Verifies a shortlisted product's hard facts before it can be recommended: marketing claims against independent test data, current availability and discontinuation status, recall and reliability history, and merchant trustworthiness for purchase links. Use during emptor's verify phase on each finalist, or standalone when the user asks "is this product's claim actually true?" or "is this store legit?".