Data Source Notice

Multiple sources may be used to improve decision quality: open datasets, verification signals, user reports, and operational quality checks.

Sources may conflict. Therefore dedupe, freshness, and trust score layers work together. Inappropriate or outdated records are moved to review queues.

Sponsored and prioritized content is clearly labeled. Verification principles are preserved for critical data.