Banner ads are a staple element of online advertising. These rectangular visuals, typically shown at the bottom of web pages, seek to grab user attention. Memorable messaging and eye-catching designs make up for banner ads' transient nature. Their influence can be measured through engagement metrics. Banner ads exist in a wide variety of types, fr