Purchase intent measurement

Synthetic consumer panels are typically validated by agreement with human survey answers, not real-world outcomes

BluePill AI's Jeetendra Gangele says validation in the category shows twins reproducing what people say, while evidence that they predict what people buy stays thin. Brands are already querying models in place of six-week, six-figure studies.