The song, originally entitled "Oh, My Marsha", was composed about Wonder's girlfriend, while he was at the Michigan School for the Blind in Lansing, Michigan. Following their break-up, the lyrics and title were altered to the more general, "My Cherie Amour". The song became a #4 hit, on both the Billboard pop and R&B singles charts, in July, 1969.