This song features MC Marcinho and Papayo. Pitbull explained to Billboard magazine: "It's a dance-funk record originally titled 'Glamurosa' and sung by Mc Marcinho. It starts in Portuguese and then it goes into English with Papayo singing, 'I've been thinking about you baby.' Papayo plays the drums in the band but he wants to be a solo act so I'm giving him the opportunity. He gave me 'Glamurosa,' I heard it, and I said cool. Then [coincidentally] another DJ I work with, Chino, also gave it to me."
The Four Tops' "I Can't Help Myself (Sugar Pie Honey Bunch)" was written by the Motown team of Lamont Dozier, Brian Holland and Eddie Holland. The phrase "Sugar pie, honey bunch" was something Dozier's grandfather used to say when he was a kid.