On April 11 1990, the Keep It Together single was certified gold for sales of 500,000 units in the USA.

Written and produced by Madonna and Stephen Bray, the main inspiration behind Keep It Together was Madonna’s relationship with her family—whom she dearly missed after her divorce from actor Sean Penn. It became the final Madonna single release to feature a collaboration with Bray—a partnership that had begun romantically when Madonna & Stephen were college students at the University of Michigan, Madonna later persuaded Bray to join her in New York where he became the drummer for her band, Emmy. The two went on to write and produce some of Madonna’s most memorable 80’s hits. A final collaboration between the pair, Get Over, was reworked by Madonna and Shep Pettibone for possible inclusion as one of the new tracks on The Immaculate Collection, but was instead given to Warner Bros artist Nick Scotti to record in 1991.