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    AI search visibility report · 2026-05-14

    How AI assistants see linode.com

    linode.com has an AI visibility score of 78/100. The site passed 24 of 34 tests. Its strongest areas are Citation & Source Quality and Content Freshness. The areas to improve are Schema.org Markup and Entity Definition.

    How ChatGPT, Claude and Perplexity read linode.com

    Readability75/100

    Result: average. 3 of 4 tests passed.

    Technical content is well-structured but contains high jargon density without immediate definitions.

    Schema.org Markup20/100

    Result: weak. 0 of 5 tests passed.

    Major gap: No JSON-LD blocks found in the provided HTML snippet. Relies on OpenGraph only.

    Authority & Trust Signals75/100

    Result: average. 4 of 5 tests passed.

    Strong corporate trust via Akamai, but lacks individual author credentials and visible social proof (reviews) on the homepage.

    Citation & Source Quality90/100

    Result: strong. 4 of 4 tests passed.

    Excellent use of primary research studies (Forrester) and white papers to back claims.

    Content Freshness85/100

    Result: strong. 3 of 4 tests passed.

    Content is very recent with 2025 and 2026 references, though specific 'last modified' dates are missing from visible text.

    Content Structure80/100

    Result: strong. 3 of 4 tests passed.

    Clear hierarchy with H1 and H2s, though some sections rely on div-nesting rather than semantic <section> tags.

    Entity Definition70/100

    Result: average. 3 of 4 tests passed.

    Strong brand consistency (Linode/Akamai), but lacks a dedicated 'About' schema and inline term definitions.

    Technical Accessibility80/100

    Result: strong. 4 of 4 tests passed.

    Good meta descriptions and social tags, but no specific AI crawler directives observed.

    How linode.com can improve its AI visibility

    • Implement JSON-LD Structured Data (high priority)
    • Add Author Bylines and Person Schema (high priority)
    • Update Featured Content to 2026 References (medium priority)
    • Optimize Robots.txt for AI Crawlers (medium priority)
    • Define Technical Entities Inline (low priority)

    How linode.com compares to its competitors