Banner ads represent a fundamental element of online advertising. These rectangular visuals, typically displayed at the top of web pages, seek to grab user interest. Memorable messaging and eye-catching designs make up for banner ads' transient nature. Their impact can be evaluated through engagement metrics. Banner ads take the form of a multitud