...by their name?
I spend a large portion of my days wading through bands I've never heard of, and I'm fairly certain I can now tell you if I will like a band (or perhaps what vague genre they are) by their name.
Take today for instance, how did I know that Antartica Takes It! would be right up my street? I just did. You can just tell.
Or do you think I'm completely wrong?