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
Limited2 of 24 characterized
Our sources have reference data on 2 of 24 listed ingredients; 22 are uncharacterized in our data — a gap, not a clean bill.
| Ingredient | What it does | Safety | Data |
|---|---|---|---|
| Propylene Glycol 1 | Not in our sources | No data | |
| Waterantiplaqueskin conditioningsolvent | antiplaqueskin conditioningsolvent | No flags in our sources | Well-characterized |
| Sodium Stearate 1 | Not in our sources | No data | |
| Propanediol 1 | Not in our sources | No data | |
| Diatomaceous Earth 3 | Not in our sources | No data | |
| Fragrance | No flags in our sources | Referenced | |
| Silica 3 | Not in our sources | No data | |
| Saccharomyces Ferment Filtrate 2 | Not in our sources | No data | |
| Aloe Barbadensis Leaf Juice 1 | Not in our sources | No data | |
| Opuntia Ficus Indica Seed Oil 1 | Not in our sources | No data | |
| Lactobacillus Ferment 2 | Not in our sources | No data | |
| Cocos Nucifera Fruit Extract 1 | Not in our sources | No data | |
| Cereus Grandiflorus Flower Extract 1 | Not in our sources | No data | |
| Kaolin 3 | Not in our sources | No data | |
| Tapioca Starch 1 | Not in our sources | No data | |
| Glycerin 1 | Not in our sources | No data | |
| Sorbitan Stearate 1 | Not in our sources | No data | |
| Stearyl Alcohol 1 | Not in our sources | No data | |
| Ethylhexylglycerin 1 | Not in our sources | No data | |
| Caprylyl/Capryl Glucoside 1 | Not in our sources | No data | |
| Polyglyceryl-10-Caprylate 1 | Not in our sources | No data | |
| Polyglyceryl-5 Oleate 1 | Not in our sources | No data | |
| Glyceryl Caprylate 1 | Not in our sources | No data | |
| Sodium Cocoyl Glutamate 1 | Not in our sources | No data |