I am thoroughly puzzled by this question. Has the Recruit Difficulty For Women reached a point where it is simply expected of men to always accept a woman's advances? If so...facepalm.
Obviously women get rejected. Not to sound too harsh but if you're an obese, smelly, troll of a woman you're going to get rejected by the vast majority of the male population. Men, as much as women do, do like physical attributes.
Physical attributes are among the first and the most foremost to be noticed by the opposite sex. And obviously some internal judgement is already taking place based on those attributes. This is perfectly normal, it is simply biological in nature. It is nature passing judgement. Not the human passing judgement.
We're animals. As much as any other animal. So, yeah... perfectly normal for women to get rejected. Happens on a daily basis, across the globe, to hordes of women.