Justin Bieber's 'That Should Be Me (Remix)' features the country-pop powerhouse Rascal Flatts, blending his signature pop sensibilities with their signature harmonies. Released on the 'Never Say Never - The Remixes' album, this track expands the original's acoustic foundation into a polished, radio-ready production that bridges genres. The collaboration highlights Bieber's ability to integrate diverse vocal styles while maintaining his youthful energy. As part of his early discography, the song reflects the transitional period where Bieber began exploring collaborations beyond his usual solo pop format, leveraging the rich vocal textures of Flatts to create a more mature sound. The remix serves as a significant song in his catalog, demonstrating his versatility and willingness to adapt his musical identity for broader audiences during the late 2010s.