Pop-up promotions experienced a remarkable ascension in the late 1990s and early 2000s, initially offering a seemingly simple way for businesses to reach a wide audience. Driven by their immediate visibility, these intrusive windows became ubiquitous across the web , generating substantial earnings for publishers and promoters . However, user displ