Before the success of "Blue Eyes Crying in the Rain," Nelson had enjoyed widespread success primarily as a songwriter, with such songs as "Crazy" (Patsy Cline) and "Hello Walls" (Faron Young). As a performer, meanwhile, Nelson had hit the top 10 of the "Billboard magazine" Hot Country Singles chart just twice; it had happened in 1962, once as a solo artist ("Touch Me") and again as part of a duet with Shirley Collie ("Willingly"). Thereafter, Nelson had approached the top 20 on occasion, but went 13 years without a top 10 hit.