Frame Rate Optimization is crucial for enhancing the visual smoothness and responsiveness of video content and interactive applications, ensuring a seamless user experience. It involves adjusting the number of frames displayed per second to match the capabilities of the display device and the requirements of the content, balancing quality and performance.