How products are selected

Products can enter the research queue from SEO opportunities, competitor monitoring, brand submissions, affiliate candidates, or editor research. They remain draft until reviewed.

How reviews are built

Review pages should include answer-first summaries, comparison tables, pros and cons, buyer guides, FAQs, verification methodology, affiliate disclosure, and source citations.

Corrections

If a source changes, a product is discontinued, or an origin claim becomes inaccurate, AHP should update the verification status and route the change through approval.