When the face of a woman is actually the most attractive part of her. This is the opposite of butter face, in which everything about her is hot but-her face.
Dave: I met with the girl from myspace finally.
Steve: Oh how did that go?
Dave: Not so good, she was a total margarine face, now I know why all her profile pictures were of just her face. She had mad cankles.