The Blue Team detector acts as an adversarial filter by evaluating candidate drafts against publisher context to distinguish artificial 'money links' from organic reference citations. When a target link is caught, the detector outputs a structured payload containing the flagged URL, anchor text, and surrounding sentence alongside explicit explanations for why the placement felt contextually forced or overly commercial.