Banner ads compose a cornerstone element of online advertising. These rectangular images, typically presented at the side of web pages, try to grab user attention. Concise messaging and striking designs make up for banner ads' short-lived nature. Their impact can be measured through click-through rates. Banner ads come in a wide variety of types,