ShopifyEcommerce
For a subscription-heavy brand on Shopify Plus, we replaced Rebuy with cross-sell blocks we built into the native checkout and the theme cart drawer: curated offers, family exclusion, size preselection, one-tap adds. Every add stamps hidden line properties (surface, anchor, slot, size behavior), so the order carries its own attribution. After five and a half weeks: a 3.6% take rate on 113 cross-sold orders, cart and checkout pulling equal weight, size preselection right 96% of the time, and 17% of cross-sold lines switched to a subscription, the number no app dashboard could ever show this store.