"California Girls" was covered by David Lee Roth on his 1985 EP Crazy from the Heat (with background vocals contributed by Beach Boy Carl Wilson along with Christopher Cross), and like the original it topped at #3 on the Billboard Hot 100.
The iconic music video for the cover, directed by Pete Angelus and Roth, was released in February 1985.Roth stars as a tour guide, showing tourists the beach and swimsuit models. One of these tourists is played by Jane Leeves, who went on to play Frasier's Daphne Moon. The scenes follow the lyrics with bikini-clad women from all regions of the United States. An often imitated scene has Roth dancing down a sidewalk bordered by models frozen in mannequin poses. It was nominated for several 1985 MTV Video Music Awards. In an interview with Howard Stern, Roth explained that he edited the video while wearing thick skiing goggles which greatly impaired his vision. Each time the editor would increase the red saturation, Roth would tell him to turn it higher, until finally proclaiming, "Now THAT'S red!" The video was parodied in the video for The Dresden Dolls' "Shores of California".