Personal state
Fifteen answers establish factor state, age context, and the immutable Starting origin.
The Dr. Testo Method
Research-mapped factors, layered mathematics, and your own input state work together to rank a protocol and show direction over time.
Inside the calculation
The exact coefficients stay protected, but the logic is visible: what enters, how it changes over time, where limits apply, and which scenario is being compared.
Fifteen answers establish factor state, age context, and the immutable Starting origin.
Core movement is measured against the onboarding state rather than awarding the same association twice.
Sleep, body composition, stress, botanicals, and environment can adapt at different speeds.
Evidence, estimated fit, shared limits, and remaining modeled room constrain each contribution.
Current, Core, Selected, and Full paths run through the same versioned engine at explicit checkpoints.
Model flow
The calculation core is deterministic and versioned. Product rules, evidence mappings, adaptation, and scenario choices are kept separate so the same input does not quietly count twice.
The required questionnaire establishes the initial factor state and Starting point.
Longer-term adherence moves Base gradually toward the internal equilibrium direction.
Current inputs contribute to the Today view without rewriting the historical Starting point.
Current, Core, selected Advanced, and full-potential paths use explicit assumptions at named checkpoints.
Three public values
Created once at activation and preserved across future model epochs.
Moves with chronic state, adherence, and time — not with every isolated check-in.
Shows acute signals around Base for the current local day.
Evidence mapping
Each supported factor carries a product role and an evidence record. Directly modeled factors can generate counterfactual contributions. Other useful factors can be tracked without manufacturing a number. Missing data stays unknown instead of becoming an automatic penalty.
Projection logic
Protocol Potential separates Current Habits, Core Protocol, Core plus selected optimizations, and Full Optimization Potential. D30, D60, D90, D180, and D365 are checkpoints on those assumptions, while Progress remains the record of real use.
Reference context
The product uses a harmonized 264–916 ng/dL healthy reference band for non-obese men aged 19–39 as a benchmark context. It is not presented as a universal laboratory range or a personal maximum. The visual display extends to 1100 ng/dL.
Healthy reference benchmark
Versioned and inspectable
The accepted numerical baseline, bundled configuration, schema, and source checkpoint are recorded separately. A new product model requires a new version, regression checks, simulations, and explicit acceptance — not a hidden marketing adjustment.
Dr. Testo keeps projected scenarios and recorded progress side by side without pretending they are the same kind of evidence.
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