Page speed is a critical factor in Mobile SEO because mobile users expect fast-loading pages. Slow load times can lead to higher bounce rates and lower user engagement, negatively impacting search engine rankings. Optimizing images, minimizing JavaScript, and leveraging browser caching are some ways to improve page speed.