Push notifications have emerged as a powerful tool for increasing user engagement in the digital landscape. By delivering timely and targeted messages directly to users' devices, apps can capture their attention and stimulate desired actions. Meanwhile, crafting effective push notifications requires a deft approach. Analyzing user behavior and pre