AllMusic editor Leo Stanley called All That I Am "an entertaining collection of contemporary soul that alternates between smooth ballads and hip-hop-inflected dance-pop. At his best, Joe can make this music irresistible; at his worst, he merely makes it entertaining.
AllMusic editor Leo Stanley describes All That I Am as "a lively compilation of contemporary soul music that shifts between soothing ballads and dance-pop with hip-hop influences. While Joe is at the height of his powers when making this music captivating, his mediocre performances only render it mildly enjoyable.