Berry's song was featured in the 1956 film Rock, Rock, Rock[4] and was one of the four songs from the film that was included on the "soundtrack" album (the only one of his songs to be used both in the movie and on the album).[5]
The song's music publisher, Morris Levy, sued John Lennon for copyright infringement because of the melodic similarity between "You Can't Catch Me" and the Beatles' 1969 song "Come Together", written by Lennon, and because the Beatles' song used some of the lyrics of Berry's song ("here come old flat-top"). The suit was settled out of court. As part of the settlement, Lennon included a rendition of "You Can't Catch Me" on his 1975 album of cover versions, Rock 'n' Roll.[2]