Heap has optimized its query engine to improve the speed of real-time data analysis, achieving query execution times that are ten times faster and averaging below 400 milliseconds. The platform's revamped Event Feed interface aids users in identifying trends and anomalies in client-side events, enabling quick segmentation and analysis of historical data. Heap also offers a custom client-side API for logging events and properties, allowing users to perform flexible queries similar to other event-based tracking tools while promising reduced dependency on the API over time. Furthermore, Heap's new data pivoting feature provides a dynamic view for users to manipulate and visualize query results through various chart types and time ranges, enhancing the overall data exploration experience.