Assessments of influenza season severity can guide public health action. We used the Moving Epidemic Method to develop intensity thresholds (IT) for 3 U.S. surveillance indicators from the 2003–04— 2014–15 influenza season (excluding the 2009 pandemic): 1) outpatient visits for influenza-like illness, 2) influenza-related hospitalizations, and 3) influenza- and pneumonia-related deaths. ITs were developed for the overall population and children, adults, and older adults separately and were the upper limit of the 50% (IT 50 ), 90% (IT 90 ), and 98% (IT 98 ) one-sided CIs of the geometric mean of each season’s 3 highest values. Severity was classified as low if ≥2 systems peaked below IT 50 , moderate if ≥2 peaked between IT 50 and IT 90 , high if ≥2 peaked between IT 90 and IT 98 , and very high if ≥2 peaked above IT 98 . We piloted this method with the 2015–16 season and the 2009 pandemic. Overall, 4 seasons were classified as low severity, 7 as moderate, 2 as high, and none as very high. While older adults had the most seasons (n=3) classified as high, children were the only group to have seasons (n=2) classified as very high. We will apply this method to classify the severity of future seasons and inform pandemic response.