How does Wikidata connect to AI Verified?

Wikidata is one of the most important sources for AI system entity data. Here's how it connects to AI Verified: **What Wikidata is:** Wikidata is a free, structured knowledge base maintained by the Wikimedia Foundation. It contains structured data about entities (people, organisations, places, concepts) that is used by Wikipedia, Google's Knowledge Graph, and many AI systems. **Why Wikidata matters for AI visibility:** AI systems trained on Wikipedia and Wikidata have strong entity knowledge for organisations that appear there. If your business has a Wikidata entry, AI systems are significantly more likely to cite it accurately. **The connection to AI Verified:** AI Verified passports include a wikidataQ field. If your business has a Wikidata entry (e.g., Q12345678), you can add it to your passport. The passport's JSON-LD then includes a sameAs reference to the Wikidata entry, creating a machine-readable link between the two records. **Does every business need a Wikidata entry?** No. Wikidata has notability requirements — your business needs to have been mentioned in multiple independent reliable sources. Most small businesses don't meet this threshold. **For businesses without Wikidata:** The AI Verified registry serves a similar function for AI citation purposes. It's a structured, machine-readable entity record that AI systems can reference. It doesn't have Wikidata's reach, but it's specifically designed for business entity verification.