Mirza Mahmood Ahmad was the eldest son of Mirza Ghulam Ahmad from his second wife Nusrat Jahan Begum, also known as "Amma Jan" (The Mother) in the community. He had three brothers and two sisters in addition to two stepbrothers from the first wife of his father, Hurmat Bibi.