Energy drinks are meant to be edgy and cool, and drunk by young men. So PepsiCo Inc. decided to release an Apple iPhone application for its Amp Energy drink to appeal to guys out on the prowl.

Now the snack and beverage giant is facing a storm of criticism for "Amp Up Before You Score."

The app, released last Friday, purports to help men pick...