Interest-based targeting is a digital marketing strategy that involves displaying advertisements to users based on their specific interests, which are inferred from their online behavior and interactions. This approach enhances the relevance of ads, potentially increasing user engagement and conversion rates by aligning marketing efforts with consumer preferences.