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AI Search, GEO & AEO

Retrieval-Augmented Generation (RAG)

A technique AI systems use to improve accuracy by retrieving relevant, up-to-date content from external sources — websites, documents, databases — before generating a response, rather than relying only on what the model memorised during training. RAG is why fresh, well-structured content increases citation chances.

Why it matters

It's the mechanism behind most AI Overviews and chat-with-search features — content the retrieval step can actually find and parse is the content that gets cited.

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