Ad quality in programmatic advertising refers to the overall effectiveness, relevance, and user experience of advertisements that are served through automated processes in real-time bidding (RTB). It encompasses multiple factors that contribute to the value and impact of an ad, including its visual appeal, message relevance, loading speed, placement context, and user engagement metrics like click-through rates (CTR) and conversion rates.