Mechanism Design for Generative Engines: From Exploitation toward Win-Win Outcomes

Chen Xu, Zitian Guo, Chenyan Xiong

Generative engines are reshaping the web ecosystem by making citations a key mechanism for allocating attention, attribution, and downstream value. This creates a strategic tension…