 Eddie Trunk wrote in his book "Eddie Trunk's Essential Hard Rock and Heavy Metal, Volume 2" that "Rock Is Dead" and another "Mechanical Animals" track, "Coma White", are some of his favorite songs in the band's catalog.Chad Childers of "Loudwire" called "Rock Is Dead" a "thrusting rock song.