NewsAI sizing now live across Lacoste’s global storefront
Agentic AI suite for fashion commerce

The intelligence layer for agentic commerce.

Agentic AI suite that understands what every shopper is looking for, what to recommend, and what size fits.

Pilot in weeks · A/B tested from day one · No re-platforming

GDPR & AI Act compliantEU-hostedNative Shopify, Salesforce & Magento apps300+ brands live
LacosteGivenchyRabanneVictoria BeckhamSoeurFrameRepresentThe KooplesRat & BoaEtamAigleEssentiel AntwerpMaison KitsunéBoggi Milanoba&shKenzoA.P.C.Nina RicciBonpointDries Van NotenAquazzuraIntersport
Why Kleep

The right product, in the right size, for every shopper

Kleep activates AI inside your store, guiding each customer to pieces they'll love, and keep. Conversion goes up. Returns go down.

While she shops
Virtual Try-On
Higher conversion
3.5×

Shoppers reach the products they love, and check out.

Fewer returns
24%

The right size the first time means fewer parcels back.

Less bracketing
38%

No more ordering three sizes just to keep one.

CO2e saved
250t

Fewer returns and lighter logistics, by design.

Our offer helps you

An AI suite tailored for fashion commerce

Modular, enterprise-grade AI products, from search and sizing to recommendations and merchandising. Adopt them one by one, or let them work as one brain across your store.

Curious about what we can offer?

Two quick answers and a body model predict the size that fits, before a shopper ever second-guesses. Fewer returns, far less bracketing, and confident add-to-carts in one click.

Shoppers see the piece on their own body in seconds, the whole look, not one item in isolation. The kind of confidence that turns browsing into buying.

Shoppers describe the moment in their own words and get the right products, not keyword soup. Search that reads occasion, mood, fit and budget like your best sales associate.

A screenshot, a street-style photo, a saved post, found in your catalog in a single tap. The piece they could never put into words, matched on sight.

Every rail re-ranks itself live from taste, size and intent, visit after visit, so the next product is the one they were already about to search for.

Category pages reorder themselves against the goal you set, sell-through, margin or newness, in real time and for each shopper who lands.

Buy now, pay later with Klarna. For T&Cs visit www.Klarna.com
VICTORIA BECKHAM♡ ⬨
Bela Midi Dress In Bright Ivory
£850.00
What's my size?Size Guide
UK Size
468101214
SELECT SIZE
3 payments of £283.33 at 0% interest with Klarna

Size & Fit Guide

ABOUT YOUHIPSSTOMACH
Heightcmfeet
ex: 160
Weightkglbs
ex: 60
Age
ex: 30 years old
CONTINUE

By continuing, you accept our Privacy Policy.

Hip Shape
STRAIGHT
AVERAGE
ROUNDER
CONTINUE
Stomach Shape
FLATTER
AVERAGE
ROUNDER
CONTINUE
CountryFR
Band size
7580859095100105110115120125
Cup size
AAABCDEFGHIJK
FIND MY IDEAL SIZE
XSTIGHTER
SPERFECT FIT
MLOOSER
ADD SIZE S TO CART
START OVER
Measured by kleep®
Data & insights

Every fit check becomes intelligence

Kleep sits at the moment of decision, so you finally see why shoppers buy, why products come back, and who your customers really are.

Returns
0%this season

Fit, not taste, drives 62% of what comes back.

Decode every return

See who returns and why: fit failures separated from taste, serial bracketers from loyal customers.

Fit alerts
0SKUs flagged
Wrap blazerRuns small
3436384042

Returns spike on small sizes. A size note fixes it.

Fix products before they cost you

Ill-fitting SKUs, lying size charts, descriptions that leave shoppers guessing, flagged automatically, with the fix suggested.

Your shoppers
Women 25–34Ø 168 cmSize 38
Ø 168 cm

First-party profiles, synced to your ad audiences.

Meet your real customers

Age, height, weight, shape: first-party data that turns anonymous traffic into segments you can actually retarget.

Six products. One model.

From the first search to the final fit, every Kleep product learns from the same brain, and gets sharper with every shopper.

They trust us

They tested. They measured. They switched.

Tested against the incumbents, chosen after the numbers came in. Here is how fashion’s favorite brands run sizing on Kleep.

Lacoste/01
Smart SizingLacoste

Lacoste ran an extensive accuracy RFP against every sizing player on the market, including its incumbent Fit Analytics. Kleep came out on top by a clear margin, making it the straightforward choice to switch.

