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    AI search visibility report · 2026-02-18

    How AI assistants see manzas.io

    manzas.io has an AI visibility score of 68/100. The site passed 25 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 manzas.io

    Readability80/100

    Result: strong. 4 of 4 tests passed.

    Content is clear and professional. Jargon is used but generally contextualized within the procurement niche.

    Schema.org Markup100/100

    Result: strong. 5 of 5 tests passed.

    The Schema.org Markup has been significantly improved. JSON-LD is now present, comprehensive, valid, and complete, covering core schemas and relevant content schemas. This is a substantial improvement from the previous assessment where no JSON-LD was detected.

    Authority & Trust Signals60/100

    Result: average. 4 of 5 tests passed.

    Strong social proof with enterprise logos and clear security/compliance sections, but lacks individual author credentials and detailed trust pages.

    Citation & Source Quality20/100

    Result: weak. 0 of 4 tests passed.

    The site makes several technical and security claims without linking to external primary sources or standards for verification.

    Content Freshness50/100

    Result: weak. 2 of 4 tests passed.

    Copyright is current (2026), but there are no specific publication or modification dates on the content to signal active maintenance.

    Content Structure90/100

    Result: strong. 4 of 4 tests passed.

    Excellent use of semantic HTML and clear heading hierarchy. The page is well-organized for both humans and crawlers.

    Entity Definition50/100

    Result: weak. 2 of 4 tests passed.

    Brand consistency is high, but the site lacks a dedicated About page and Person entities for leadership.

    Technical Accessibility75/100

    Result: average. 4 of 4 tests passed.

    Good meta descriptions and social meta tags are present. Content is largely accessible, though AI-specific crawler directives are unknown.

    How manzas.io can improve its AI visibility

    • Add JSON-LD Structured Data (high priority)
    • Establish Author E-E-A-T (high priority)
    • Add Authoritative Outbound Citations (medium priority)
    • Optimize robots.txt for AI Crawlers (medium priority)
    • Strengthen Entity Definition (medium priority)

    How manzas.io compares to its competitors