You can reverse eingineer your competitions backlinks
and see who is promoting them, what they are offering
and how they are converting and then offer a better
deal once you have stats.

I don't condone it but there was a Cb affiliate scraper
out that trawls CB affiliate details and the products
they promote (it remains nameless)