Abstract and Introduction Abstract Objectives: To determine the public health surveillance severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) testing volume needed, both for acute infection and seroprevalence. Methods: Required testing volumes were developed using standard statistical methods based on test analytical performance, disease prevalence, desired precision, and population size. Results: Widespread testing for individual health management cannot address surveillance needs.