""Billboard" found that "Franklin revisits the contemporary production well that she drew from for" previous album "A Rose Is Still a Rose", noting that "unlike that album – which had its stellar moments – "Happy" is a more consistent package [...] striking a believable balance between new-school vibe and down-home soul."