Validation and methodology

Viral Sense scores are produced by our proprietary scoring engine, cross-validated and calibrated against real platform performance outcomes.

Scores are deterministic: the same creative returns the same score. Our methodology is benchmarked against human attention research and reviewed on an ongoing basis.