The lead single from Turner's upcoming sixth studio album, "Lay Low", was released to country radio on September 1, 2014. It reached a peak of No. 25 on Country Airplay, at which it remained stalled at for several weeks. The single did not perform as expected on the charts, so Turner's label decided to delay the release of the album and next single. The second single, "Hometown Girl", was released to radio on May 31, 2016. At Turner's show in Reading, PA on November 5, 2016, he announced that his new album would be released sometime in March 2017. The album, titled "Deep South", was released on March 10, 2017, preceded by two sneak preview songs, "Deep South" and "Where the Girls Are" released on February 23, 2017. "Deep South" scored Turner his third No. 1 album on the US Top Country Album's Chart upon its release. Turner's second single "Hometown Girl" from "Deep South" peaked at No. 2 on Billboard's Country Airplay Chart and peaked at No. 1 on the Mediabase chart, which makes it Turner's 5th No. 1 single. . Turner's third single "All About You," written by Craig Wiseman and Justin Weaver, was released on May 15, 2017.