All respondents and data on AskYourMarket are synthetic (AI-generated) and are not real people. Results are directional and intended for early-stage exploration, not a replacement for primary research.

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Research

Published work on how synthetic respondents line up against real survey samples. Each entry lists its source, sample size and accuracy measure.

How Accurate Is Synthetic Market Research? We Tested AskYourMarket Against Pew Research

We ran a controlled benchmark comparing 100 AskYourMarket synthetic respondents against Pew Research Center's nationally representative survey of 5,119 U.S. adults on public attitudes toward AI (fielded February 2026).

Source
Pew Research Center
Sample
N = 5,119
Accuracy
7.5
Published
9/10/2026
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