ATLAS (Automated Topological Link Analysis System) is a tool designed as a web extension to automate internal linking for websites, leveraging advanced artificial intelligence techniques. Using modern embeddings approaches, ATLAS analyzes the content of each page to generate precise semantic representations. Through a similarity score, the tool automatically determines which pages should be linked, promoting a link structure that adheres to the principles of semantic cocooning. This approach aims to optimize internal navigation and maximize the site's visibility on search engines, while also enhancing the user experience. As such, ATLAS provides a turnkey solution for SEO specialists seeking to simplify internal link management and improve organic search rankings. ATLAS draws inspiration from the concept of semantic cocooning for link creation.