
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...

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...


