LLMaoLLMao

    AI search visibility report · 2026-10-11

    How AI assistants see infoq.com

    infoq.com has an AI visibility score of 57/100. The site passed 18 of 34 tests. Its strongest areas are Content Structure and Technical Accessibility. The areas to improve are Content Freshness and Readability.

    How ChatGPT, Claude and Perplexity read infoq.com

    Readability30/100

    Result: weak. 0 of 4 tests passed.

    Content is highly technical with very long sentences, resulting in a very low readability score.

    Schema.org Markup74/100

    Result: average. 4 of 5 tests passed.

    Basic WebSite schema is present and valid, but lacks specific content schemas like Article or Person.

    Authority & Trust Signals40/100

    Result: weak. 1 of 5 tests passed.

    Lacks physical contact details and author credentials in machine-readable formats. Trust pages are present.

    Citation & Source Quality74/100

    Result: average. 3 of 4 tests passed.

    Good internal and external linking, but lacks links to high-authority .gov or .edu domains.

    Content Freshness15/100

    Result: weak. 1 of 4 tests passed.

    Visible dates are current (2026), but lack machine-readable schema for publication and updates.

    Content Structure83/100

    Result: strong. 4 of 4 tests passed.

    Strong semantic HTML and paragraph structure, but contains skipped heading levels.

    Entity Definition50/100

    Result: weak. 2 of 4 tests passed.

    No dedicated About page or Organization schema detected. Author identification is weak.

    Technical Accessibility83/100

    Result: strong. 3 of 4 tests passed.

    Excellent crawler access and JS independence, but social meta tags are incomplete.

    How infoq.com can improve its AI visibility

    • Establish Entity Authority (high priority)
    • Add Content-Specific Schema (high priority)
    • Improve Content Readability (medium priority)
    • Enhance Author Credentials (medium priority)
    • Complete Social Meta Tags (low priority)

    How infoq.com compares to its competitors