Thank you everyone for your comments.

Shaun you make a good point

Mike - for a membership site I would test using my current member stats. Ultimately you just need to test that too! The thing with membership sites is that you need to look after your members so you get a good retention rate. Because thats what affiliates are concerned about when promoting membership sites - is how long do people stay a member.