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Image: Wikidata & Wikipedia Readiness Path

Wikidata and Wikipedia Readiness Path

February 15, 2026 / by Dave Burnett

Start with the truth: you can’t “opt in” to Wikipedia Teams often ask, “Do we need Wikipedia?” The better question is: “Can we legitimately qualify for Wikipedia, and is it worth the operational cost?” Wikipedia is not a brand profile. It’s an encyclopedia. If you treat it like a...

Image of Googles description of how a knowledge graph works

Knowledge Graph Optimization and Entity Authority

January 15, 2026 / by Dave Burnett

Build entity authority AI can verify AI doesn’t recommend brands. AI recommends entities it can verify. And if your “entity” isn’t clean, consistent, and well-referenced across the web… you get the modern marketing nightmare: The AI mixes you up with another company. It grabs an old founder bio from...