Location-based services utilize mobile devices to provide information to users based on their geographical location. This report explores LBS applications in social media and advertising. Key applications of LBS discussed include social networking, contextual advertising, tracking services, information services, and mapping/navigation. Privacy and security issues also arise from location tracking on mobile devices.