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    AI search visibility report · 2026-11-02

    How AI assistants see worldbook.com

    worldbook.com has an AI visibility score of 35/100. The site passed 9 of 34 tests. Its strongest areas are Readability and Citation & Source Quality. The areas to improve are Content Freshness and Schema.org Markup.

    How ChatGPT, Claude and Perplexity read worldbook.com

    Readability70/100

    Result: average. 3 of 4 tests passed.

    Good readability scores, though sentences are slightly long for general audiences.

    Schema.org Markup0/100

    Result: weak. 0 of 5 tests passed.

    Complete absence of JSON-LD or microdata.

    Authority & Trust Signals8/100

    Result: weak. 0 of 5 tests passed.

    Lacks trust pages and author credentials. Contact info is present but incomplete.

    Citation & Source Quality68/100

    Result: average. 2 of 4 tests passed.

    Good use of inline links, but lacks citations to high-authority external domains.

    Content Freshness0/100

    Result: weak. 0 of 4 tests passed.

    No specific publication or modification dates found in metadata or schema.

    Content Structure44/100

    Result: weak. 0 of 4 tests passed.

    Missing H1 and poor paragraph structure. Semantic HTML is present but minimal.

    Entity Definition48/100

    Result: weak. 1 of 4 tests passed.

    About page exists, but lacks schema and author identification.

    Technical Accessibility65/100

    Result: average. 3 of 4 tests passed.

    Good crawler access and meta description, but lacks social meta tags.

    How worldbook.com can improve its AI visibility

    • Add JSON-LD Structured Data (high priority)
    • Fix Heading Hierarchy and Add H1 (high priority)
    • Enhance Trust Signals and Author E-E-A-T (high priority)
    • Implement Social Meta Tags (medium priority)
    • Surface Content Update Signals (medium priority)

    How worldbook.com compares to its competitors