I go off how people look, if they are puggy and gross they are fat.  People say that it's "shallow" to judge by appearance when it comes to marriage or what-have-you.  On /r/childfree, people even apologize for having tastes they can't control.  Turns out that looking bad correlates with bad genes and ill health--it's biologically hardwired and our species couldn't exist any other way.