Harry Nilsson included "Daddy's Song" on his Aerial Ballet album, but RCA quickly pulled the first release of the album and reissued it without "Daddy's Song."


RCA feared that Harry's version of the song would compete with the Monkees's recording included on the soundtrack album for their movie Head. RCA was the parent company of the Colgem label which released the Head album.