"Headhunter" was released as a single in 1988, as a 12" (Version 1.0) and a 7" (Version 2.0). Each featured a corresponding version of "Welcome to Paradise" as the B-side. A third version appeared later on the 1988 album "Front By Front" (Version 3.0). A music video using the shorter "Version 2.0" soundtrack was directed by Anton Corbijn. It depicted the bandmembers in an urban landscape of Brussels, including the Berlaymont building and the Atomium that had been built for the 1958 World's Fair, and used eggs as a visual theme. According to bandmember Patrick Codenys this was because Corbijn misheard the song title as "Egg Hunter".