Search engines utilize machine learning algorithms to enhance their search results. These algorithms analyze user behavior, preferences, and interactions to deliver more relevant content, ultimately improving the user experience. Techniques like natural language processing and predictive analytics help refine and personalize searches over time, making it easier for users to find what they are looking for effectively.