Banner ads continue to serve as a fundamental part of the digital marketing landscape. These image-based advertisements, often displayed at the sides of web pages, attempt to capture audience attention. Grasping the inner workings of banner ads is vital for both advertisers and publishers who desire to increase their web impact. Frequently banner