How we create our buying guides

We do not test products ourselves. Our published buying guides provide qualitative assessments based on selected sources.

Sources and product variants

Manufacturer information describes features, ingredients or fragrance notes. Experience reports describe personal impressions. We distinguish between these and identify differences between variants, sizes and formulations.

Depending on the product, we use editorial reviews, community reports and explicitly labelled retailer reports. Amazon customer reviews and star ratings are not part of our analysis. Each product page lists its sources and their dates.

Our assessment

We summarise relevant strengths, weaknesses and conflicting experiences in our own words. We use these to explain who a product might suit and what to check before buying. This is not hands-on testing or a guarantee of a particular result.

Not a representative assessment

The sources are deliberately selected and are not a representative sample. Individual reports do not establish how common a problem is or how satisfied all buyers are. These guides therefore show no numerical review index, percentage bars or star rating of our own.

Older reports provide historical context. They do not establish the current formulation, current virality or sales figures. Manufacturer advertising is not independent evidence of effectiveness.

Videos and AI

Videos supplement the guide when product identity and language have been checked. View counts are not a quality verdict. AI assists research and writing; editorial responsibility remains with us. Linking a video does not automatically make it a fully verified product test.

Prices, shopping options and updates

Price ranges are dated guidance, not binding offers. Sellers, prices and availability can change. Check the exact variant and current retailer offer before buying. Where evidence conflicts or is missing, we identify the limits of the claim.

Fragrance, beauty and beauty devices: analysed, not tested