AI RESEARCH

Sell More, Play Less: Benchmarking LLM Realistic Selling Skill

arXiv CS.CL

ArXi:2604.07054v1 Announce Type: new Sales dialogues require multi-turn, goal-directed persuasion under asymmetric incentives, which makes them a challenging setting for large language models (LLMs). Yet existing dialogue benchmarks rarely measure deal progression and outcomes. We