The Blue Team detector executes a zero-temperature evaluation of the draft without prior knowledge of the true target URL, using an adversarial rubric to separate commercial money links from natural filler links pointing to authoritative brands. Operating with structured JSON output via blue_schema, it analyzes anchor text context, placement naturalness, and destination URL characteristics relative to the publisher's domain. If the detector flags the client's URL as the primary commercial placement, the draft is folded alongside the detector's specific reasoning; otherwise, the undetected draft is approved and saved to the library.