Executive Takeaway Generative AI does not validate a market, prove product-market fit or determine whether customers will pay. It can, however, help leaders test assumptions faster and more rigorously: mapping markets, identifying competitors, preparing customer discovery, challenging business models and defining the next cheapest experiment. Used with verified sources and real customer evidence, AI can help organizations learn before they spend. Generative AI for Market Rese