Interstitial banner ads constitute a dominant form of online advertising that surface as full-screen graphics when a user concludes a particular action, such as finishing a level in a game or observing a video. These ads can be {highlynoticeable, capturing user attention and prompting engagement with advertised products or brands. Understanding