LOCAL_PREF is a BGP attribute used to influence outbound traffic routing decisions by assigning a preference value to routes within an Autonomous System. A higher LOCAL_PREF value indicates a more preferred route, enabling network operators to control traffic flow and optimize network performance effectively.