tl;dr:“DoorDash launched a number of item badges — user interface (UI) components that highlight key product attributes, such as the number of items in stock. Some badges performed well, while some did not. One thing was clear, though — consumers noticed the badges and changed their behaviors based on their perception of the badge’s value proposition. In this blog post, we explore the issues we encountered trying to ship new badges and the resulting architectural changes that we made.”