It is well-known that band gaps can be achieved by using periodic metamaterials, but it has been challenging to design materials with broad band gaps or multiple overlapping band gaps. Here we present an alternative: to design band gaps with disordered materials, by choosing any combination of Helmholtz resonators positioned randomly within a host acoustic medium.