
Knowledge Graph Optimization and Entity Authority
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

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

Quick take Copilot Checkout is Microsoft’s attempt to turn “conversation” into “conversion” without the usual tab-hopping and cart abandonment. The shopper stays inside Copilot, and

Updated: January 13, 2026 What is AI‑Readable SEO? If you’ve ever asked an AI system about your own business and thought, “Wait… why is it

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

Quick take Copilot Checkout is Microsoft’s attempt to turn “conversation” into “conversion” without the usual tab-hopping and cart abandonment. The shopper stays inside Copilot, and

Updated: January 13, 2026 What is AI‑Readable SEO? If you’ve ever asked an AI system about your own business and thought, “Wait… why is it

In early January 2026, Instagram users around the world reported something unsettling: password reset emails arriving without any request. The volume and timing made it

Copilot Checkout and Brand Agents: Ecommerce AI Conversion Playbook What just happened (and why it matters) Microsoft Advertising just announced two capabilities aimed straight at

Visibility used to mean: “Do I rank?” Now it also means: “Do I get mentioned, cited, and recommended when an AI answers the question?” AI
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