Brad Pitt seems to have no problem getting parts that he wants, nor does Angelina Jolie. Not that I'm saying I look like either of them, but I just don't think that it has anything to do with that. It's the emotions or characters you are able to take on that will get you work, not necessarily the way you look. Obviously, beauty can open doors - it is Hollywood, after all - but that's not enough.
