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