Every claim starts with a measurable endpoint.
Colour, water resistance, and smudge behaviour are captured using colorimetry and imaging rather than relying on visual assessment alone, producing measurable, comparable data across products and time points.
Every assessment is designed around defined time points, from immediate post-application through extended wear, so longevity claims are backed by data at the specific hour mark being claimed.
Water resistance and colour retention can be benchmarked head-to-head between products (e.g., % Water Proof Retention), supporting comparative and competitive claims.
Stability testing, compatibility and PAO studies, and microbiome analysis (gene sequencing, 16S/ITS metagenomics) are available to support broader formulation and "microflora-friendly" claims.