Pop-up promotions experienced a remarkable climb in the late 1990s and early 2000s, initially offering a seemingly easy way for companies to reach a wide audience. Driven by their instant visibility, these intrusive boxes became ubiquitous across the internet , generating substantial revenue for publishers and promoters . However, user annoyance ra