The Outreach Coach converts adversarial Blue Team detector findings into actionable editorial advice and surgical, string-level replacements that embed target links naturally within host articles. To maintain complete fidelity to the original piece, the system enforces a strict verbatim matching contract where every proposed original snippet must appear word-for-word in the draft or the edit is discarded. The engine also counts text occurrences to warn users if a matched substring appears multiple times, preventing edits from silently modifying the wrong paragraph. Meanwhile, technical link verification and dead citation pruning are offloaded to high-speed socket probes, ensuring the language model focuses solely on refining semantic context, tone, and editorial authority.