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    AI search visibility report · 2026-06-11

    How AI assistants see snyk.io

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

    How ChatGPT, Claude and Perplexity read snyk.io

    Readability30/100

    Result: weak. 0 of 4 tests passed.

    Extremely low readability score (17.9) with excessively long sentences that may hinder LLM extraction.

    Schema.org Markup74/100

    Result: average. 4 of 5 tests passed.

    Valid Organization schema present, but missing critical content-level schemas (Product, Article).

    Authority & Trust Signals42/100

    Result: weak. 3 of 5 tests passed.

    Strong contact and trust pages, but lacks author credentials and structured social proof (reviews/ratings).

    Citation & Source Quality62/100

    Result: average. 2 of 4 tests passed.

    Good use of inline citations for claims, but lacks links to high-authority external domains like .gov or .edu.

    Content Freshness0/100

    Result: weak. 0 of 4 tests passed.

    Critical failure: No publication or modification dates found in metadata or visible text.

    Content Structure81/100

    Result: strong. 3 of 4 tests passed.

    Excellent heading hierarchy and semantic HTML usage, though paragraph structure is fragmented.

    Entity Definition65/100

    Result: average. 2 of 4 tests passed.

    Clear brand identity and about page, but lacks structured author identification.

    Technical Accessibility88/100

    Result: strong. 4 of 4 tests passed.

    Excellent AI crawler access and social meta-tagging; content is fully accessible without JS.

    How snyk.io can improve its AI visibility

    • Add Publication and Modification Timestamps (high priority)
    • Implement Content-Specific Schema (high priority)
    • Improve Sentence-Level Readability (medium priority)
    • Define Author Entities with Person Schema (medium priority)
    • Link to Authoritative Primary Sources (low priority)

    How snyk.io compares to its competitors