Listen: Google sends Knowledge Graph facts to AI Mode as uncited "Biography" search results

Recent analysis of Google Earth's public code has revealed exactly how Google's AI search, known as AI Mode, processes information behind the scenes. When you ask AI Mode a question, it doesn't just look at standard web pages. It receives highly detailed biographies of people and organizations directly from Google's Knowledge Graph. Crucially, these biographies often lack a web address. This means the AI can display rich, accurate facts about you or your business without ever linking back to your website. The code shows that Google tracks the origin and rules for every single fact in its database. Each piece of data carries specific tags, indicating whether it requires a citation, who has the licensing rights, and whether it is restricted. For instance, if a website owner uses the Google-Extended opt-out, the system can flag that data so the artificial intelligence model cannot use it for search grounding or training. Under the hood, this system relies on a massive infrastructure. The code lists nearly a hundred Query Result Service providers handling everything from shopping to translation, alongside hundreds of individual search signals, including user click data and embeddings. For creators and businesses, this means the traditional link-based search model is changing. To protect your digital footprint, you must monitor what the Knowledge Graph says about you, ensure Google associates the correct web pages with your identity, and use opt-out flags if you want to limit how your data is used.