Can Large Language Models Extract Customer Needs as well as Professional Analysts?

The paper investigates LLMs for extracting customer needs from reviews. Evaluations conducted with a professional marketing consulting firm. SFT LLMs imitate paraphrasing customer feedback into customer needs. LLMs trained using self-supervised and reinforcement learning methods. Marketing science community exploring LLM applications for research.