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
Fair9 of 14 characterized
Our sources have reference data on 9 of 14 listed ingredients; 5 are uncharacterized in our data — a gap, not a clean bill.
| Ingredient | What it does | Safety | Data |
|---|---|---|---|
| Aquasolvent | solvent | No flags in our sources | Well-characterized |
| Hamamelis Virginiana | Not in our sources | No data | |
| Aloe Barbadensis Left Juice | Not in our sources | No data | |
| Cetyl Stearyl Alcohol & Polysorbate 60 | Not in our sources | No data | |
| Limnanthes Alba Seed Oilskin conditioning | skin conditioning | No flags in our sources | Well-characterized |
| Glycerinperfuminghumectantdenaturant | perfuminghumectantdenaturant | No flags in our sources | Well-characterized |
| Myristyl Myristateemollientopacifyingskin conditioning | emollientopacifyingskin conditioning | No flags in our sources | CosIng-catalogued |
| Vitis Vinifera Seed Oilemollientskin conditioning | emollientskin conditioning | No flags in our sources | Well-characterized |
| Butyrospermum Parkii | Not in our sources | No data | |
| Phenoxyethanol & Caprylyl Glycol & Sorbic Acid | Not in our sources | No data | |
| Tocopheryl Acetateantioxidantskin conditioning | antioxidantskin conditioning | No flags in our sources | Well-characterized |
| Stearic Acidfragrancecleansingemulsion stabilising | fragrancecleansingemulsion stabilising | No flags in our sources | Well-characterized |
| Cocos Nucifera Oilperfumingfragrancehair conditioning | perfumingfragrancehair conditioning | No flags in our sources | Well-characterized |
| Allantoinsoothingskin conditioningskin protecting | soothingskin conditioningskin protecting | No flags in our sources | Well-characterized |