Three official remixes of "The Beautiful People" have been released. The first, "The Horrible People", was created by Danny Saber and appears on the 1997 "Remix & Repent" EP; the remix features a fast-tempo drum n bass backing track, and accents the original song's swing jazz-inflected rhythm with brass and piano samples. J. G. Thirlwell's "The Not-So-Beautiful People" is a straight industrial reworking of the track, with rhythmic vocal samples and churning, filtered synthesizers. It was used as the opening theme for "WWF RAW is WAR" for only a few weeks in March 1997. Later an edited version of the song was used as the opening theme for "WWE SmackDown!" from 2001 to 2003, and a remix of it was included on "WWF Forceable Entry" and a 10-inch picture disc single of the song.