Mobile apps personalize user experiences through data by collecting information about user behavior, preferences, and demographics. This data allows apps to tailor content, recommendations, and notifications to individual user needs. For instance, an app might use location data to provide localized offers or analyze usage patterns to suggest relevant features. By leveraging machine learning algorithms, these apps continuously improve personalization, enhancing user engagement and satisfaction while fostering customer loyalty.