According to an article published in Spin magazine, A Clockwork Orange (1971) and Bob Fosse are the inspirations for this music video.
In the video and song, "The Body Shop" is the name of an underground sex club. It has no connection to the international cosmetics store chain of the same name, except for the shared name.