no black box
We don't rate products ourselves. We collect what each public rater already says, put every scale on common ground, and keep the disagreements visible instead of averaging them away.
Collect each rater's own score
Every source keeps its native verdict for this product. We never invent a score for an axis a source didn't measure.
Normalize to 0–100, higher = better
Raters can use different scales and directions: some where a low number means safe, some where a high one does. We map them all onto one 0–100 axis and flip the ones that run backwards so the numbers are finally comparable.
Average per axis, but keep the spread
Scores on the same axis become one representative number (their mean). When raters split by 20+ points we flag it and keep every rater's number. A disagreement is never blended into silence.
Your weights make the overall
The ring is the weighted average of the four pillars using your weights. It's computed fresh every time and never stored, so there's no hidden “objective” default.
Tune your weights
composite recomputes live
+No rater covers this axis for this product, so its weight can't move the score.
No rater covers this axis for this product, so its weight can't move the score.
No rater covers this axis for this product, so its weight can't move the score.
No rater covers this axis for this product, so its weight can't move the score.
Data availability
Fair13 of 24 characterized
Our sources have reference data on 13 of 24 listed ingredients; 11 are uncharacterized in our data — a gap, not a clean bill.
| Ingredient | What it does | Safety | Data |
|---|---|---|---|
| Tapioca Starchviscosity controlling | viscosity controlling | No flags in our sources | Well-characterized |
| Coconut Oil | No flags in our sources | Well-characterized | |
| Distilled Water | Not in our sources | No data | |
| Shea Butter Virgin | Not in our sources | No data | |
| Sodium Bicarbonateabrasivebufferingdeodorant | abrasivebufferingdeodorant | No flags in our sources | Well-characterized |
| Rosewater | Not in our sources | No data | |
| Witch Hazel USP | Not in our sources | No data | |
| Cocoa Butter | No flags in our sources | Well-characterized | |
| D Alpha Tocopherol | Not in our sources | No data | |
| Jojoba Oil | Not in our sources | No data | |
| Honeysuckle Extract | Not in our sources | No data | |
| Magnesium Hydroxideabsorbentbuffering | absorbentbuffering | No flags in our sources | Well-characterized |
| Eucalyptus Radiata Leaf/Stem Oilperfumingfragrance | perfumingfragrance | No flags in our sources | CosIng-catalogued |
| Mentha Piperita Leaf Oil | Not in our sources | No data | |
| Citrus Reticulata Leaf Oilperfumingfragranceskin conditioning | perfumingfragranceskin conditioning | No flags in our sources | Referenced |
| Activated Charcoal | Not in our sources | No data | |
| Citrus Aurantium Bergamia Peel Oil | No flags in our sources | Referenced | |
| Salvia Sclarea Oilfragrancetonic | fragrancetonic | No flags in our sources | CosIng-catalogued |
| Cymbopogon Citratus Oil | Not in our sources | No data | |
| Melaleuca Alternifolia Leaf Oilperfumingantioxidant | perfumingantioxidant | No flags in our sources | CosIng-catalogued |
| Thymus Vulgaris Oilperfumingfragrance | perfumingfragrance | No flags in our sources | CosIng-catalogued |
| Lavandula Angustifolia Oilfragrancetonic | fragrancetonic | No flags in our sources | CosIng-catalogued |
| Rosmarinus Officinalis Oil | Not in our sources | No data | |
| Eugenia Caryophyllus Leaf Oilperfumingfragrancetonic | perfumingfragrancetonic | No flags in our sources | Referenced |
Where this came from
Cruelty-free status recorded from leapingbunny.org ↗
Researched facts on Greenlens always carry the page that stated them — nothing is inferred from a model's memory.