When Synthetic Users Fail: A Cross-Domain Benchmark of LLM-Simulated Human Survey Responses

Zihan Chen, Di Zhu, Lei Nico Zheng

Large language models (LLMs) are increasingly used as synthetic users, stand-ins for human respondents whose simulated answers feed product, policy, and market decisions. We ask wh…