Curb Appall

is the initial attraction you have when you first see a prostitute that quickly turns to dismay as you take a second look.

Ahead on the corner was a true hottie, I dropped the passenger window to get a better look, Horrified, I realized she was a he. Once again, fooled by curb appall.