Coverage & match quality
1 rating · 1 of 4 axes
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.
worked example · Labor
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.
Data availability
Fair6 of 12 characterized
Our sources have reference data on 6 of 12 listed ingredients; 6 are uncharacterized in our data — a gap, not a clean bill.
| Ingredient | What it does | Safety | Data |
|---|---|---|---|
| Fractionated Coconut Oil | Not in our sources | No data | |
| Peppermint (Mentha piperita) Oil | No flags in our sources | Referenced | |
| Spearmint (Mentha spicata) Oil | Not in our sources | No data | |
| Clove (Eugenia caryophyllus) Oil | Not in our sources | No data | |
| Cardamom (Elettaria cardamomum) Oil | Not in our sources | No data | |
| Tea Tree (Melaleuca alternifolia) Oil | No flags in our sources | Referenced | |
| Stevia Rebaudiana Leaf Extractemollientskin conditioning | emollientskin conditioning | No flags in our sources | CosIng-catalogued |
| Oregano (Origanum vulgare) Oil | Not in our sources | No data | |
| Fennel (Foeniculum vulgare) Oil | Not in our sources | No data | |
| Tocopheryl Acetate (Vitamin E) | No flags in our sources | Well-characterized | |
| Cholecalciferol (Vitamin D3) | No flags in our sources | Referenced | |
| Menaquinone-7 (Vitamin K2) | No flags in our sources | CosIng-catalogued |
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.