Online summarizer tools can process various content types including news articles, research papers, blog posts, academic texts, and lengthy documents. They work best with well-structured content that has clear paragraphs and main points. Most tools can handle both URLs and direct text input, making them versatile for different source materials. Some advanced tools can even process PDFs, web pages, and educational materials while maintaining the core message.