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Retrieval and RAG

What is Web grounding?

The use of web results to support an answer

Web grounding connects generation to pages retrieved in real time. It reduces exclusive reliance on model memory and may produce visible links or citations.

What Web grounding means in GEO

In a RAG pipeline, publishing is not enough. A page must be discoverable, enter the candidate set and survive reranking.

Why it matters

Check that bots, rendering, metadata and main content are accessible without steps that block retrieval.

What to check in practice

Identify the stage where the source disappears: access, initial retrieval, reranking, generator context or citation selection.

How it connects to other concepts

Web grounding belongs to retrieval and rag. It is best analyzed alongside related terms because AI visibility depends on several stages and signals rather than one isolated optimization.

Common mistake

Blaming final copy when the document never reached the model that writes the answer.

Turn these concepts into metrics

Bee LLM tracks mentions, citations, position, sentiment and competitors across major AI engines.

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