I worked in the ads org at Amazon an year ago and yes I can tell you the revenue generated by ad products across their services is insane. It's a well executed operation and it is only growing rapidly year over year. From a customer perspective they are also very relevant most of the time.

The remaining part is making sure they don't upset customers way too much since that would conflict with the idea of "customer satisfaction" the company has.