Banner ads represent a fundamental element of online advertising. These rectangular visuals, typically displayed at the top of web pages, try to grab user focus. Memorable messaging and striking designs make up for banner ads' short-lived nature. Their impact can be tracked through engagement metrics. Banner ads exist in a wide variety of formats,