We Never Landed on the Moon is the name of another band in which the new members of Creeper Lagoon play. It was formed while the band was creating new music which didn't quite fall under the "normal" Creeper Lagoon sound. They played once on Nov. 11, 2002 at Bottom of the Hill, opening for The Evening and The Scene Creamers. Sharky played the bass and sang backup vocals mostly, Rachel played 2 keyboards and did lead vocals, Miles played guitar and a little keyboard, and Jason was on drums.