"Not That Kinda Girl" was written by Aaron Pearce and Jared Cotter.After finishing the track, the group felt it was "incomplete" and suggested the presence of a rapper would fit the production; the group members contacted Missy Elliot, who accepted their invitation to write and record a verse for the song.