 The song appeared as the opening song on the group's début studio album "Take It Easy with the Walker Brothers" and as the opening song on side 2 of their début US album "Introducing the Walker Brothers".Although based in London, the Walker Brothers were familiar with the original 1962 hit by Jerry Butler (which had been overlooked in its concurrent UK release) and group member John Maus suggested that the Walker Brothers make a recording of "Make It Easy on Yourself".The track was recorded in a June 1965 session at the Philips studios in Marble Arch arranged by Ivor Raymonde who conducted his orchestra with production credited to Philips' head of A&R Johnny Franz; session personnel included Vic Flick and Big Jim Sullivan on guitars and Ronnie Verrell on drums.