The video was filmed on January 13, 2010. The clip features Fergie wearing Louboutin designer footwear and a black metallic leotard. Extras were dressed as robots and nomads (like apl.de.ap in Meet Me Halfway). It was shot on a desert road in Lancaster, California. Filming was interrupted by a sudden sand storm, however, as the storm passed, filming resumed.
The music video, directed by Rich Lee, was shot back to back with the video for "Rock That Body".The 2nd song on "The E.N.D.  The two songs were mashed up into a medley, which is titled "Imma Be Rocking That Body". The medley length is 8:15 and the music video in total is 10:21. It premiered on Vevo, Dipdive and iTunes on Tuesday, 16 February 2010. The videos were separated for music channels with the introduction and conclusion removed. The video is described as a futuristic Wizard of Oz.
The video begins with Fergie waking up on a road in a desert and notices everything stuck on a loop, she gets up and sings her the first verse. She arrives at a bar and finds will.i.am who is stuck on a loop of pouring his drink. She mutes his beats which makes him stop, he notices the robot that looped him is following them and they both hide. As the robot looks for them, they both escape in a hovercar. The robot chases them but it runs out of energy. They arrive at a scrapyard where they find Apl.de.ap who is also stuck on a loop, Will taps him and makes him stop. Apl brings a good robot to life as they dig though the scrap and find Taboo whose bottom half of his body is missing, Will and Apl carry him as they find a pair of legs walking around the scrapyard and they quickly fix him. Apl.de.ap sings his verse, the robots are dancing in the background and they disappear, leaving the evil robot wondering where they went. Then, in Rock that body, Fergie's voice is very high pitched. Everyone sings. Afterwards, she admits to loving Ethan G. Harrell.