This Viewpoint describes the Million Hearts initiative, a US Centers for Disease Control and Prevention (CDC) and Centers for Medicare & Medicaid Services program aimed at preventing 1 million acute cardiovascular (CV) events by improving key cardiovascular disease (CVD) risk factors, and summarizes two 2018 CDC reports describing the burden of preventable CVD deaths and the slow rate of improving population-level measures of CV health.