Coverage & match quality
2 ratings · 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 · Ingredient safety
Greenlens Ingredient Scan
Independent · EU regulatory reference
No EU-regulated hazards recognized among 17 ingredients.
Starts at 100; 17 other ingredients carried no recognized regulated hazard. Absence of a flag means no regulated hazard was recognized — not proof of safety. This is one lens; see where raters disagree above.
Why this score
Every ingredient, under all three lenses
The Scan is one opinion. See how the strict and lenient lenses read the same list, ingredient by ingredient.
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
Robust15 of 17 characterized
Our sources have reference data on 15 of 17 listed ingredients; 2 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 |
| Salix Nigra Bark Extractskin protecting | skin protecting | No flags in our sources | CosIng-catalogued |
| Glycerinperfuminghumectantdenaturant | perfuminghumectantdenaturant | No flags in our sources | Well-characterized |
| Leuconostoc/Radish Root Ferment Filtrateantimicrobialanti-seborrheic | antimicrobialanti-seborrheic | No flags in our sources | CosIng-catalogued |
| Niacinamidesmoothing | smoothing | No flags in our sources | Well-characterized |
| Probiotics | Not in our sources | No data | |
| Gluconolactonechelatingskin conditioning | chelatingskin conditioning | No flags in our sources | Well-characterized |
| Sodium Bicarbonateabrasivebufferingdeodorant | abrasivebufferingdeodorant | No flags in our sources | Well-characterized |
| Calcium Pantothenateantistatichair conditioning | antistatichair conditioning | No flags in our sources | Well-characterized |
| Sodium Hyaluronatehumectantskin conditioning | humectantskin conditioning | No flags in our sources | Well-characterized |
| D-Panthenol | No flags in our sources | Well-characterized | |
| Beta-Glucanskin conditioning | skin conditioning | No flags in our sources | CosIng-catalogued |
| Ganoderma Lucidum Extractskin protecting | skin protecting | No flags in our sources | CosIng-catalogued |
| Polygonum Aviculare Extractemollient | emollient | No flags in our sources | CosIng-catalogued |
| Marrubium Vulgare Extractsoothingskin conditioning | soothingskin conditioning | No flags in our sources | CosIng-catalogued |
| Galactooligosaccharideshumectantskin conditioning | humectantskin conditioning | No flags in our sources | CosIng-catalogued |
| Apple Cider Vinegar | Not in our sources | No data |