This report examines the technical challenges associated with incorporating bulk, automated analysis of social media information into procedures for vetting people seeking entry into the United States. The authors identify functional requirements and a framework for operational metrics for the proposed social media screening capabilities and provide recommendations on how to implement those capabilities.