PARQR optimizes the Piazza online forum by reducing duplicates and streamlining interactions. It targets common pain points for students and instructors using Piazza and offers features to enhance communication and reduce clutter. Users can expect quicker replies to their queries and lower management overhead for instructors, making it easier to track conversations and maintain an organized discussion environment.