Native advertising has become a increasingly prominent marketing strategy. Its ability to seamlessly blend with user experience makes it an attractive alternative for advertisers seeking legitimate engagement. This study delves into the effectiveness of native ads, precisely focusing on a unique format known as Cuboid Ads. By analyzing data, we aim