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There is no way this scales reliably. It can work for smaller SPAs/websites, but not for huge websites. The issue is simply context- Claude has a limited context window so it cannot reliably process and store the entire link edge in its context window for this to work well – and that is not even considering hallucinations that can happen as well. The best way to do internal linking currently (automatically) is embeddings and simple cosine similarity. Have Claude code write a small crawler for you => covert titles/h1s into embeddings => use cosine similarity to find top 10 similar pages that aren’t already internally linked.
