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    AI search visibility report · 2026-06-22

    How AI assistants see mozilla.org

    mozilla.org has an AI visibility score of 53/100. The site passed 20 of 34 tests. Its strongest areas are Technical Accessibility and Content Structure. The areas to improve are Content Freshness and Schema.org Markup.

    How ChatGPT, Claude and Perplexity read mozilla.org

    Readability50/100

    Result: weak. 2 of 4 tests passed.

    Sentence length is acceptable, but the Flesch-Kincaid ease is very low, indicating high complexity.

    Schema.org Markup0/100

    Result: weak. 0 of 5 tests passed.

    Critical failure: No JSON-LD schema detected on the homepage.

    Authority & Trust Signals38/100

    Result: weak. 2 of 5 tests passed.

    Strong trust pages and contact info, but lacks structured author credentials and social proof schema.

    Citation & Source Quality86/100

    Result: strong. 4 of 4 tests passed.

    Excellent use of inline citations and outbound links to authoritative news and research sources.

    Content Freshness0/100

    Result: weak. 0 of 4 tests passed.

    Complete lack of machine-readable publication or modification dates despite recent 2026 content.

    Content Structure93/100

    Result: strong. 4 of 4 tests passed.

    Excellent heading hierarchy and semantic HTML usage. Clear organization of sections.

    Entity Definition68/100

    Result: average. 4 of 4 tests passed.

    Good brand consistency and about page presence, but lacks structured Person schema for key leaders.

    Technical Accessibility100/100

    Result: strong. 4 of 4 tests passed.

    Perfect technical setup for AI crawlers with strong meta and social tags.

    How mozilla.org can improve its AI visibility

    • Implement Core JSON-LD Schema (high priority)
    • Add Visible and Meta Date Signals (high priority)
    • Enhance Author Entity Definition (medium priority)
    • Improve Content Readability Scores (medium priority)
    • Strengthen Entity Consistency and Definitions (low priority)

    How mozilla.org compares to its competitors