According to KMFDM frontman Sascha Konietzko, the song made its debut during KMFDM’s 1990 tour with industrial metal band Ministry, being based on the lyrics by Patti Smith. When Konietzko’s bandmate En Esch, who had been singing the song live, was injured during a fire, Konietzko had to use new lyrics, as he didn’t know the original words. He translated a German spoken word piece the band had been using at their live shows into English, and used the translation as the new lyrics.

After the tour, the band recorded a version for their album Naïve with a group of performers from other Wax Trax! Records bands. Later, Konietzko re-recorded a more electronic version for the single.

The track heavily features a sampled guitar riff from “Angel of Death” by Californian thrash metal band Slayer. This sample is looped from the beginning of “Godlike” and is heard almost continuously throughout the track. The same riff has been sampled by many other artists including Public Enemy for their track “She Watch Channel Zero”.