 "Billboard", in a review of the album, said that it and "Walk On Out of My Mind" were "typical of the robust, compelling vocal style" that Jennings became known for.Nathan Brackett and Christian Hoard, in "The New Rolling Stone Album Guide", wrote that Jennings began to "really assert his rough-hewn sensibility" on "Only Daddy That'll Walk the Line.