Malnutrition remains a major health challenge, especially in poor and rural areas where children and caregivers may not have regular access to health services. Nutrition programs like Growth Monitoring and Promotion (GMP), Community-based Management of Acute Malnutrition (CMAM), and Positive Deviance/Hearth (PD/H) rely on accurate, timely information to identify needs, provide care, and measure impact….