For 2003 and half of 2004, Griggs was absent from the country charts, although he, Montgomery Gentry, and Blake Shelton performed uncredited guest vocals on Tracy Byrd's 2003 single "The Truth About Men". Mid-2004 saw the release of "She Thinks She Needs Me". Co-written by Shane Minor, this song was the first single release from Griggs' third album, "This I Gotta See", also released in 2004. Although this song and follow-up "If Heaven" were both number 5 hits on the country charts, the album's third single, "This I Gotta See", stopped at number 58, and the fourth single ("I Never Had a Chance") failed to chart at all. By 2005, he had left RCA's roster, due to creative differences over his artistic control.