Efficient location tracking and visit detection engine
The app needs to detect when a user visits real-world Spots based on GPS data. This is challenging because mobile location data is noisy, battery consumption is critical, and continuous tracking can quickly degrade performance. Additionally, visit detection depends on different geometries (radius and polygon areas) and must work reliably without draining the device.
We designed a location service that dynamically adjusts tracking behavior based on user context. The system reduces update frequency when the user is stationary and lowers accuracy when far from relevant Spots to save battery. Visit detection logic supports both radius and polygon-based areas, ensuring reliable recognition of real-world visits while keeping the app efficient and responsive.