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 vibrant designs are essential for banner ads' transient nature. Their effectiveness can be tracked through engagement metrics. Banner ads take the form of a diverse range