Goodenia nocoleche was first formally described in 2005 by Belinda Pellow and John L.Porter in the journal Telopea from plants grown from seed collected by Porter from the Nocoleche Nature Reserve in 2000. The specific epithet (nocoleche) refers to the type location.
