Once "I Need a Lover" became an Australian hit, Riva in America decided to release John Cougar's eponymous fourth album, adding the song to the record as well.
Essentially, John Cougar is sonically similar to A Biography, but apart from the tacked-on "I Need a Lover," none of the songs hit the mark.