Affiliate ads are more suited to sites loaded with product reviews, discussions, comparisons, etc. The sort of tips that shoppers look for, combined with an affiliate product link, creates the difference between a stray ad, and a valuable sales proposition.

AdSense effectively determines/auctions PPC placements. Affiliates attempt to recreate the AdSense magic in large part by building content around links to products--in other words, marketing.