CleanShelf helps merchants manage the products they choose to watch. It scans the managed catalog, highlights product issues, and supports routine tasks such as hiding sold-out products, restoring them when stock returns, cleaning metadata and titles, checking language and duplicate products, and sending weekly reports. Merchants can adjust controls, review issues, and see recent catalog activity inside Shopify Admin.