E-commerce
AI Fit Finder
AI fit recommendation tool for apparel and footwear brands. Improve size accuracy, reduce returns, and help shoppers choose the right fit with confidence.
- Category
- E-commerce
- Stage
- Growth
- For
- Apparel Shopify store owner
About
AI fit recommendation tool for apparel and footwear brands. Improve size accuracy, reduce returns, and help shoppers choose the right fit with confidence.
Features
- Problem
- Generic charts do not account for individual shopper characteristics.
- How it works
- Collects inputs such as height, weight, age, body profile, fit preference, and footwear measurements when needed.
- Result
- Shoppers receive personalized size guidance.
- Why
- Matches recommendations to the shopper rather than relying on averages.
- Problem
- A single size chart cannot reflect differences among garments and brands.
- How it works
- Applies product-specific fit rules for factors including cut, fabric stretch, stitching, and fit styles such as slim, regular, relaxed, and oversized.
- Result
- More context-aware recommendations across the catalog.
- Why
- Sizing logic can align with each product’s intended fit and the merchant’s sizing structure.
- Problem
- Manual size-chart comparison interrupts product-page decision-making.
- How it works
- Shows a “Find My Size” widget on Shopify product pages and returns a best-fit recommendation instantly.
- Result
- A clearer path from product consideration to add-to-cart.
- Why
- Keeps fit guidance at the point where shoppers select a variant.
- Problem
- Merchants need flexible size-guide coverage across product types.
- How it works
- Lets merchants create or select size guides, assign them to products, use category templates, support custom categories, and present measurements in inches or centimeters.
- Result
- Merchants can maintain size guidance across varied catalogs.
- Why
- Different apparel, footwear, accessories, and custom products can use appropriate sizing data.
- Problem
- An off-brand widget can disrupt a store’s shopping experience.
- How it works
- Provides widget controls for text, colors, padding, border radius, popup style, brand information, and visibility by gender, category, or product.
- Result
- A more tailored on-site size-guidance experience.
- Why
- Merchants can align the fit experience with store design and control where it appears.
- Problem
- Merchants lack visibility into how size guidance performs.
- How it works
- Provides insights into recommendations, active widgets, enabled products, top fit preferences, recommended sizes, accuracy trends, and shopper interactions.
- Result
- More information for evaluating and refining sizing setup.
- Why
- Store owners can monitor engagement and fit behavior.
Screenshots
