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    AI search visibility report ยท 2026-10-17

    How AI assistants see news.ycombinator.com

    news.ycombinator.com has an AI visibility score of 18/100. The site passed 7 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 news.ycombinator.com

    Readability70/100

    Result: average. 4 of 4 tests passed.

    The text is clear and uses simple language, though sentences are slightly long for technical content.

    Schema.org Markup0/100

    Result: weak. 0 of 5 tests passed.

    There is a total absence of JSON-LD or any other schema.org markup.

    Authority & Trust Signals18/100

    Result: weak. 0 of 5 tests passed.

    The site lacks structured trust signals. It has minimal contact info and no publication dates in the markup.

    Citation & Source Quality18/100

    Result: weak. 1 of 4 tests passed.

    The site is a hub for outbound links but lacks inline citations or structured references for its own claims.

    Content Freshness0/100

    Result: weak. 0 of 4 tests passed.

    No machine-readable dates are present. LLMs cannot programmatically determine content recency.

    Content Structure0/100

    Result: weak. 0 of 4 tests passed.

    The site uses a legacy table-based layout with no headings or semantic HTML5 elements.

    Entity Definition10/100

    Result: weak. 0 of 4 tests passed.

    The entity is not defined through schema or a dedicated about page. Author identification is weak.

    Technical Accessibility50/100

    Result: weak. 2 of 4 tests passed.

    AI crawlers are allowed and content is accessible without JS, but meta tags are missing.

    How news.ycombinator.com can improve its AI visibility

    • Implement JSON-LD Schema Markup (high priority)
    • Adopt Semantic HTML5 and Heading Hierarchy (high priority)
    • Add Meta Description and Social Meta Tags (medium priority)
    • Define the Entity with an About Page (medium priority)
    • Improve Publication and Freshness Signals (medium priority)

    How news.ycombinator.com compares to its competitors