Makeup is a supernormal stimuli that makes the female face more attractive than it is naturally.

It’s as simple as that.

And yes, men are clueless when it comes to makeup. But why would anyone expect them not to be? Most men don’t use makeup. It’s not a surprise if men can’t tell the difference.