I've never understood how dropping underperforming affiliates would improve a site's traffic or help in anyway at all. I know personally I'll kind of forget about a site but then at a later date be trying to find something to promote and decide to give a site a try again for what ever reason.
To improve traffic I would come out with fresh promo tools like banners, content, maybe a fresh tour.
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