Banner ads are a fundamental element of online advertising. These rectangular graphics, typically shown at the top of web pages, aim to grab user focus. Concise messaging and eye-catching designs make up for banner ads' short-lived nature. Their effectiveness can be measured through click-through rates. Banner ads come in a wide variety of types,