Rankings are organised along four axes — category, buyer, budget and certification — and every combination of those axes gets its own scored index. Start with a single axis, or jump straight to a cross-hub like "students under $50" if you already know the shape of your search.
Twenty product domains, each ranked 0–100 on Quality, Value, UX and Brand & Trust.
Who the product is for, matched against specs, tags and review sentiment.
Price-capped rankings — the budget filter runs before the score sort.
Third-party standards we record and feed into the Brand & Trust pillar.
The most common real-world search: the right fit at a fixed spend.
Certified products filtered down to a specific buyer situation.
A category ranking re-sorted for one buyer profile.
Category rankings capped at each price tier.
Certified picks inside a single product domain.
Hubs are generated from the same product database, not hand-written lists — so when a score, price band or certification changes, every hub containing that product updates with it. Placement is never sold. Read the scoring methodology.