FitGenius: AI Size Recommender

AI size recommendations with a confidence score — so every shopper buys the right size first time.

Sizing uncertainty is a top cause of returns and abandoned carts. FitGenius adds a size recommendation widget to product pages: shoppers answer 3 quick questions on height, build, and fit preference, and get a recommendation with a confidence score and reasoning. Unlike static size charts, recommendations are specific to each product. Build size charts from templates, CSV, or manual entry. The analytics dashboard shows which products cause the most sizing uncertainty.

• Size recs with a confidence score and reasoning — specific to each SKU
• Build size charts in minutes — from templates, CSV import, or manual entry
• Analytics show which products cause most sizing confusion, so you can act on it