Banner ads, referred to as display ads, are a ubiquitous element of the online advertising landscape. These rectangular visuals , typically placed at the sides of web pages, aim to grab attention . Banner ads come in various formats, ranging from small thumbnails to large, immersive expansions . A primary objective of banner ads is to drive