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GEO vs AEO vs SEO: The Content Strategist’s Decision Framework
GEO, AEO, and SEO are related. They share foundational elements. But they optimize for different outcomes, use different signals, and require different execution approaches. Knowing which one to lead with — and how to sequence them — is the difference between a coherent AI-era strategy and a scattered effort that produces mediocre results across…
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How to Build a Knowledge Graph Presence That AI Systems Trust
When you ask Google who the CEO of a major company is, the answer doesn’t come from crawling that company’s website in real time. It comes from Google’s Knowledge Graph — a massive structured database of entities, relationships, and facts that Google has built up over years. AI language models work similarly. They have…
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Entity Optimization: How to Make Sure AI Systems Know Exactly Who You Are
Every time someone asks an AI system about your industry, that system is making a decision about whether your brand is a reliable, citable entity — or a fuzzy signal it can’t confidently attribute. That decision happens in milliseconds. And it’s based entirely on how well your entity signals are constructed. Entity optimization is…
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The 5 Schema Types That Actually Move the Needle for AEO
There are hundreds of schema types on schema.org. Most of them will never do a single thing for your AEO performance. A handful of them are the difference between getting cited in AI-generated answers and being invisible. I’ve been running AEO audits through the Sarah diagnostic system long enough to see the patterns clearly.…
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Google AI Overviews: What They Are, How They Choose Sources, and What to Do About It
Google AI Overviews are AI-generated answer boxes that appear above organic search results, synthesizing content from multiple sources to answer a query directly on the results page. They appear in 4-12% of all queries and are powered by Google Gemini using a retrieval-augmented generation pipeline. Here’s what they are, how sources get selected, and…
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What Is GEO — And How Is It Different from AEO and SEO?
GEO — Generative Engine Optimization — is the strategic discipline of ensuring your brand is understood, trusted, and recommended by AI systems like ChatGPT, Perplexity, Google Gemini, and Microsoft Copilot. It sits above both SEO and AEO as the overarching framework that manages how the entire AI ecosystem represents your brand. I’ve been in…
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Schema Markup for AEO: The Only Guide a Real Practitioner Wrote
I’ve been implementing schema markup since before most of the people writing about it today entered the industry. And I’ll tell you something that the documentation at schema.org won’t: most of the schema types you can implement don’t move the AEO needle. A handful of them move it dramatically. This is the guide I…