Do you have a separate page for your affiliate programs?

Here's where you'll want to test. Sometimes it's best to have your affiliate program incorporated into the page. For instance, if you're writing a section on baby products and you talk about how hard it is to get your baby to sleep at night, you could suggest that people with this difficulty try a certain CD that you've found that works.