The CurveTips Persuasion Engine for e-commerce, service robots, and in-store displays gives shoppers purchase recommendations and outfit advice designed around buying triggers. The suggestions explain which specific clothing details flatter the customer’s figure, just like an experienced fashion saleswoman. Clothing and accessory recommendations are based on body-shape, body-characteristics, style preferences, previously purchased and in-cart items. Tips are personalized, positive and persuasive.