Banner ads represent a cornerstone element of online advertising. These rectangular visuals, typically shown at the top of web pages, seek to grab user focus. Memorable messaging and striking designs are essential for banner ads' transient nature. Their impact can be tracked through click-through rates. Banner ads exist in a wide variety of types,