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    Our Methodology/

    How we gather evidence

    We don't just read the marketing copy. Before we score anything, we dig into the data, and this page shows exactly where it comes from.

    Updated: 2026-02-06

    The short version

    We analyze real user reviews from verified purchasers, verify official specifications from manufacturers, check safety databases like CPSC and Prop 65, and validate third-party certifications like NSF and OEKO-TEX. No score gets published until it meets our quality standards.

    Where our data comes from

    We gather evidence from multiple independent sources, then verify and cross-reference before any score is published. When we can't find solid evidence, we don't guess. We say so.

    Gather
    Verify
    Score
    Publish

    Real User Reviews

    Verified feedback from actual product owners

    Amazon verified purchasesReddit discussionsVideo reviews

    Official Specifications

    Manufacturer data and product documentation

    Product manualsSpec sheetsMaterial disclosures

    Safety Databases

    Government and regulatory safety records

    CPSC recallsProp 65 dataPFAS disclosures

    Certifications

    Third-party testing and verification

    NSF certifiedOEKO-TEXGREENGUARD

    Our quality standards

    Multiple sources: every claim verified across sources
    Evidence required: no score without supporting data
    Confidence rated: we flag when evidence is limited
    Regularly updated: scores refresh as new data emerges

    Our process

    1

    Gather

    We collect evidence from several independent sources rather than trusting a single input, so one glowing review can never carry a score on its own.

    2

    Verify

    We cross-reference claims against specs, certifications, and safety records. If something doesn't add up, we dig deeper.

    3

    Score

    We apply our methodology to calculate scores, with full transparency on the evidence. Every number is traceable.

    What we look for

    Consistency across sources. If reviews say one thing and the specs say another, that is a red flag. We investigate before scoring.

    Verified certifications. "Certified" means nothing without the actual certification. We check for NSF, OEKO-TEX, GREENGUARD, and other third-party standards, not just marketing language.

    Safety records. We check CPSC for recalls, Prop 65 for warnings, and manufacturer disclosures for materials like PFAS.

    Common questions

    Do you test products in a lab?

    No. We rely on verified third-party testing and certifications from accredited labs like NSF International and SGS. We don't run our own lab. What we do is confirm that real labs have done the work properly and that the certifications are current.

    What if a product has limited reviews?

    We say so plainly. When the evidence is thin, we hold back rather than guess, and we are upfront about what we could not confirm.

    How often do you update scores?

    We re-score a product when meaningful new evidence shows up, such as a recall, a reformulation, or a new round of independent testing. Safety news is what moves a score the fastest.

    Have a product you want us to check?

    Search our database or scan a label to see the evidence breakdown.

    Search products

    Related Pages

    • How we score products
    • Editorial independence
    • Citation standards
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