Hierarchical Site Summaries

When faced with a mountain of pages, divide and conquer. Split your website content into logical chunks (by topic, category, or site section) and have the AI summarize each chunk separately. Once you have these individual summaries, feed them back into the AI (or a second-stage prompt) to generate a higher-level summary or to answer questions using the summaries as context. This hierarchical summarization approach yields a top-down understanding: first the details on each page, then the big picture of the entire site. It’s a scalable technique — whether your site has 10 pages or 1000, the AI deals with bite-sized pieces at each step. The end result is a concise but comprehensive overview that overcomes token limits by processing information in stages rather than all at once.