From Public Posts to AI-Search Citations: Measuring the Fragility of AI Search

The research investigated how ordinary web publications can become inputs for AI search answers through a Retrieval-Augmented Generation (RAG) pipeline. It found a 'citation-governance gap' where frequently cited domains have low publication barriers, allowing new publishers to gain visibility in AI search results simply by posting content on those platforms.

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