All ideas
    E-commerce
    enterprise
    data moat

    Returns-reduction platform for EU fashion

    Size + fit + returns-prevention layer for €10M-500M fashion DTCs.

    Buyer
    COO / head of returns at a €50M+ fashion DTC
    Monetization
    0.5-1.5% of GMV protected, €30k-500k ARR per brand
    Difficulty
    enterprise
    Why now
    Zalando+ABout You reduced free returns; brands now bear the cost and will pay to reduce it.

    The problem

    EU fashion return rates are 30-50%. Zalando charges brands for it. Onsize / True Fit are aging.

    The wedge

    Body-photo + garment-schematic fit prediction, prove 4-8pt return reduction in one category.

    Suggested stack

    Next.jsSupabaseReplicate for CVSegment

    Distribution plays

    • →K5 Berlin + Shoptalk Europe
    • →Zalando Partner Program

    Incumbents to study

    True Fit3DLookFit Analytics

    Not affiliates. Study their pricing, positioning, and where their reviews complain — that's your wedge.

    Tags

    e-commercefashioncomputer-vision

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    Returns-reduction platform for EU fashion — FAQ

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