The Blue Team evaluates the drafted article blindly without knowing the target URL in advance, simulating how human editors and search algorithms scrutinize sponsored content. It categorizes external links into high-authority filler citations versus commercial money links by analyzing contextual relevance, anchor naturalness, and destination domain authority. If the model identifies the client's destination as the primary promotional placement, the draft fails detection and is folded rather than approved for the library.