Most ‘AI optimization’ wins are just technical-debt cleanup

Many AI‑optimization gains come from cleaning up years of technical and content debt. Retrieval systems penalize buried, duplicated or script‑dependent content — start by fixing architecture, consolidation, headings, internal linking and exposure of key answers.

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