Read full story
#1
accuracy across all RFP candidates
−12%
size-related returns since switching
ba&sh/02
Smart Sizingba&sh

ba&sh A/B-tested Kleep head-to-head against True Fit. Kleep converted more and returned less, with a gap wide enough to settle the decision before the test had even finished.

Read full story
+88%
add-to-cart vs True Fit in the A/B test
+20%
usage vs True Fit in the same head-to-head
Victoria Beckham/03
Smart SizingVictoria Beckham

Kleep adapted entirely to the Victoria Beckham world, typography, tone and every detail white-labelled to the brand's own studio, giving customers a sizing experience that feels unmistakably Victoria Beckham.

Read full story
100%
on-brand, fully white-labelled UI
+10%
add-to-cart with a size recommendation
Soeur/04
Smart SizingSoeur

Kleep cut Soeur's size-related returns, with more of the pieces customers ordered actually staying in their wardrobes, and the storefront live within a single season.

Read full story
−13%
size-related returns with Kleep live
1 month
from signature to live storefront
Integrations

Your stack stays. Kleep plugs in.

Native apps and cartridges for every major commerce platform, SDKs for your mobile apps. Live in days, not roadmaps.

  • Shopify

    Shopify

    One-click app from the Shopify App Store, theme blocks included, live the same day.

  • Salesforce Commerce Cloud

    Salesforce Commerce Cloud

    A certified cartridge that drops into your existing SFCC storefront architecture.

  • Magento

    Magento

    An extension built for Adobe Commerce, aligned with your deployment workflow.

  • WooCommerce

    WooCommerce

    A lightweight WordPress plugin that hooks straight into your product pages.

  • PrestaShop

    PrestaShop

    A native PrestaShop module, installed and configured in minutes.

  • iOS

    iOS

    A Swift SDK with native components: the full Kleep experience in your iOS app.

  • Android

    Android

    A Kotlin SDK for Android: same model, same accuracy, fully native UI.

They talk about us

In the press

From the first funding announcement to the front lines of AI in retail. The story so far, as the press tells it.

LSAAug 2025

10 cas d’application concrets de l’IA chez les distributeurs

Showroomprivé’s returns drop with Kleep, among retail’s ten best AI use cases.

Read full article
Les EchosJun 2025

L’IA révolutionne le marketing et la gestion des relations clients

−11% return rate at Showroomprivé and +2–6% sales, from a smartphone photo.

Read full article
Le SoirFeb 2025

La cabine d’essayage virtuelle prête à révolutionner le shopping ?

Kleep’s sizing tool claims up to 50% fewer returns.

Read full article
LSAJan 2025

Essayage en ligne : The Kooples s’essaie au scan corporel avec Kleep

First brand live on Kleep’s two-photo body scan. Fifty retailers and counting.

Read full article
LSAOct 2024

Jules aide ses clients en ligne à choisir leurs habits grâce à l’IA

18 months of R&D with Mines de Paris behind Jules’ jeans-fit feature.

Read full article
StratégiesFeb 2024

2023, année de l’IA générative

Kleep cited alongside Mistral AI and Hugging Face among the year’s notable raises.

Read full article
Les EchosDec 2023

Kleep, la jeune pousse qui trouve la bonne taille de vêtement

The seed round behind Kleep’s $3M raised, backed by fashion retail’s sharpest angels.

Read full article
FashionNetworkDec 2023

French AI-based size recommendation tool Kleep raises seed funding

The international take on the seed announcement.

Read full article
L’Usine DigitaleDec 2023

Kleep lève des fonds pour ses solutions d’IA dédiées au prêt-à-porter

Twenty French clients and a digital personal shopper on the roadmap.

Read full article
JDNDec 2023

Kleep lève des fonds pour sa recommandation de taille

Two photos, the right size: the original pitch.

Read full article
Blog

Smarter fashion commerce, one article at a time

Guides, data and playbooks on AI for fashion e-commerce, how smart sizing, virtual try-on and conversational search cut returns and lift conversion. Written by the Kleep team.

Agentic Commerce: How AI Agents Will Reshape Fashion E-Commerce by 2027
Industry

Agentic Commerce: How AI Agents Will Reshape Fashion E-Commerce by 2027

Shopping agents will browse, filter and buy on your customers' behalf. What agentic commerce means for fashion brands, and how to make your catalog legible to machines before 2027.

Federico Fortis
20 Jul, 2026
Virtual Try-On in Production: What Real Deployments Teach Us in 2026
Try-on

Virtual Try-On in Production: What Real Deployments Teach Us in 2026

Beyond the demos: what production try-on deployments actually change on conversion, returns and engagement, and the implementation choices that separate the wins from the write-offs.

