Banner ads compose a fundamental element of online advertising. These rectangular visuals, typically shown at the side of web pages, seek to grab user focus. Concise messaging and vibrant designs are essential for banner ads' short-lived nature. Their effectiveness can be evaluated through click-through rates. Banner ads take the form of a diverse