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How Synthetic Market Research Compares to Traditional Market Research
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Synthetic market research simulates an audience; traditional market research recruits one. Simulation returns a result in minutes, costs much the same whether it runs once or twenty times, and keeps an unannounced product confidential. Traditional research produces evidence from real people, which remains the standard for regulatory claims and for audiences nobody has observed before. Most teams use simulation to narrow the options and traditional research to confirm the survivors.
Where Does Synthetic Market Research Win?
Synthetic market research wins on speed, iteration, and secrecy. A team can test twenty message variants, a pricing ladder, or an unannounced restructure in an afternoon without recruiting anyone or revealing the plan. Synthetic methods also reach audiences that are expensive to recruit, such as senior policymakers and specialist clinicians.
Where Does Traditional Market Research Still Win?
Traditional market research still wins wherever the evidence has to come from named human beings: regulatory submissions, claim substantiation, sensory and usability testing, and any audience with no observable online behaviour to learn from. Traditional research also remains the benchmark that a simulation should be validated against.
How Do the Two Methods Work Together?
The two methods work together as a funnel. Simulation explores the option space cheaply and repeatedly, narrowing dozens of candidates to the few worth paying for. Traditional research then tests those few with real people, and its results become the benchmark that sharpens the next round of simulations.