"It lets you see recent Foursquare check-ins in your vicinity (categorized by gender) and then gives you a quick like to that person's Facebook profile — assuming she (or he) connected it to Foursquare."

Sauce: Foursquare revokes location API for 'Girls Around Me' app | The Verge