Our new data show that even before the COVID-19 pandemic, millions of people in countries with the fewest resources could not obtain lifesaving contraceptive, pregnancy-related and newborn care. Unless the global community prioritizes essential sexual and reproductive health services now, the pandemic could severely exacerbate those needs.