Ghostface wrote the song as a tribute to his mother, with lyrics that both depict the harsh life the two struggled through together during his childhood and praise her ability to raise him even in their downtrodden state. About.com ranked it #87 on their list of the Top 100 Rap Songs. Ghostface added the song to his greatest hits album Shaolin's Finest and on the compilation albumThe RZA Hits.
The music video for "All That I Got Is You" was directed by Terry Heller and Chuck Ozeas. Mary J. Blige was unavailable for the music video version, and is replaced by Wu-Tang Clan in-singer Tekitha for the hook and second verse. The video illustrates the images described within the lyrics of the song, featuring a young boy who portrays Ghostface in his youth born into a family of fifteen, with his mother, grandmother, aunts, uncles and cousins; all living in a three-bedroom apartment.
The boy experiences all the hardships depicted in the song: growing up in a poor family in the StapletonHousing Projects, watching his father leave their family at the age of six, sharing a small bed with three other siblings, picking roaches out of water-filled cereal and going next door to borrow leftover bread from neighbors. The scenes are intercut with present-day Ghostface playing a piano in the middle of a desolate street and a small choir.