Methodology

How we score.

Two kinds of numbers, two different jobs: a Health Score that measures a product’s formula, and a Skin Score that measures your skin, day by day. Here’s exactly how we arrive at both.

What we measure

The formula. And your face.

A product can be perfectly formulated and still not move the needle for you. That’s why Sivona scores both sides: what you put on your skin, and what your skin does next.

H

Health Score

A formula rating, 0–100, matched to yourskin. It evaluates ingredient safety, formulation quality, and regulatory standing across nine signals, then weighs the result against your skin type, concerns, and sensitivities — a 95 means a great match for you, and the analysis says why.

S

Skin Score

A reading of your skin, 0–100. Each face scan scores four metrics — hydration, smoothness, calmness, and clarity — zone by zone, plus an estimated skin age. It’s a trendline, not a diagnosis.

Verdicts

Plain-English calls.

Product scores land on a 0–100 scale, and every scan gets a plain-English verdict so you don’t have to interpret the number yourself.

80+
Excellent
50–79
Good
<50
Watch out
Nine signals

Every scan, no black box.

Each product is evaluated across nine signals. Every flag comes with a written reason and, where it exists, a link to the study behind it.

Skin type match

How well the formulation fits oily, dry, combination, sensitive, or normal skin.

Active ingredients

Presence of proven actives — retinoids, niacinamide, vitamin C, AHAs/BHAs, peptides, ceramides.

Comedogenicity

Pore-clogging risk on an evidence-based 0–5 scale, weighted by INCI position.

Sensitivity flags

Irritation potential — harsh surfactants, essential oils, and known sensitizers, cross-checked against your profile.

Fragrance load

From truly fragrance-free to multiple synthetic compounds. “Parfum” is never treated as safe by default.

Allergen disclosure

Declared EU allergens and undisclosed blends — and whether the label tells you the whole story.

Microplastics

Synthetic polymers that persist in water systems, flagged when they appear in the formula.

Endocrine disruptors

Ingredients with regulatory or peer-reviewed evidence of hormonal activity.

Evidence quality

How strong the science is behind each call — we tell you when the evidence is thin.

Ingredient analysis

Every ingredient. Classified.

We don’t just score the product — we break down the INCI list and tell you what each ingredient does, whether it’s a concern, and why.

Good

Beneficial for skin. Proven actives, soothing agents, and well-tolerated base ingredients.

Okay

Neutral or standard cosmetic ingredients. Emulsifiers, thickeners, and preservatives within safe concentrations.

!

Warning

Potentially irritating or comedogenic for some skin types. Certain fragrances, essential oils, and moderate comedogens.

×

Flagged

Known irritants, high-risk comedogens, or ingredients your profile specifically marks as unsafe. We explain exactly why.

The face scan

Four metrics, one photo.

Each scan is analyzed for hydration, smoothness, calmness, and clarity — each scored 0–100 with a status of needs care, watch, or on track. Zones that need attention are flagged by name, and every scan includes an estimated skin age. Consistency matters more than perfection: same light, same angle, five seconds. The value is the trendline, compared scan over scan — not any single day’s number, and never a medical diagnosis.

Transparency

What we disclose.

We believe you should know how your scores are generated, and what our limits are. No black boxes.

AI-powered analysis

Scores are generated by an AI system trained on cosmetic chemistry principles and regulatory data. Not a substitute for a dermatologist.

Open ingredient database

Barcode scans pull from Open Beauty Facts, a community-maintained database. We supplement with our own OCR when the label is available.

Profile improves over time

Your results get more accurate as you scan more products and check in daily. We infer your skin profile from patterns, not a quiz.

No brand influence

0% of our revenue comes from brands. No sponsored placements, no affiliate deals, no “preferred partner” arrangements. We score what we see.