Designing a Product to Optimize for AB Testing

A lot of products out there don't have the ability to run AB tests. I think every product should have some sort of AB testing functionality built into like how the product works or how the company works. The goal of a product manager is this might sound kind of blunt, but it is to drive KPIs. It is not necessarily to appease the design team.