I tried that site before and I didn't really understand how to use it or how it worked... I guess you have to create a station, and then add stuff you know you like by clicking "Guide Us" and then "add more kinds of music to this station."
I might give it a second chance, because I could always use some good music advice... typically these automated recommendation engines don't work for me though...