The Death Wheelers' music draws from quite a few places. Their sound is crafted by the aesthetics and ethos of bikesploitation movies such as The Wild Angels, Werewolves on Wheels, and Psychomania, as well as the music of Davie Allan, The Cramps, Motörhead, The Stooges, and Grand Funk Railroad.