Banner ads are a fundamental element of online advertising. These rectangular images, typically presented at the bottom of web pages, seek to grab user interest. Memorable messaging and eye-catching designs make up for banner ads' short-lived nature. Their effectiveness can be measured through conversions. Banner ads exist in a wide variety of typ