How AI Works
What Is RAG (Retrieval-Augmented Generation)?
RAG (retrieval-augmented generation) is the engine behind AI search. What it is, how it works, and how to be the content that gets retrieved and cited.
GEO Toolbox · Blog
How AI Works
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Articles
How AI Works
Content Chunking: What It Means and What Google Says to Skip
Content chunking is a real RAG-pipeline concept and a shaky SEO tactic. What Google's AI guide says to skip, and what page structure still earns citations.
How AI Works
What Are Vector Embeddings? How They Shape What AI Search Cites
Vector embeddings explained for SEOs: how AI search engines turn content into vectors, retrieve passages by similarity, and what you can actually optimize.