The only Monkee to appear on this song was Micky Dolenz, who sang lead. The four members of the group were chosen from over 400 applicants to appear on a TV show based on The Beatles movie A Hard Day's Night
. The show was about a fictional band, so the members were chosen more for their looks and acting ability than for their musical talent.
Session musicians played on The Monkees' albums, usually some combination of Glen Campbell, Leon Russell, James Burton, David Gates, Carol Kaye, Jim Gordon and Hal Blaine. According to the liner notes on the 1994 reissue of the album, however, members of a group called the Candy Store Prophets did the instrumental backing on this track at a session that took place July 25, 1966 at RCA Victor Studios in Hollywood. The Candy Store Prophets were Tommy Boyce and Bobby Hart's band, and included Boyce on acoustic guitar, Gerry McGee on electric guitar, Larry Taylor on bass and Billy Lewis on drums. Additional musicians on this track were Wayne Erwin and Louie Shelton on guitar, and Gene Estes on percussion.
Often reported as having played guitar on this track is Jesse Ed Davis, a Native American whose accomplishment included backing George Harrison at the Concert for Bangla Desh and playing the solo on Jackson Browne's first hit, "Doctor My Eyes