AI Bookmark Organizer is a Firefox extension that uses the OpenAI API to automatically organize the bookmarks. It processes the bookmarks from your Other Bookmarks folder, generating 500-word summaries and embeddings for each page. Using hierarchical clustering, it groups similar bookmarks into cluster folders within an Organized Bookmarks folder. The extension also generates descriptive cluster names based on the content, making it easier to navigate and manage your bookmarks.