LookLab

LookLab turns a catalog of individual products into a wardrobe. Each customer builds a fit profile (body, style, palette, occasions); the stylist agent then composes full outfits that actually exist in the store, explaining why an item complements another and defaulting to the right size without a guessing game at the cart.

The quiet win is returns. A predictive service watches every cart against historical returns data and flags high-risk items before they ship — not to block the sale, but to suggest a size swap or an alternative that the customer will actually keep. Stores that turn this on cut their return rate by double digits without touching the product page.

LookLab is catalog-agnostic: WooSync feeds products from WooCommerce, custom importers handle Shopify / Magento. Everything else is AIMicroservices boilerplate — ChatBuilder for the widget, AgentBuilder for the stylist, Billing for subscriptions.