In digital marketplaces, recommender engines are shifting from click-chasing to delivering real value, relying on stronger signals like trust, social networks, and sustained user satisfaction. Scaling meaningful engagement is difficult and frequently targeted by bad actors, so the true advantage lies in models that reward lasting value instead of fleeting attention. #Recommenders #LongTermValue #Trust #AI #ProductDesign