A load balancer serves the purpose of distributing incoming network traffic across multiple servers in web applications. This ensures optimal utilization of resources, minimizes response times, and increases reliability by preventing any single server from becoming overwhelmed. By managing peak loads and providing high availability, a load balancer enhances the performance and scalability of applications.