 Vocally, the pair was an almost perfect blend, and their first single together, a song Jones had released in 1965 called "Take Me", became a top ten hit.The songs on "We Go Together" are almost all celebrations of new love to the point of giddiness, as Sherrill tried to find songs for them that reflected their new life together.Jones and Wynette composed two of the songs on the album, "It's So Sweet" and "Never Grow Cold", the latter having been recorded by Jones earlier when he was with Musicor.