"Seats "beefed" up the development process of the track by calling Dave Foreman and Rapture Stewart to add a guitar and strings to the songs instrumental.Originally "More than A Woman" was chosen as the second single from Aaliyah's self titled album but due to heavy radio airplay "Rock the Boat" became the second single.