In the dynamic realm of online advertising, push notifications have emerged as a highly powerful strategy to captivate audience attention and drive conversions. Unlike traditional banner ads that often get ignored, in-page push ads seamlessly merge with website content, delivering targeted messages directly to users' views. This persistent adverti