LLMAdBench: A Human Preference Benchmark for Advertising in LLM Responses

Rui Ai, Yuqing Liu, Sitao Qiu +14

Inserting advertisements (ads) into consumer-facing LLM output is emerging as a new business model, but there is little shared evidence on how such ad insertion should be evaluated…