Not Your Kind of People World" contains a lyrical sample from the poem "Do not go gentle into that good night" by Dylan Thomas. Both daughters of Steve Marker and Butch Vig laid down vocals on the album's title track. Finnish actress Irina Björklund performs the musical saw on "Sugar". "Beloved Freak" includes a sample of Klaus Nomi, as the group felt the artist fit Manson's lyrics about "people being an outsider, feeling like a freak, and not fitting in and trying to come to terms with that it's okay to feel like you're an outsider." KROQ-FM and MTV Buzzworthy described the sound of the
Johnny Gentle "I Need Your Love Tonight", "Poor Little Fool", "(I Don't Know Why) But I Do", "C'mon Everybody" (a tribute to Eddie Cochran, who had died while on tour with Gene Vincent a few weeks earlier), and "He'll Have to Go". Gentle later wrote:"We met at the venue just half an hour before our first public performance together and all things considered we sounded pretty good from the off. Every night the sound we made got better, by the end of the tour I knew these boys were as good as any I'd worked with..."Gentle wrote a song on the tour,