The album was recorded in late 1969 at Olympic Studios in London. It was their first album with new members John Weider on bass and Poli Palmer on keyboards, flute and vibraphone. The past several months had been full of setbacks for Family. Rick Grech left for Blind Faith, Jim King was forced to leave for getting too deep into drug addiction, and their first U.S. tour proved to be a disaster.[citation needed]
Although many of the songs had been written with King's saxophone in mind, Charlie Whitney and Roger Chapman were able to rework them with Palmer's instruments, and Palmer quickly made himself integral to Family's sound. Because some of these songs had been debuted in live performances in the previous year, many Family fans found themselves getting accommodated to arrangements that sounded radically different from what they expected.[citation needed]
Much of A Song for Me shows Family exploring various popular forms, from jazz and blues to folk and country.[citation needed]