WPEngine's Affiliate program uses a really generous payout to their affiliate partners.
CJ Affiliate (Previously, Comission Junction) Another leading affiliate network with a substantial number of merchants and items nicely organized in classifications and easily searchable.
Business like Go, Daddy, Expedia, and many others use CJ.
Click, Bank This is a big online market for selling digital products in numerous categories from various vendors.