The shelf-type weight sensor is designed for installation in shelves commonly found in FMCG retail environments. With precision, it detects shelf weight, triggering API messages upon lifting or placing a product, thereby facilitating the seamless implementation of Lift & Learn applications. Additionally, the sensor features built-in smart control and analytics, enabling real-time tracking of shelf stock. This functionality empowers the implementation of automated stock alerts and facilitates the monitoring of product sell-through rates.