LLMs Reproduce Human Purchase Intent via Semantic Similarity Elicitation of Likert Ratings

Benjamin F. Maier, Ulf Aslak, Luca Fiaschi +6

Consumer research costs companies billions annually yet suffers from panel biases and limited scale. Large language models (LLMs) offer an alternative by simulating synthetic consu…