How categories are organized
Each category starts with a hub page, then branches into best-list pages, product research pages, comparisons, and buying guides.
The structure is designed so a reader can move from a broad buying problem to a short list, then to individual product notes and comparison context.
How products earn a place in a public-safe shortlist
Products are included when existing project data maps them to a clear buyer use case, such as best overall, best value, best budget tier, best for gaming, best for travel, or best for a specific room or setup.
A product card can appear before final approval, but it stays metadata-only. It cannot show a live buy button, product image, numeric price, stock status, final score, or commercial schema until the verification gate clears.
How recommendation language is handled
Public pages can explain why a product is being researched and what trade-offs need attention. They should not imply final testing, ownership experience, or same-day pricing when that evidence is missing.
Final review language should only be added after product facts, current availability, retailer paths, image rights, and schema eligibility are checked.
How this differs from generic affiliate content
Better Buy Lab keeps commercial modules behind explicit gates. That slows monetization, but it prevents weak pages from pretending to be final buying advice.
The goal is a practical review system with repeatable page types, not one-off articles that cannot be maintained.