George Harrison said that the subject matter for "Only a Northern Song" related to both his city of birth, Liverpool, in Merseyside, and the fact that the copyright for the composition belonged to the Beatles' publishing company, Northern Songs.
Author Brian Southall describes "Only a Northern Song" as Harrison's "personal denunciation of the Beatles' music publishing business".