Banner ads are a fundamental element of online advertising. These rectangular images, typically displayed at the top of web pages, seek to grab user focus. Concise messaging and eye-catching designs make up for banner ads' short-lived nature. Their influence can be evaluated through engagement metrics. Banner ads take the form of a multitude of si