Effective audience segmentation in display advertising is crucial for enhancing ad relevance and engagement. By categorizing potential customers based on shared characteristics, marketers can improve targeting accuracy, leading to better campaign performance and higher returns on investment. Utilizing advanced tools and best practices allows for a deeper understanding of user behavior, ultimately resulting in more personalized and effective advertising strategies.