"Chasing Papi" revolves around three disparate women - a buttoned down lawyer from Chicago, a Miami cocktail waitress, and a wealthy, sheltered New Yorker - who discover they have something in common: the irresistible lothario who has been three-timing them. They decide to teach their "papi chulo" a lesson, but instead end up on a wild adventure of their own, which takes them to a beauty pageant, a dance festival, and into some dangerous run-ins with a pair of shady characters.