Nosto

Nosto is a popular Shopify recommendation platform that emphasizes AI-driven personalization across product pages, carts, and emails. It offers visual merchandising, A/B testing, and segmentation without requiring Liquid code. Compared with Directed Edge, Nosto typically provides deeper behavioral analytics and multi-channel support but may involve higher subscription tiers for advanced features. It suits growing Shopify stores seeking automated yet controllable recommendations.