The study of the female brain during pregnancy and motherhood is gaining traction, and holds the potential to address the unmet needs of millions of women worldwide. Here we highlight the most pressing gaps in this field. Filling these knowledge gaps will require two paths forward: focused longitudinal studies that deeply characterize individuals, and collaborative initiatives that build large-scale international databases.