Check a specific time-sensitive claim (market fact, competitor behavior, industry stat, technical/regulatory best practice) against live current sources via web search instead of relying on training-data recall, before it's used as evidence. Use before a claim tagged (industry-knowledge) or (intuition, PM, date) gets cited in a PRD, hypothesis, decision, or PR/FAQ, or whenever a claim's currency is actually load-bearing.