A score is a starting point for a decision.
What does product health measure?
Product health combines available formula, market, consumer, evidence, price, differentiation, economics and claims-screening measures. It is an internal prioritization model, not a clinical or regulatory assessment.
What happens when data is missing?
The model reweights available components instead of treating missing measurements as zero. Coverage falls, making the uncertainty visible. A high score with low coverage should trigger investigation before investment.
Why show the component scores?
Two products can have the same aggregate score for different reasons. Component values and source references let an analyst identify the actual question: incomplete formula data, recurring consumer complaints, unclear positioning or missing unit economics.
How should a team use the result?
Read the coverage first. Inspect the source-backed components. Review any QA issues. Then choose a next step that reduces uncertainty. Commercial decisions should incorporate your own customer and financial evidence.
Methodology source
This article describes the platform’s configurable scoring model. It makes no market-wide statistical or scientific efficacy claims.