Validated against real people
How accurate is CrowdProof?
We do not ask you to take our word for it. Every number on this page comes from a simulation whose outcome was scored against real survey responses, and it updates live as new validations land.
How the score is calculated
- You run a simulation and the agents settle into a final distribution of positive, neutral, and negative stances.
- You collect real responses to the same stimulus, either through a CrowdProof survey link (no signup for respondents) or your own survey tool.
- We compare the two distributions. The alignment score is 100 minus the total variation distance between them, so 100 means the simulation matched reality exactly.
The aggregate above averages that score across every validated simulation on the platform. Tagging a simulation with an industry at creation adds its validation to the per-industry breakdown. Want the receipts? Browse published case studies of individual validations.