 Three tracks were produced/co-produced by Robert Clivillés and David Cole of C+C Music Factory, who would achieve a global success with the dance track "Gonna Make You Sweat (Everybody Dance Now)" in 1990, and Jonathan Elias.Musically, "Bulletproof Heart" continued the commercial pop sound of the previous record, "Inside Story", showcasing material heavily influenced by synthesizers, drums and electronic percussion.The CD version of the album included two additional songs, which were absent on the vinyl pressing.