Producer Frank Farian was in a hurry to capitalize on the sudden success of "Daddy Cool" and put together the first Boney M. album quickly, made possible by the use of cover versions and by reusing already existing recordings.

While "Baby Do You Wanna Bump" was reworked from Prince Buster's "Al Capone" (although credited to Farian's alias 'Zambi'), "Sunny", "No Woman No Cry" and "Fever" are cover versions of well-known tracks, albeit rearranged.

Versions of three tracks had previously been released by another Farian produced artist Gilla in German, "Take the Heat off Me" ("Mir ist kein weg zu weit"), "Lovin' or Leavin'" ("Lieben und frei sein") and the UK/US exclusive "Help, Help" ("Ich brenne"), the last of which Gilla also recorded in English.

Gilla would furthermore record German versions of "Sunny" and "No Woman No Cry", using the same backing tracks.

"Got a Man on My Mind" was rewritten from Farian's "Am Samstagabend", which was the B-side of his 1976 hit single "Rocky".