Coverage & match quality
3 ratings · 2 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
Flagged 2 of 21 ingredients: 1 restricted.
Starts at 100; 20 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. The strict and lenient lenses read the same list and land 4 points apart. See what each one flags, and what it costs.
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.
Data availability
Robust21 of 21 characterized
Our sources have reference data on all 21 listed ingredients.
| Ingredient | What it does | Safety | Data |
|---|---|---|---|
| Waterantiplaqueskin conditioningsolvent | antiplaqueskin conditioningsolvent | No flags in our sources | Well-characterized |
| Butylene Glycolfragrancehumectantskin conditioning | fragrancehumectantskin conditioning | No flags in our sources | Well-characterized |
| Calcium Sodium Borosilicatebulking | bulking | No flags in our sources | CosIng-catalogued |
| Silicaabrasiveabsorbentanticaking | abrasiveabsorbentanticaking | No flags in our sources | Well-characterized |
| Niacinamidesmoothing | smoothing | No flags in our sources | Well-characterized |
| Dipropylene Glycolperfumingfragrancesolvent | perfumingfragrancesolvent | No flags in our sources | Well-characterized |
| Glycerinperfuminghumectantdenaturant | perfuminghumectantdenaturant | No flags in our sources | Well-characterized |
| Dipentaerythrityl Hexa C5-9 Acid Estershair conditioningplasticiserskin conditioning | hair conditioningplasticiserskin conditioning | No flags in our sources | CosIng-catalogued |
| Coco-Caprylate/Caprateemollientskin conditioning | emollientskin conditioning | No flags in our sources | CosIng-catalogued |
| Pentylene Glycolskin conditioningsolvent | skin conditioningsolvent | No flags in our sources | Well-characterized |
| Diamond Powderabrasive | abrasive | No flags in our sources | CosIng-catalogued |
| Tapioca Starchviscosity controlling | viscosity controlling | No flags in our sources | Well-characterized |
| Hydrolyzed Sodium Hyaluronateskin conditioning | skin conditioning | No flags in our sources | CosIng-catalogued |
| Cetearyl Olivatehair conditioning | hair conditioning | No flags in our sources | Well-characterized |
| Caprylyl Glycolemollientdeodoranthair conditioning | emollientdeodoranthair conditioning | No flags in our sources | Well-characterized |
| Ammonium Acryloyldimethyltaurate/VP Copolymerviscosity controlling | viscosity controlling | No flags in our sources | Well-characterized |
| Sorbitan Olivatesurfactant - emulsifying | surfactant - emulsifying | No flags in our sources | Well-characterized |
| Micacolorantanticakingopacifying | colorantanticakingopacifying | No flags in our sources | Well-characterized |
| Sodium Polyacrylatefilm formingemollientabsorbent | film formingemollientabsorbent | No flags in our sources | Well-characterized |
| Phenoxyethanolpreservativeantimicrobial | preservativeantimicrobial | Mild sensitizer for some· flagged by 1 of 9raters disagree | Referenced |
| Titanium Dioxideuv filteruv absorbercolorant | uv filteruv absorbercolorant | ANSES CMR-listed· flagged by 5 of 9raters disagree | 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.