"Shopping Friends" is a service that analyzes your Amazon buying patterns and matches you with like-minded people.
Maybe it’s a Facebook app. When you join, you give it permission to access your Amazon shopping records, and maybe there are some filters for what kind of people you want to be matched with (e.g. same country versus anywhere in the world). There would need to be a preferences control panel that you can get to somehow to change these filters afterward.