White-label AI personal shopper

A personal shopper,
on every product page.

Klooset embeds an AI personal shopper into every product page. Virtual try-on, seasonal colour profile, cross-brand sizing, and curated outfits, from a single script tag.

Book a demo→See it in action

Built for EU fashion e-commerce · GDPR-compliant · Live in 3 weeks

A shopper experiencing Klooset's AI try-on

Try-on rendered< 30s

Autumn · Warm · Soft

Pilot programme Q3 2026

We are onboarding a select group of EU fashion retailers this quarter. Pilot partners get a dedicated integration slot, direct access to the founding team, and preferred pricing locked in for life.

Apply for the pilot →

−40%

Reduction in return rate

when shoppers try on before they buy

Snap Inc., 2023

+94%

Increase in conversion rate

for users who engage with virtual try-on

Vertebrae / Snap, 2023

2.5×

More time on product page

leading to more confident purchase decisions

Shopify AR Report

3×

More likely to purchase

vs. shoppers who only see static images

Google / Ipsos, 2024

71%

Of shoppers expect personalisation

and will switch brands if they don't get it

McKinsey, 2021

The problem

Returns are a design problem.
We fixed it.

A 30% return rate isn't bad luck, it's a missing layer of personalisation on every product page. Thirty years of e-commerce innovation never closed it. AI finally can.

Visualisation

Every product page presents the garment on a single body. Shoppers who don't share that silhouette order three sizes and return two.

Sizing fragmentation

A 36 at Zara is a 38 at Mango and an S at ASOS. With no cross-brand map, shoppers default to ordering up, and returning.

Colour intelligence

Personal colour analysis has always been reserved for stylists. Online retail offers nothing equivalent, an entire conversion opportunity, untouched.

The product

Two photos in.
Four answers out.

A selfie and a full-body shot. In under 30 seconds, Klooset delivers a complete personal shopping experience, directly inside your product page.

Before

Trench coat rendered in <30sAfter

Virtual Try-On

See it on you, not on a model.

Photorealistic generative diffusion renders any SKU on the shopper's actual body, no 3D assets, no scans, no friction. Under 30 seconds, every time.

Up to 40% fewer returns from the first month.

Works on full catalogue, day one
Photos deleted within 60 seconds
GDPR-compliant, EU data residency

Colour Profile

Deep Winter· Cool undertone

Analysed by Klooset

Colour Profile

Your season, automated.

Personal colourimetry on apparel, pairing each shopper with the palette that flatters them. A wedge no competitor has matched yet.

Fewer colour-mismatch returns and higher purchase confidence.

12-season colour analysis
Season, undertone & hex palette delivered
Colour profile saved for 30 days

Smart Sizing

Size M· 94% confidence

Hourglass

170 cm · 62 kg

Sized by Klooset

Smart Sizing

One size that's actually yours.

Connect your brand's size chart. Shoppers enter chest, waist and hip, and Klooset finds their best fit in your catalogue,with a confidence score included.

Fewer size-related returns. More confident shoppers at checkout.

Plugs into your existing size grid
Confidence score per recommendation
Your rules, your fit,no third-party database

Outfit Builder

Colour-matched recommendations

ShirtStriped Oversized Shirt€225

TrenchGab Short Belted Trench€395

Colour-matched to your profile

Styled by Klooset

Outfit Builder

Complete the look. Grow the basket.

Based on the shopper's colour profile, the AI recommends 1 to 2 complementary products from your catalogue that match the main garment. Pure colour-matched cross-sell, no try-on required.

Higher basket value through contextual cross-sell, without any manual merchandising.

1-2 complementary SKUs matched by colour season
Shirt, skirt, outerwear,coordinated with the main product
Colour-matched recommendations tailored to each shopper's palette

Lead Capture & Integrations

Don't just sell. Build your audience.

Collect emails during the try-on process and sync them instantly. Retarget users who tried but didn't buy with personalised automated flows.

Email capture built into the widget flow
One-click sync with Klaviyo, Mailchimp, HubSpot
Automated retargeting with try-on context

Actionable Analytics

Stop guessing. Prove your ROI.

Track the full journey from widget open to Add to Cart. Measure the exact conversion lift from the try-on experience with numbers your CFO will trust.

Funnel TrackingROI MeasurementConversion Lift

Integration

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.

01
Week 1 · API & catalogue sync
Connect your product feed. We index SKUs, ingest size grids, and configure brand-specific rules.
02
Week 2 · Widget integration
One script tag on your product page. Fully white-label, your brand, your tokens, your UX.
03
Week 3 · QA & go-live
Try-on quality validated across 100 sample SKUs. Analytics dashboard activated. You're live.