As long as it's a generic referral program (Amazon?) in general I find it at least somewhat ok - I can see how they're getting paid, and I can assume (maybe?) they aren't getting a special kickback to sell that particular product over another one at Amazon or whatever.

When it's seller specific affiliate programs? It's all just spam basically.