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    AI search visibility report · 2026-06-12

    How AI assistants see slatestarcodex.com

    slatestarcodex.com has an AI visibility score of 47/100. The site passed 15 of 34 tests. Its strongest areas are Citation & Source Quality and Technical Accessibility. The areas to improve are Schema.org Markup and Content Freshness.

    How ChatGPT, Claude and Perplexity read slatestarcodex.com

    Readability60/100

    Result: average. 3 of 4 tests passed.

    High complexity with very long sentences (31 words avg), though clarity remains acceptable for the target intellectual audience.

    Schema.org Markup0/100

    Result: weak. 0 of 5 tests passed.

    Completely absent. No JSON-LD or microdata found on the page.

    Authority & Trust Signals46/100

    Result: weak. 0 of 5 tests passed.

    Lacks structured contact info, trust pages, and machine-readable credentials. Social proof is present via comments but not schema-marked.

    Citation & Source Quality100/100

    Result: strong. 4 of 4 tests passed.

    Excellent use of outbound links and inline citations to authoritative sources, though lacks formal citation markup.

    Content Freshness15/100

    Result: weak. 1 of 4 tests passed.

    Content is significantly outdated (last post 2021) with no machine-readable modification dates or update signals.

    Content Structure42/100

    Result: weak. 1 of 4 tests passed.

    Poor hierarchy with multiple H1s and skipped levels. No semantic HTML tags (article, section) used.

    Entity Definition63/100

    Result: average. 3 of 4 tests passed.

    About page exists, but lacks Organization or Person schema to formally define the 'Scott Alexander' or 'Slate Star Codex' entities.

    Technical Accessibility70/100

    Result: average. 3 of 4 tests passed.

    Good AI crawler access and JS independence, but missing critical meta descriptions.

    How slatestarcodex.com can improve its AI visibility

    • Add Structured Data (JSON-LD) (high priority)
    • Implement Meta Descriptions (high priority)
    • Optimize Heading Hierarchy and Semantic HTML (medium priority)
    • Enhance Trust Signals and E-E-A-T (medium priority)
    • Clarify Content Status for LLMs (low priority)

    How slatestarcodex.com compares to its competitors