Ad relevance score measures the quality and relevance of an ad to its target audience. It affects ad delivery and costs. Advertisers can improve ad relevance scores by creating highly targeted ads with relevant content, using engaging visuals, refining audience targeting, monitoring and optimizing campaigns for better engagement, and aligning ad content with audience preferences.