Banner ads compose a fundamental element of online advertising. These rectangular graphics, typically displayed at the bottom of web pages, aim to grab user interest. Memorable messaging and striking advanced native ads tactics designs make up for banner ads' short-lived nature. Their influence can be evaluated through click-through rates. Banner