The song was inspired by Somerset Street in Belmont, Massachusetts,[1] a wooded road running adjacent to the land owned by McLean Hospital where Taylor had committed himself in 1965 to receive treatment for depression.
Taylor's friend Danny Kortchmar said "Country Road":
captures the restless, anticipatory, vaguely hopeful feeling that plays a large part on James' character and appears in "Carolina in My Mind," "Blossom", and "Sweet Baby James." The road leads away from his ensnaring family: "Mama don't understand it / She wants to know where I've been / I'd have to be some kind of natural-born fool to want to pass that way again." It also takes him away from shattered affairs, prep schools, mental institutions—all manner of traps and bummers. At the end of the road lie freedom and ideal life in Carolina, and "a heavenly band of angels."[2]
Music lecturer James Perrone says the theme of "Country Road" is the happiness and freedom of being alone.[3] He noted the theme of solitude appears on other songs on Sweet Baby James including the title track and "Sunny Skies."[3] "Sunny Skies was also released as the b-side of the "Country Road" single. According to Allmusic critic Ronnie D. Lankford, Jr., "Country Road" "perfectly marked the transition between the '60s and the '70s."[4] "This is because the lyrics suggest that it's time for those tired of trying to solve all the world's problems to leave them to Jesus and go away on their own".[4] Lankford said the song's "simple arrangement," with acoustic guitar and "laid back" vocals are well matched to the lyrics.[4] Music author Barney Hoskyns called "Country Road" "a perfect distillation of the new rural mood" which had become popular at the time.[5]
Upon its single release, Record World said "Already a popular song, this is the logical choice for his next hit single. Added interest will be generated in that it's a bit different from the album cut."[6] Cash Box called it a "gem" and said "Somewhat akin to his 'Fire & Rain' sound, the new release should have little problem streaking into top forty running."[7] Billboard called it a "strong rhythm item" with an "exceptional performance."[8]