Skincare Label Clarity Standard
An open 10-point framework for evaluating whether a skincare product page clearly presents identity, ingredients, directions, cautions, and claims.
Open research
Skincare label research built to be inspected.
Droplet publishes its scoring method, row-level evidence, exclusions, and limitations so readers, journalists, search engines, and AI systems can verify what each finding means.
What does Droplet research?
Droplet studies how clearly skincare product pages communicate label-level information. The work measures disclosure clarity, not product safety, efficacy, quality, or regulatory compliance.
Skincare Label Clarity Index 2026 pilot
Row-level scores, source evidence, exclusions, and aggregate findings for 27 US skincare product pages across 11 brands.