LLMaoLLMao

    AI search visibility report · 2026-06-12

    How AI assistants see paulgraham.com

    paulgraham.com has an AI visibility score of 16/100. The site passed 4 of 34 tests. Its strongest areas are Readability and Technical Accessibility. The areas to improve are Content Structure and Content Freshness.

    How ChatGPT, Claude and Perplexity read paulgraham.com

    Readability65/100

    Result: average. 3 of 4 tests passed.

    The text is clear and concise, though the lack of structural formatting (headings) hinders automated scanning.

    Schema.org Markup0/100

    Result: weak. 0 of 5 tests passed.

    Completely lacks any form of JSON-LD or Microdata schema.

    Authority & Trust Signals8/100

    Result: weak. 0 of 5 tests passed.

    Minimal trust signals beyond the brand name. Lacks formal trust pages, contact info, or structured credentials.

    Citation & Source Quality17/100

    Result: weak. 0 of 4 tests passed.

    Contains external links but lacks formal inline citations or primary source attribution in a structured format.

    Content Freshness0/100

    Result: weak. 0 of 4 tests passed.

    While new content is listed, there are no machine-readable dates or explicit update signals for LLMs to parse.

    Content Structure0/100

    Result: weak. 0 of 4 tests passed.

    The site uses an archaic table-based layout with zero heading tags or semantic HTML5 elements.

    Entity Definition25/100

    Result: weak. 0 of 4 tests passed.

    Entity is established through reputation but not through technical definitions like an About page or Person schema.

    Technical Accessibility30/100

    Result: weak. 1 of 4 tests passed.

    Excellent crawler access but lacks meta descriptions and social metadata. Content is JS-independent but very minimal.

    How paulgraham.com can improve its AI visibility

    • Add JSON-LD Schema Markup (high priority)
    • Modernize HTML Structure (high priority)
    • Implement Meta Tags and Social Graph (medium priority)
    • Enhance Entity Definition and Trust Pages (medium priority)
    • Expose Content Dates Clearly (low priority)

    How paulgraham.com compares to its competitors