This systematic review to support the 2022 US Preventive Services Task Force Recommendation Statement on screening for syphilis infection summarizes published evidence on the benefits and harms of screening for syphilis infection in asymptomatic, nonpregnant adults and adolescents at increased risk for syphilis infection.