METHODOLOGY6 min read
Why Synthetic Panels Don’t Work for Market Research
AI can imitate a customer. It cannot be one. Here is why simulated respondents keep failing the one job research exists to do.
September 2, 2026Read →
THE SPILLBILL BLOG
Plain writing on market research, consumer insight, and building products people actually want. No jargon, no fluff, just what we have learned asking real people real questions.
AI can imitate a customer. It cannot be one. Here is why simulated respondents keep failing the one job research exists to do.
Most teams do research once, at the start, then never again. That is the mistake that quietly kills good products.
One is free and fast. The other actually answers your question. Knowing when to reach for each will save you a lot of money and a few bad decisions.
“The Indian consumer” is not a person. It is a headline that hides about a dozen different markets, and the average is where good insight goes to die.