Pop-up advertising has become a prevalent tool in online marketing strategies. Despite their intrusive reputation, modern pop-ups have evolved into sophisticated conversion mechanisms that strategically appear based on user behavior patterns, offering personalized incentives precisely when visitors are most likely to engage or abandon their customer journey.