Yes, the URL summarizer can process various types of web content, including news articles, blog posts, research papers, and academic publications. The tool adapts its summarization approach based on the content type to deliver relevant summaries. It works effectively with text-heavy pages and can extract meaningful information from different website layouts and structures.