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    AI search visibility report · 2026-06-20

    How AI assistants see linusrogge.com

    linusrogge.com has an AI visibility score of 45/100. The site passed 12 of 34 tests. Its strongest areas are Readability and Technical Accessibility. The areas to improve are Schema.org Markup and Entity Definition.

    How ChatGPT, Claude and Perplexity read linusrogge.com

    Readability75/100

    Result: average. 3 of 4 tests passed.

    High readability score (70.7) but sentence lengths are slightly above the ideal range for quick LLM parsing.

    Schema.org Markup0/100

    Result: weak. 0 of 5 tests passed.

    Complete absence of JSON-LD structured data.

    Authority & Trust Signals44/100

    Result: weak. 1 of 5 tests passed.

    Strong publication dates but lacks critical trust pages (Privacy/Terms) and detailed author credentials in schema.

    Citation & Source Quality40/100

    Result: weak. 0 of 4 tests passed.

    Minimal outbound linking to authoritative sources; citations are mostly internal or to project partners.

    Content Freshness60/100

    Result: average. 2 of 4 tests passed.

    Dates are clearly marked, but the site lacks recent 2026 updates or a changelog/versioning signal.

    Content Structure62/100

    Result: average. 2 of 4 tests passed.

    Excellent heading hierarchy but lacks semantic HTML depth and has very short paragraph structures.

    Entity Definition30/100

    Result: weak. 1 of 4 tests passed.

    No dedicated About page or Person schema makes it harder for LLMs to 'lock' the entity.

    Technical Accessibility70/100

    Result: average. 3 of 4 tests passed.

    Excellent AI crawler access and social meta, but meta description is too short and there is partial JS dependency.

    How linusrogge.com can improve its AI visibility

    • Add Structured Data (JSON-LD) (high priority)
    • Strengthen Entity Definition (high priority)
    • Improve Trust Signals (medium priority)
    • Optimize Meta Description (medium priority)
    • Enhance Heading Context (low priority)

    How linusrogge.com compares to its competitors