Skincare, with a paper trail

Every claim deserves a closer look.

A promise on a bottle is a starting point. Verdict connects study planning, YouCam skin measurements and a clear record of what the data can tell you.

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Inside an evidence reviewSample study

The promise

“Visibly fewer breakouts in just 14 days : for every Indian skin tone.”
Does it make a difference?Supported
Does it meet the deadline?Partly supported
Who does the data represent?Partly supported
Read the evidence

Fictional product. Simulated participants. This example shows the workflow, not real product efficacy.

One headline. Four questions.

01Effect02Timeframe03Magnitude04People
The workflow

A clear path
through the questions.

Keep the original claim, the assumptions and the readout connected. Nothing disappears behind a headline score.

Walk through a sample study
01

Define the promise

Enter a claim and ingredients. Wording checks identify phrases that need a closer review.

02

Plan what to measure

Inspect proposed endpoints, timing, recruitment targets and budget. Qualified review comes before real research.

03

Keep a consistent record

Guided capture, routine check-ins and YouCam scores connect repeated observations over time.

04

Read every part of the result

Compare study arms and inspect the effect, deadline and represented groups. Missing evidence stays visible.

For skincare teams

The detail behind
the before and after.

Open Brand Studio

Breakout scores over time

Simulated cohort
Product groupUsual routine
0+5+10Week 1: product +0.1, control 0.64; difference -0.54 (p=0.4608)Week 2: product +1.62, control 0.39; difference 1.23 (p=0.0933)Week 3: product +3.66, control 0.39; difference 3.27 (p=0.0001)Week 4: product +5.72, control 0.5; difference 5.22 (p=0)Week 5: product +6.77, control 0.98; difference 5.79 (p=0)Week 6: product +7.46, control 0.71; difference 6.75 (p=0)Week 7: product +7.99, control 1.04; difference 6.95 (p=0)Week 8: product +7.93, control 1.45; difference 6.48 (p=0)basew1w2w3w4w5w6w7w8
+6.5pts

Difference vs control at week 8

AI appearance scores, not clinical outcomes

A comparison with context

See how the product group changes against the usual-routine group, with uncertainty alongside the estimate.

People, not just averages

Inspect exploratory subgroup results. Small or missing groups cannot support a promise about everyone.

An illustration you can inspect

Skin Simulation blends are measured again by Skin Analysis. Read the log and any mismatch, rather than assume the image predicts a real outcome.

Your personal record

The whole story,
one check-in at a time.

Baseline

A consistent starting point

Record your routine and first measurements.

Weekly check-in

Notice what changes

Keep symptoms and circumstances with the scores.

Review

See the trend in context

An image cannot explain the cause of a flare.

Illustrative workflow. Personal trends do not establish product efficacy.

For you and your skin

Less guessing.
A better record.

Track a product you already own, or explore the sample study experience. Keep your photos, routine and changes together in your own workspace.

  • Guided capture for more consistent photos
  • Symptoms stay visible beside the trend
  • Separate consent for contributing to research
  • Export your data or delete your account
Create your account

Adults only. Product fulfillment and rewards are not currently available.

Built on YouCam

Each API has a job.

Capture, measure, compare. The integration sits inside a research workflow with inspectable assumptions.

Camera KitGuided capture
Skin Analysis v2.1Appearance scores and spatial masks
Fitzpatrick analyzerAn exploratory profile input
Skin SimulationIllustrations with measurement logs
An open notebook

The limits belong
in the picture.

A correct calculation is only one part of good evidence. Our capture experiment used a synthetic face. Human validation, an independently reviewed protocol and a supervised pilot come next.

Read the methodology Privacy and consent
Claim on trial · final
Sample data · simulated cohort
Lumen Lab · Clear Days Serum : 2% Salicylic + 4% Niacinamide
Partly supported
“Visibly fewer breakouts in just 14 days : for every Indian skin tone.”
Example readout from a simulated cohort
  • Effect
    Breakouts
    Supported

    Breakouts improved 6.5 points vs. usual routine at week 8 (95% CI 4.5 to 8.5, p<0.001).

  • Timeframe
    Breakouts
    Partly supported

    Not significant at 14 days (week 2: +1.2, p=0.093). An unadjusted weekly comparison crossed the threshold at week 3; this does not confirm onset.

  • Skin tones
    Breakouts
    Partly supported

    Supported for Fitzpatrick III, IV, V–VI. Untested: I–II (n=4): "every skin tone" needs evidence there too.

What the evidence lets you say
AI-measured breakouts scores improved at week 8: tested on Fitzpatrick III–VI skin.*

*With a substantiation footnote naming the study (shown in the full report).

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the evidence.

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