Like the group's debut album, Steptacular also contains covers, including a song originally released by female pop group Bananarama entitled "Movin' On", "Make It Easy on Me" originally recorded by Sybil and "Deeper Shade of Blue" originally recorded by Tina Cousins. The album also includes the group's version of "Tragedy", which was originally recorded for the Bee Gees tribute album Gotta Get a Message to You, which was released shortly after Step One.