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 15 ingredients.
Starts at 100; 15 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 32 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.
No rater covers this axis for this product, so its weight can't move the score.
Data availability
Good12 of 15 characterized
Our sources have reference data on 12 of 15 listed ingredients; 3 are uncharacterized in our data — a gap, not a clean bill.
| Ingredient | What it does | Safety | Data |
|---|---|---|---|
| Methyl Trimethiconehair conditioningskin conditioningsolvent | hair conditioningskin conditioningsolvent | No flags in our sources | CosIng-catalogued |
| Tetrahexyldecyl Ascorbateantioxidantskin conditioning | antioxidantskin conditioning | No flags in our sources | CosIng-catalogued |
| Cyclopentasiloxaneemollienthair conditioningskin conditioning | emollienthair conditioningskin conditioning | Persistent / bioaccumulative· flagged by 1 of 9raters disagree | Referenced |
| Trimethylsiloxysilicateemollientantifoamingskin conditioning | emollientantifoamingskin conditioning | No flags in our sources | CosIng-catalogued |
| Ascorbyl Glucosideantioxidant | antioxidant | No flags in our sources | CosIng-catalogued |
| Ascorbic Acidfragranceantioxidantbuffering | fragranceantioxidantbuffering | ANSES endocrine candidate· flagged by 1 of 9raters disagree | Referenced |
| Alpha-Arbutinantioxidantbleachingskin conditioning | antioxidantbleachingskin conditioning | No flags in our sources | CosIng-catalogued |
| Phyllanthus Emblica Fruit Extracthumectantskin conditioning | humectantskin conditioning | No flags in our sources | CosIng-catalogued |
| Arctostaphylos Uva Ursi Leaf Extractskin conditioning | skin conditioning | No flags in our sources | CosIng-catalogued |
| Acetylated Polyglycerols | Not in our sources | No data | |
| Citrus Limon Oil | Not in our sources | No data | |
| Tocopheryl Acetateantioxidantskin conditioning | antioxidantskin conditioning | No flags in our sources | Well-characterized |
| Ubiquinoneantioxidantskin conditioning | antioxidantskin conditioning | No flags in our sources | CosIng-catalogued |
| Phenoxyethanolpreservativeantimicrobial | preservativeantimicrobial | Mild sensitizer for some· flagged by 1 of 9raters disagree | Referenced |
| Vitamin C Brightening Serum | Not in our sources | No data |