The ultimate form of “white hat cloaking” is Content Negotiation. It is the practice of serving different file formats based on the requestor’s capability. HTTP Accept Headers If a request includes Accept: application/json, why serve HTML? Human Browser: Accept: text/html. Serve the webpage. AI Agent: Accept: application/json or text/markdown. Serve the data. The “Headless SEO” Approach This approach creates the most efficient path for agents to consume your content without navigating the DOM. Instead of forcing the agent to: