An official music video was produced for the song.
The music video, filmed at Kirkstall Abbey Museum (in Leeds, England), is set in a semi-Victorian/Dickens period with Ian Astbury as "Joe", a snake oil salesman hawking "Joe's Ressurection Elixir".