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5 Source Types

Sources & Methodology

No single source is perfect. That's why we combine five different types of sources into one approach—more reliable than any of them on its own.

Forschungsquellen auf Schreibtisch: Bücher, Notizbuch, Laptop, Lesebrille

Peer-reviewed studies are reliable, but not always true to everyday use. Customer reviews capture real experience, but they are subjective. Only the combination gives the full picture.

By analyzing thousands of data points from different sources with AI support, the individual weaknesses cancel each other out—and the result is more reliable than any single source could deliver.

Every relevant source is cited at the end of each article. Errors are corrected in the open and stamped with the date of the correction.

5 Source Types
High

Scientific Studies

Peer-reviewed studies from PubMed and CIR—the objective basis for every ingredient assessment.

Typical Sources
PubMedCIR DatabaseJ. Cosmetic ScienceCochrane
High

Professional Test Reports

Independent testing organizations, regulators and standards bodies—standardized lab data instead of marketing claims.

Medium

Platform Ratings

Amazon and other major retailers—thousands of customer reviews, analyzed with AI support.

Medium

Social Media Feedback

Instagram, YouTube, Reddit—trends and unfiltered user experience.

High

Our Own Product Tests

When the data is inconclusive, we buy the product and test it ourselves—the final check.

Frequently asked questions

HairLuxe draws on five types of sources: peer-reviewed research (PubMed, CIR), professional test reports (published data from regulators and standards bodies, plus independent testing organizations), platform ratings (Amazon and other major retailers), social media feedback (Instagram, YouTube, Reddit) and our own product tests.
No single source is perfect: studies are not always true to everyday use, customer reviews are subjective, and professional tests do not cover every product. Combining all of them cancels out the individual weaknesses and produces a fuller, more reliable picture.
Scientific studies, professional test reports and our own testing carry the most weight, because they deliver standardized, reproducible results. Platform ratings and social media feedback are weighted somewhat lower because they are subjective—but they are invaluable for spotting trends early.
Through the multi-source approach, AI-supported analysis of thousands of data points, our own product tests whenever the data is inconclusive, and regular updates when new findings or reformulations appear. Errors are corrected in the open.
Yes. Every relevant source is listed at the end of each article, so you can verify our statements for yourself.
Errors and source tips can be reported through our contact form. Every message is reviewed and, where justified, corrected right away—with the correction date noted transparently.
Yes—wherever standardized lab data exists for the category. Published protocols and results from independent testing organizations, regulators and standards bodies give us a reproducible baseline no review section can supply. Coverage in hair care is thin, though, so those reports set the floor; our own testing and thousands of customer reviews carry the rest.