shopper data is never sold, shared or used to train
Direct answers.
Fashion retail,
rethought.
Return Fraud in Fashion Ecommerce: What It Really Costs
Return fraud in fashion ecommerce costs retailers billions, but abuse is a small slice of returns. How to separate wardrobing from honest fit uncertainty.
Size Bracketing: Fashion Ecommerce's Hidden Return Driver
Size bracketing, ordering multiple sizes to return the wrong ones, inflates fashion ecommerce return costs. Here is what drives it and how to fix it.
Fashion Cart Abandonment: The Fit Uncertainty Problem
Fashion ecommerce cart abandonment runs 76-85%, well above the retail average. Size and colour uncertainty, not price, is the leading cause, and it is solvable pre-purchase.
Make every product page
a personal shopping experience.
We're onboarding a small group of EU fashion retailers this quarter. If that's you, we'd love to show you the engine.