Other than the fact that she was the daughter of a nobleman very little is known about her. She is thought to have died before Aethelred married Emma, but he may simply have divorced her. (from Queen Emma and the Vikings by Harriet O'Brien
It's possible that some of the 10 children allegedly produced by Aelfgifu were actually the offspring by another wife.