First-party retail data creates advantaged ad networks for Amazon, Walmart, Shopify, Uber Eats
Retailers with first-party relationships (Amazon, Walmart, Shopify, Uber Eats, DoorDash) can legally leverage shopper data for third-party ads, combining closed-loop attribution with privacy law advantages over third-party ad tech.