A review of 51 peer-reviewed studies reveals that labour abuse in the seafood industry is a structural feature, not an isolated scandal. Drivers include overfishing, competitive market pressures, and weak governance. Current solutions like ecolabels and voluntary pledges are failing to protect workers.