vialproof
home / Methodology

Methodology

The full rubric: 10 weighted criteria, how the score and coverage are computed, and the evidence rules that keep it honest.

PeptideTrust answers one narrow, checkable question: how openly does a vendor document third-party testing? We do not test products, judge purity, or make safety claims. We record whether the paperwork a buyer would want actually exists, is specific, and can be verified at the source.

How a score is calculated

Each vendor is scored against 10 criteria, each carrying a weight. A verified criterion earns points (1 for a clear yes, 0.5 for partial, 0 for no; enum criteria have their own point scale). The score and coverage are:

score = round(100 × Σ(weight × points) ÷ Σ(weight of verified criteria))

coverage = round(100 × Σ(verified weight) ÷ Σ(total weight))

Crucially, an unverified criterion is excluded from the score but still counts against coverage. This prevents a vendor from scoring 100 on the strength of two cherry-picked facts. When coverage falls below 50%, we label the score provisional.

The 10 criteria and their weights

CriterionWeightWhat it checks
Publishes CoAs3At least one certificate of analysis is published on the vendor's own site.
Batch-level CoAs3CoAs are tied to a specific batch/lot number, not one generic certificate per product.
Third-party lab named2The lab that ran the analysis is named on the CoA.
Independent / accredited lab2The lab is independent of the vendor and/or accredited, or a recognised independent peptide lab.
CoA verifiable at source2The certificate can be authenticated on the lab's own site — and we actually tested it.
Identity + purity methods2Which methods appear on the CoAs (HPLC+MS > HPLC only > other > none).
Freshness of latest CoA2Date of the most recent CoA (<3 months > 3–12 months > >12 months > none).
Accessible before purchase2CoAs viewable with no account and no prior purchase.
Sterility / endotoxin data1Sterility or endotoxin (LAL) results published in addition to purity.
Complaints / recall handling1A public recall/complaint policy or documented handling of a disputed batch.

Our evidence rules

  • Every finding is dated and sourced. Each criterion on a vendor page links to the exact page or document we checked, with the date we checked it.
  • We never mark "No" on suspicion. A criterion is only "No" when a document or page establishes it. If we could not verify, it is "Unverified" — which hurts coverage but is not treated as a failure.
  • Conservative by default. Where a vendor markets a stronger claim than its published document proves (e.g. "LC-MS" but only an HPLC chromatogram is shown), we score what the document shows.
  • Affiliation is irrelevant to the rubric. Affiliated and non-affiliated vendors are scored identically, and the board is ranked strictly by score.

What the score is not

A high score means a vendor is transparent, not that a product is pure, sterile, or safe. A low score often means we simply could not verify claims (many sites hide CoAs behind JavaScript, age-gates or Cloudflare) — not that the vendor is dishonest. Read the per-criterion notes, not just the number.

Frequently Asked Questions

Does PeptideTrust test the peptides itself?
No. We assess documentary transparency only — whether a vendor publishes verifiable, batch-level third-party CoAs. We do not run assays or judge product purity or safety.
Why is a vendor's score 'provisional'?
When less than half of the weighted criteria could be verified (coverage under 50%), we flag the score as provisional because it rests on too little evidence to be reliable.
Do affiliate partners get a scoring advantage?
No. Every vendor is scored on the identical 10-criterion rubric and the board is ranked strictly by score. Two of our top-ranked vendors are non-affiliated; our affiliate partners are spread across the table on merit.