How Our Tools Are Built

Each tool is built on established biomarker research and validated scoring frameworks - not generic wellness quizzes. We weight factors based on effect size from published studies, cross-validated with longevity biomarker data.

Results are educational assessments, not medical diagnoses. They are designed to help you identify areas for improvement and have more informed conversations with your healthcare team.