Banner ads, traffic arbitrage benefits termed as display ads, are a ubiquitous element of the online advertising landscape. These rectangular images, typically placed at the top of web pages, aim to entice users . Banner ads come in various sizes , ranging from small squares to large, immersive placements. The primary objective of banner ads i