Banner ads continue to serve as a cornerstone part of the online advertising landscape. These image-based advertisements, commonly displayed at the bottom of web pages, aim to capture viewer engagement. Grasping the inner workings of banner ads is essential for both advertisers and site operators who want to increase their digital footprint. Typi