Banner ads are a fundamental element of online advertising. These rectangular visuals, typically shown at the bottom of web pages, aim to grab user focus. Memorable messaging and eye-catching designs play a crucial role for banner ads' short-lived nature. Their effectiveness can be evaluated through engagement metrics. Banner ads exist in a wide v