Originally Posted by MisterPeabody

Well, there is actually, and I am shocked - SHOCKED! - that most affiliates don't do this before they do anything with their traffic:

A/B testing.

Simple as that. get yourself a simple split script and off ya go. THE only way (that I know of) where you can even remotely be scientific about testing websites, and changes.