DEJAN's outreach pipeline runs an adversarial simulation where a Red Team agent drafts realistic, grounded off-site articles containing client target links alongside natural supporting citations. A blind Blue Team detector then inspects the draft without prior knowledge of the target to identify and flag unnatural paid placements. Drafts that evade detection are checked against strict co-link policies and validated for link liveness before being stored in the content library, while failed attempts are automatically folded.