Evidence before recommendation.
Our method is designed to make the basis for a product judgement more legible, not to turn changing AI markets into false certainty.
Start with primary sources
We prefer primary sources such as official documentation, product materials, pricing pages, release notes, and policy statements when describing a product.
Separate facts from judgement
Reported facts and editorial judgement have different roles. We distinguish what a source states from our analysis of what it may mean for a decision.
Make uncertainty visible
When information is incomplete, changes quickly, or cannot be verified, we say so rather than smoothing over the gap.
Keep commercial context labelled
If a product site carries sponsorship, that relationship should be labelled where it appears. Sponsorship does not change the need for clear sourcing and editorial distinction.
Invite corrections
Send a correction with the relevant page and supporting source. We review the report and update material errors or clarify the basis for a claim when warranted.