How our methodology works

Start with the question

We define the product question and the use case before drawing conclusions. That keeps the work focused on practical needs instead of a universal ranking.

Gather and label evidence

Evidence can include manufacturer documentation, credible independent sources, structured inspection, direct evaluation, and carefully interpreted customer-feedback patterns. The type and strength of evidence should stay clear in context.

Direct evaluation appears only when it forms part of the available evidence. Not every product or category is physically tested.

Choose relevant criteria

Criteria change with the category and the reader’s decision. We connect each criterion to the evidence that can reasonably inform it.

Explain conclusions and limitations

A useful conclusion explains fit, trade-offs, uncertainty, and limitations. Evidence strength controls language strength; a score never replaces judgment.

Review meaningful changes

When relevant evidence or product context changes, conclusions may need review. Corrections should have a clear path and material limitations should remain close to the claim.