The album features an appearance by singer Keith Urban, who sings harmony vocals on "The Water Is Wide".

Rick Anderson of Allmusic said: "Good Thing Going finds Vincent bringing all of those styles together to create a very solid and enjoyable program."

"[5] Lizza Connor Bowen of American Songwriter gives the album 4 stars and writes, "Seven is certainly Rhonda Vincent’s lucky number.

This seven-time International Bluegrass Association female vocalist bowed her seventh Rounder album, Good Thing Going, this January.

's Kerry Doole reviews the album and writes, "Her purity of tone and phrasing are impeccable, and there's a pleasing variety to the material, from slow, hurtin?