With its second album for Arista Records, THE MADMAN'S RETURN, Snap had already positioned itself as one of the top dance acts of the early '90s. Shortly after this album was released, Turbo B had left the group and was replaced by Niki Harris, a former background singer for Madonna. The album contains "Rhythm Is a Dancer," a hit song that rocketed to number five on the Billboard Hot 100 chart. Some of the other standout tracks on THE MADMAN'S RETURN are "Don't Be Shy," "Believe in It," "Colour of Love," and "Who Stole It?," the last of which has a sound that recalls one of the group's classics, "The Power."