This paper shows that you can predict actual purchase intent (90% accuracy) by asking an off-the-shelf LLM to impersonate a customer with a demographic profile, giving it a product image & having the AI give its impressions, which are then compared to reference statements by similarity.
No fine-tuning or training required & it beat classic machine learning methods for predicting customer interest.