This document discusses pool testing as a strategy to increase testing capacity and reduce costs during the COVID-19 pandemic. Pool testing involves combining multiple patient samples and testing them as a single pool. If the pool tests negative, then all samples in that pool are considered negative. Only positive pools would require individual re-testing to identify the positive sample(s). The document recommends pool testing in areas with low COVID-19 prevalence (<5%) as a way to screen asymptomatic individuals or for community surveillance. Pool sizes should be adjusted based on local positivity rates. Pool testing has been used successfully for other infectious diseases and could help address shortages in testing capacity and supplies for COVID-19.