The primary purpose of a location-based attendance app is to simplify and streamline the process of tracking attendance for various events, classes, meetings, or work shifts. By leveraging GPS or geofencing technology, the app can automatically detect when users enter or leave a predefined location, marking them as present or absent accordingly.