Methodology Last updated · April 2026

No black boxes.
Every score shows
its working.

GreenStar is an estimate, not an audit. Scores come from public sustainability reports, financial filings, and other reputable public sources. This page is the full scoring logic, including the exact weights we apply.

The formula

Sixty-forty.
By design.

Product signals get the larger share because they reflect what you're actually buying. Brand performance modulates, so a good product from a weak brand doesn't score the same as one from a brand doing the work.

0.6×
Product
Materials · Transport · Completeness
+
0.4×
Brand
7 components · equal weight
=
Score
Out of 5.0
Where the weights come from

An opinionated starting point. Published openly. Updated with data.

The 60/40 split and the 7-component weights aren't pulled from a regression. They're informed-judgement calibrations designed by our founding sustainability specialist (who works in commodity ESG ratings at S&P Global) and our founder (formerly Morgan Stanley, Fixed Income ESG Strategy & Research).

We believe opinionated-and-published beats black-box-and-hidden. If an expert disagrees with a specific weight, we'd genuinely like to hear it. Post-MVP, we'll empirically calibrate against expert panels and observed behavioural data, and publish the update.

See the calibration method
Product
Brand
The 7 brand components

Seven equal
vectors.

Each component is scored out of 5. The brand score is the equally weighted average of all seven. No single category can dominate.

The opacity penalty

What we can't
measure matters.

A brand that discloses 92% of the relevant fields shouldn't score the same as one that discloses 42%. Opacity lowers both the score and the visual confidence of the rating shown on the product page.

How it's applied
scorefinal = scoreraw
  × (0.5 + 0.5 × disclosure%)

opacitydisplay = 0.4 + 0.6 × disclosure%

At 100% disclosure, the full raw score is awarded. At 50% disclosure, the score is multiplied by 0.75. At 0% disclosure, the raw score is halved. The visual star rating fades accordingly.

Visual example
Retailer A · 92%
4.0
Retailer B · 42%
2.2
Where the data comes from

Six public
sources.

All data is public and auditable. We don't use proprietary black-box feeds or paid partnerships that could bias the scoring. If you can't independently verify a claim, we don't score it.

01 · Brand reports

Annual sustainability
reports.

GRI-referenced, TCFD-aligned, published annually. Pulled directly from brand investor-relations pages.

02 · Financial filings

10-K and
annual reports.

Where sustainability is material to the business, financial filings are now required to disclose it. A rich and reliable second source.

03 · Cert registries

Third-party
certifications.

Public registries from GOTS, OEKO-TEX, Bluesign, Fair Trade, B-Corp, Cradle to Cradle. Auto-verified. No self-reporting.

04 · Incidents

Clean Clothes,
FashionChecker.

Independent incident databases tracking labour violations, safety failures, and enforcement actions across the sector.

05 · SBTi database

Science-Based
Targets.

Target progress, validation status, and pathway alignment. Public, audited, with clearly documented methodology.

06 · Product pages

Retailer
product data.

Real-time, pulled by the extension: materials, origin, care labels, price, sustainability claims. The consumer half of the equation.

Principle

No black boxes. No "trust us." Every score shows its working.

Next → The dashboard See the methodology applied, live and side by side. Or → Who built this The team, the roadmap, how to get in touch.