No, you totally can. The fallacy is, "X people believe Y is true. Therefore, Y is true." Write it now as, "Fifty million people believe The Eagles don't suck. Therefore, The Eagles don't suck." See?
For The Eagles to not suck, you'd have to have a more compelling argument than "a lot of people like them," because that actually has nothing to do with whether they suck or not. That's the basis of the fallacy.
If you want, I can keep on applying this to different things which you can't really be truly objective about. For example, religion!

Christianity is the largest religion in the world. Therefore, the Christian God and Jesus must totally exist, right? I mean, two billion people believe in them!
I'm personally a Christian but if you try to tell me I'm right because of how many people agree with me I'll probably gently correct you.