 "Sure Know Something" was performed by the band acoustically during their "MTV Unplugged" performance in 1995 and with the Melbourne Symphony Ensemble on their live album "".The song incorporates disco music into the usual style of a rock ballad.It is one of two disco rock hits for the band, the other being "I Was Made for Lovin' You".