"Non-Fiction (...) contains more standouts than any Ne-Yo album since Because of You. There's some frivolous content, such as the fireside acoustic number "Story Time" and rote EDM squib "Who's Taking You Home." Beyond that, there's a lot of imaginative and high-quality modern R&B, like "She Knows," "She Said I'm Hood Though," and "One More," all tough but finely crafted slow jams".