Pop-up promotions experienced a remarkable ascension in the late 1990s and early 2000s, initially offering a seemingly easy way for companies to reach a vast audience. Driven by their instant visibility, these intrusive displays became ubiquitous across the internet , generating substantial earnings for publishers and vendors. However, user annoyan