Generative Engine Optimization
Agentic Resource Discovery is an early draft for how AI agents find and verify tools, APIs, MCP servers and other agents. This guide turns the spec into an SEO preparation checklist.
Agentic Resource Discovery: What Google and Microsoft’s Draft Spec Means for SEO Read More »
Learn how query fan-out changes keyword research for AI search, including prompts, entities, clusters, and a practical workflow for answer engines.
How Query Fan-Out Changes Keyword Research for AI Search Read More »
Build AI-search content around the buying moments that make users ask category-level questions before they search for a brand.
Category Entry Points for AI Search: How to Build Content Around Buying Moments Read More »
Rank and AI citation are now separate visibility systems. A page can hold a strong Google ranking and still be absent from AI-generated answers; another page can be cited by ChatGPT, Perplexity, Gemini, or Google AI Overviews without owning the classic blue-link position. Direct answer: rank vs AI citation Rank measures where a URL appears
Rank vs AI Citation: Why SEO Teams Need Separate Visibility Metrics Read More »
AI search source selection is not magic. Pages need to be discoverable, relevant, clear, trusted, and easy to cite inside a generated answer.
How AI Search Engines Choose Sources: Citations, Retrieval, and Trust Signals Read More »
AEO, GEO, and SGO are layers of the same visibility system. The right priority depends on whether your problem is answers, citations, or operating discipline.
AEO vs GEO vs SGO: Which Optimization Layer Matters First? Read More »
GEO does not replace SEO. It extends SEO into answer engines where retrieval, summarization, and citation quality matter as much as rankings.
GEO vs SEO: What Changes When AI Engines Answer the Query? Read More »
Claude visibility may depend on Brave Search for some web-grounded answers. Here is how SEO, GEO, and SGO teams should test prompts, rankings, and citations.
Claude Visibility and Brave Search: What SEOs Should Test Now Read More »
AI search citations favor sources that are clear, trusted, structured, current, and easy to reuse. Here are the patterns GEO teams should copy.
What the Most-Cited AI Search Sources Have in Common Read More »
Microsoft Web IQ signals that AI grounding is becoming an infrastructure layer. Here is what SEO teams and publishers should audit now.
