It depends.
Beauty is in the eye of the beholder, so, it's hard to convey this. Most of the time I don't pay attention to physical features, unless it's their eyes! If their personality is great and I like it, I end up liking almost everything about them (including physical appearance).
I don't worry about their genitals and stuff, in fact that's the last thing on my mind lol