Fit & Style Profiling
Recommend what flatters — not just what's popular.
Understand each shopper's proportions, color palette and personal style from a photo or 3D video.
The challenge
Accessories that look great on a model can feel wrong on a real customer. Without fit and style context, recommendations are generic and returns pile up.
How Huki helps
With the shopper's explicit consent, Huki analyzes a photo or short 3D video to estimate body proportions, face shape and a flattering color palette, then combines it with their style preferences to guide sizes, cuts, prints and placements.
What's included
- Body-proportion and silhouette estimation
- Personal color-palette analysis
- Style archetype matching
- Size and placement recommendations per product
- Opt-in consent flow and automatic data deletion
What we aim for
More solutions
Explore the platform
AI Customization API
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A ready-made, branded customization experience you can embed in your Shopify or custom storefront.
Learn moreInterested in Fit & Style Profiling?
Whether you run a POD store, a fashion brand or a fulfillment network, we'd love to show you what Huki can do for your customers.