LLM consumer simulation Do LLMs Truly Understand Consumers? Benchmarking Social Intelligence Beyond Technical Metrics Explore the ConsumerSimBench study revealing a significant gap between LLMs' technical prowess and their ability to accurately predict nuanced consumer reactions in real-world social discourse.