Let me tell you a little about how we actually give content recommendations here at Outbrain. This will be only a short introduction. We might elaborate on some of the below issues in future posts.
Our main goal is to serve good content recommendations to readers on the Internet. The typical situation is a user reading a content page. We want to recommend content for further reading, which is a “good” recommendation.