The programming language primarily used for web development on the client side is JavaScript. It allows developers to create interactive and dynamic web pages by manipulating HTML and CSS elements in real-time. JavaScript supports various libraries and frameworks, like React and Angular, enhancing its capabilities for building feature-rich applications that improve user engagement and experience on websites.