Cross-device tracking is a method used by advertisers and data analysts to follow and compile user activities across multiple devices, such as smartphones, tablets, and computers, to build comprehensive user profiles. This technique allows companies to deliver personalized content and advertisements, enhancing user engagement and optimizing marketing strategies.