"Baby, You're a Rich Man" was released as the B-side of the single "All You Need Is Love" on 7 July 1967 in the United Kingdom and on 17 July 1967 in the United States.
Baby, You're a Rich Man was initially submitted for inclusion in the Beatles' upcoming animated film, "Yellow Submarine". This single was issued on 7 July 1967 in the United Kingdom and on 17 July 1967 in the United States.