Hello :)
First off all you should do to optimize your SEO set up is to short your affiliate link, or clock it. That way google won`t recognized that link, and then do everything else that I sow in others answers here.
Why you should do that?
Because google all of affiliates links put down in search and that blog or site is lost on the last page.