Market Research in Pharma: Where Generative AI Actually Helps (and Where It Doesn’t)
Pharmaceutical companies have always depended on rigorous market research to understand how physicians prescribe, how patients experience disease, and how payers make coverage decisions. That dependence hasn’t changed — but the tools available to conduct market research pharma teams rely on have shifted considerably. Generative AI in pharma is now part of the insights conversation, from summarizing hundreds of physician interviews in minutes to generating synthetic respondent data when real fieldwork is slow or expensive. For commercial insights leaders, the question isn’t whether to engage with this technology, but where it adds genuine value and where it introduces risk that a regulated industry can’t easily absorb. Why Pharma Market Research Looks Different From Other Industries Unlike consumer market research, Market research pharma insights work operates inside a web of compliance constraints: interactions with healthcare professionals are subject to anti-kickback and promo...