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    AI search visibility report · 2026-05-14

    How AI assistants see chainstack.com

    chainstack.com has an AI visibility score of 79/100. The site passed 29 of 34 tests. Its strongest areas are Schema.org Markup and Content Structure. The areas to improve are Citation & Source Quality and Entity Definition.

    How ChatGPT, Claude and Perplexity read chainstack.com

    Readability85/100

    Result: strong. 4 of 4 tests passed.

    High technical clarity and good jargon handling for a developer audience.

    Schema.org Markup95/100

    Result: strong. 5 of 5 tests passed.

    Comprehensive JSON-LD including WebSite, Organization, and FAQPage. Valid and well-structured.

    Authority & Trust Signals70/100

    Result: average. 4 of 5 tests passed.

    Strong social proof and contact info, but lacks individual author credentials for technical content.

    Citation & Source Quality60/100

    Result: average. 3 of 4 tests passed.

    Claims are generally substantiated by the service context, but external authoritative citations are sparse on the homepage.

    Content Freshness75/100

    Result: average. 3 of 4 tests passed.

    Metadata shows 2025 updates, which is acceptable for evergreen tech, but lacks 2026 'last updated' signals.

    Content Structure90/100

    Result: strong. 4 of 4 tests passed.

    Excellent use of semantic HTML and clear hierarchy, though H1 is slightly generic.

    Entity Definition70/100

    Result: average. 2 of 4 tests passed.

    Brand consistency is high, but lacks a dedicated About page and Person-level entity definitions.

    Technical Accessibility90/100

    Result: strong. 4 of 4 tests passed.

    Excellent meta descriptions and social tags; content is highly accessible.

    How chainstack.com can improve its AI visibility

    • Implement Expert Author Bylines (high priority)
    • Strengthen Entity Definition with About Page (high priority)
    • Increase Primary Source Citations (medium priority)
    • Add Visible Last Updated Dates (medium priority)
    • Implement Product Schema for Services (low priority)

    How chainstack.com compares to its competitors