When given a conjoint-style survey, GPT-3 generated estimates of WTP for fluoride toothpaste and deodorizing toothpastes that were close to the figures reported in previous studies. It also demonstrated substitution patterns expected from real consumer choice data, adjusting its choices based on the prices and attributes of the products.