Terms of Service & Demographic Modeling Disclaimers

Educational & Analytical Use Mandate

By accessing and using DatingStandardsTest, you acknowledge that all calculations, match percentages, candidate estimates, and reality check ratings are mathematical simulations derived from generalized population statistics. They do not constitute personalized psychological, relational, or marital counseling.

Intellectual Property, Attribution & Public Domain Data Rights

Underlying demographic distributions provided by the U.S. Census Bureau and the Centers for Disease Control and Prevention (CDC) are works of the United States federal government and reside in the public domain.

The proprietary software implementation, reactive user interface, mathematical copula algorithms, visual asset design, and brand identity of DatingStandardsTest are protected by copyright law. You may freely share screenshots, downloaded 1200x675 summary cards, and URL calculation results on social media with standard attribution.

For inquiries or methodology reviews, visit our about and methodology page.