Banner ads represent a fundamental element of online advertising. These rectangular graphics, typically displayed at the top of web pages, seek to grab user focus. Concise messaging and vibrant designs make up for banner ads' short-lived nature. Their impact can be measured through conversions. Banner ads take the form of a diverse range of format