MPEx has an affiliate option. Referrers are credited 5 BTC for new account signups, with various potential ways to draw in referrals.
Here's a devtalk exploring the possibilities.
If I understand correctly, with this program you can't just make a referral link but you need people to go to the trouble of manually inputting your referral id?