Evidence governed audience research

SYNTHETIC AUDIENCE LAB

Builds reproducible synthetic panels from governed first party evidence, separates persona authorship from response, checks for artificial consensus, and delivers testable hypotheses with confidence bands.

When to use it

Your team wants to explore audience reactions before committing to live research or a campaign test.

Expected outcome

A focused set of hypotheses and potential objections to validate with real people, with uncertainty made visible.

Synthetic Audience Lab makes synthetic research defensible. It starts with governed first party evidence, removes direct identifiers, applies policy exclusions, and builds a panel across independent model families. The family that writes a persona does not answer as that persona. A separate audit looks for artificial agreement, results carry confidence bands, and accountable researchers decide which hypotheses deserve a live test.