I am always trying to find new bands that I like. How about this nifty tool called Gnod that lets you put in some bands you like and then will suggest others that you might like. It is a self learning system that learns as more and more people input what they like and don't like. Pretty cool stuff.
Google Sets does something similar, but there is no human input. It suggests what you might like based on google's technology.