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    Definition

    AI Fact Checking

    AI fact checking is the process (manual or automated) of validating AI outputs against reliable sources.

    Why AI Fact Checking Matters

    If your brand is described inconsistently across the web, fact checking won't help — it will just surface contradictions.

    Key Factors

    • Consistency of information across web sources
    • Freshness and accuracy of your published content
    • Alignment between first-party and third-party claims
    • Structured data and clear fact presentation

    Action Steps

    • Publish canonical pages with clear facts
    • Keep third-party listings aligned (directories, review sites, partner pages)
    • Use consistent naming and product taxonomy everywhere