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