Best 19 Product Recommendation Engines Apps For Shopify

Product recommendation engines use AI and customer behavior data to suggest relevant products to shoppers, both on-site and via marketing channels. These tools help D2C brands personalize the shopping experience, improve product discovery, and boost average order value (AOV). By offering tailored product suggestions, brands can increase conversions and customer satisfaction. Product recommendation engines are essential for any brand looking to drive engagement through personalization.