AI Fit Finder

Challenge

Customers often hesitate before buying apparel online because sizing differs across brands, fabrics, and product types. Merchants needed a solution that could reduce wrong-size orders, lower return rates, and improve purchase confidence.

Approach

CartCoders developed an AI-based size recommendation system that works directly on Shopify product pages. The app studies shopper inputs, product fit logic, fabric stretch, and brand sizing rules to recommend the most suitable size.

Solution Delivered

We built AI Fit Finder with personalized recommendations, dynamic size charts, mobile-friendly layouts, and per-product fit logic. The app supports apparel and footwear categories and helps customers make faster size decisions before checkout.

Key Features