"Woman to Woman" is a soul and rock song written by British singer Joe Cocker and Christopher Stainton, billed as Joe Cocker with the Chris Stainton Band. The song was released on Cocker's 1972 album Joe Cocker, and was the B-side to the single "Midnight Rider". After "Midnight Rider" hit number 27 on the Billboard Hot 100 in October 1972, "Woman to Woman" entered the chart in December, reaching number 56 in January 1973.