Sitemaps outline the hierarchical structure of the web application, depicting how different pages are interconnected. Wireframes, on the other hand, provide a visual representation of each page's layout and element placement. These tools are crucial for planning and communication, ensuring that all stakeholders share a common understanding of the application's design and structure.