Although it is possible to start some affiliate based programs even without a website, and some profitable offline packages are already found on and off the net, but once you have your own website you can have better chances to earn an income from that. SEO is going to help generating traffic for that in the long term and then by joining some top paying programs, your monthly revenue would be fixed.