If you are some 12yo kid, affraid of parents finding out about your "side job" then go ahead and use fake, but if you treat earning online seriously, then you should be honest with affiliate companies you're working with. If you don't trust them with your data, then how you are trusting them that they are not cheating you on stats? Trust needs to go both ways.