SEO plays a crucial role in web page design by enhancing visibility and search engine rankings. Integration into the design process involves incorporating SEO best practices such as optimizing page speed, using keyword-rich meta tags, creating clean and crawlable site architecture, and ensuring proper use of header tags. Additionally, content is optimized for relevance and readability, and technical aspects like alt text for images are included to support search engine indexing.