Data-driven insights play a critical role in the effective administration of Shared Rider systems. These systems’ dashboards act as command centers, providing a thorough view of analytics and Key Performance Indicators (KPIs). This article explores the key performance indicators that make up shared rider system dashboards, illuminating how they improve user experience and operational efficiency.