In search engine optimization (SEO), machine learning contributes by analyzing vast datasets to identify patterns and improve ranking algorithms. Search engines use machine learning to enhance user experience, produce more relevant results, and adapt to changing search behaviors. By learning from user interactions, machine learning algorithms can continuously optimize search results, making them more aligned with user intent. This capability enables businesses to implement effective SEO strategies that respond dynamically to the evolving digital environment.