Patient education materials for breast cancer survivors may not always align with their evolving information needs, which can change over time, be forgotten, or be inaccurately reported. Automated content analysis of survivors' posts in online health forums can effectively track these changing needs over time and at low cost. By identifying unmet needs, this method can help improve current educational resources and develop new ones.