The agentic era
of fashion retail.
Klooset gives your brand its own AI shopping agent. Your customers ask, discover and buy, all in one conversation.
- Live in a day
- 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.
- Live
Search
Understands a request in plain words, and answers with your products.
- Live
Collection
Narrows a long collection down to the few pieces that fit.
- Live
Product page
Try-on, size and a full outfit, without leaving the page.
- Live
Cart
The basket worn, a size check, and the piece that finishes the look.
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.
Native Shopify app. Everywhere else, a single script tag.
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 a day.
No 3D assets. No in-house ML team. No project to staff. Install the Shopify app or paste two lines of code, and the assistant is on your product pages the same day.
Step 1Syncing your catalogue1Connect your store
Install the Shopify app, or give us your site's address. Your catalogue imports itself, and on Shopify every product change follows in real time.
Step 2Ask Klooset2Place the button
Two saves in the Shopify theme editor, or two lines of code for your developer. Fully white-label: your colours, your logo, your wording.
Step 3Assistant live
Seen on your store
3Go live
Pick a plan and the assistant switches on by itself. The console confirms once it has been seen on your store, and analytics start with the first visit.
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.
Virtual Try-On on Shopify: Integration Without Script Tags
Virtual try-on Shopify integration after the script tag deprecation: Shopify stops injecting script tags on 1 March 2027. The three routes, and what to check.
How to Choose a Virtual Try-On Vendor in 2026
How to choose a virtual try-on vendor: the 8 criteria that decide the rollout, from size output to pricing unit. Poor fit is fashion's top return reason.
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.
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.