Working Paper

Using LLMs for Market Research

James Brand

Microsoft

Ayelet Israeli

Harvard Business School

Donald Ngwe

Microsoft

Nov 12, 2025

Uses Open AI’s baseline GPT-3.5 Turbo for conjoint studies to simulate willingness to pay for household products and computers, replicating findings for existing features and accurately predicting WTP for new features after demographic fine-tuning.

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