Banner ads, referred to as display ads, are a ubiquitous feature of the online advertising landscape. These rectangular images, typically placed at the bottom of web pages, aim to grab attention . Banner ads come in various formats, ranging from small thumbnails to large, immersive expansions . A primary goal of banner ads is to increase brand