Théophile Bousquet
12 Jul, 2026
Footwear Sizing Online: Why Shoes Are Fashion's Hardest Fit Problem
Sizing

Footwear Sizing Online: Why Shoes Are Fashion's Hardest Fit Problem

Half sizes, widths, and lasts that change from one model to the next within the same brand: why shoes resist every generic sizing tool, and what it takes to fit feet online.

Kleep Research
05 Jul, 2026
The AI Merchandising Playbook for Black Friday 2026
Merchandising

The AI Merchandising Playbook for Black Friday 2026

Peak traffic punishes hand-sorted category pages. A practical playbook for putting goal-driven AI merchandising to work before, during and after Black Friday 2026.

Federico Fortis
20 Jun, 2026
What Millions of Fashion Searches Teach Us About Shopper Intent
Search

What Millions of Fashion Searches Teach Us About Shopper Intent

What shoppers type reveals what they want and how stores fail them. Patterns from millions of fashion search queries, and the lessons they hold on intent, occasion and vocabulary.

Kleep Research
14 Jun, 2026
Cart Abandonment in Fashion: The Fit-Doubt Factor Nobody Measures
Returns

Cart Abandonment in Fashion: The Fit-Doubt Factor Nobody Measures

Shoppers rarely abandon over price alone. The fit doubt that stalls fashion checkouts, why analytics never surfaces it, and the interventions that measurably recover those baskets.

Théophile Bousquet
30 May, 2026
AI Product Content at Scale: Photoshoots, Video and the New Studio Stack
AI Photoshoot

AI Product Content at Scale: Photoshoots, Video and the New Studio Stack

On-model imagery, video and campaign content without the studio calendar: how AI content production works in 2026, where it holds up, and how brands structure the new stack.

Federico Fortis
24 May, 2026
What Is the EU Textile Digital Product Passport? A Complete Guide for Fashion Brands
Compliance

What Is the EU Textile Digital Product Passport? A Complete Guide for Fashion Brands

For brands, this shifts transparency from 'brand-level storytelling' to 'product-level evidence': concrete information about where and how a specific garment was made, what it is made of, how it should be cared for, and how it can be reused or recycled.

Federico Fortis
16 May, 2026
FAQ

Frequently asked questions

The questions every e-commerce team asks before a pilot, answered straight. Anything else, our team replies within a day.

  • Two ways, and the shopper chooses. Either a 30-second questionnaire (height, weight, age, body shape) or a body scan from two smartphone photos. Our model turns that into precise measurements, then matches them against the actual measurements of each garment, not a generic size chart. The result: a recommendation per product, not per brand.

  • Across our deployments, brands typically see size-related returns drop 20–50% and a meaningful double-digit conversion lift, usually 15–25%, on sessions that use a recommendation. Standout deployments have reached up to 3.5× conversion among guided shoppers; exact figures depend on your catalogue, category and traffic mix. You'll see the first signal within weeks: we A/B test against your control group from day one, so every number comes from your store, not our slide deck.

  • Days, not quarters. We ship native apps for Shopify, Salesforce Commerce Cloud, Magento, WooCommerce and PrestaShop, plus iOS and Android SDKs. Most brands go live within two weeks. The longest step is usually your internal QA, not us. No re-platforming, no PDP rebuild.

  • Photos are processed to extract measurements, then deleted. We keep numbers, not images. Everything is GDPR-compliant, hosted in the EU, and your customer data is never used to train models for other brands or sold to anyone. Your data stays yours, full stop.

  • Like your brand. The interface is fully white-labelled: typography, colors, tone of voice, every detail adapts to your design system. Victoria Beckham's sizing flow looks designed by Victoria Beckham's studio. Yours will too.

  • Run the test. That's how most of our clients arrived. Lacoste chose Kleep after an extensive accuracy RFP against the incumbents; ba&sh A/B-tested us head-to-head against True Fit and the gap made the decision. We're happy to be benchmarked: garment-level accuracy is the whole product.

  • Yes. The model is calibrated per garment category and per SKU, covering womenswear, menswear, kidswear, denim, shoes and lingerie, across EU, UK, US and Asian sizing systems. If your catalog has unusual fits, that's precisely where per-garment calibration beats brand-level averages.

  • A subscription that scales with your traffic, not a tax on your conversions. No commission on sales. One pilot, transparent tiers, and the A/B test means you'll know exactly what you're paying for before you commit. Book a demo and we'll size it to your store.

Get started now

See the product in action and the results it delivers for brands like yours.

Book a demo