Push notifications have emerged as a dynamic tool for increasing user engagement in the digital landscape. By transmitting timely and personalized messages directly to users' devices, apps can hold their attention and encourage desired actions. Meanwhile, crafting effective push notifications requires a strategic approach. Analyzing user behavior