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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 70/100. The site passed 28 of 34 tests. Its strongest areas are Content Freshness and Content Structure. The areas to improve are Citation & Source Quality and Schema.org Markup.

    How ChatGPT, Claude and Perplexity read manzas.io

    Readability75/100

    Result: average. 4 of 4 tests passed.

    Professional and clear, though some procurement jargon is used without immediate definitions.

    Schema.org Markup60/100

    Result: average. 4 of 5 tests passed.

    The Schema.org Markup has significantly improved, with the introduction of JSON-LD for Organization, WebSite, and WebPage schemas. The FAQPage schema is also present and well-populated. However, there are still opportunities to enhance schema completeness by populating more properties and to ensure all schemas are valid without errors.

    Authority & Trust Signals65/100

    Result: average. 4 of 5 tests passed.

    Strong contact info and privacy pages, but lacks detailed author credentials and verified social proof schema.

    Citation & Source Quality40/100

    Result: weak. 1 of 4 tests passed.

    Claims are made regarding security and ROI but lack external authoritative citations or primary data links.

    Content Freshness90/100

    Result: strong. 4 of 4 tests passed.

    Excellent recency with dates from late 2025 and early 2026 visible on blog and privacy pages.

    Content Structure80/100

    Result: strong. 4 of 4 tests passed.

    Good use of H1-H3 hierarchy and semantic sections, though some pages lack a clear Table of Contents for long-form content.

    Entity Definition70/100

    Result: average. 3 of 4 tests passed.

    Consistent branding and clear 'About' information, but lacks Person schema for authors.

    Technical Accessibility80/100

    Result: strong. 4 of 4 tests passed.

    Good meta descriptions and social tags, but no explicit AI crawler directives in the provided data.

    How manzas.io can improve its AI visibility

    • Add Structured Data (JSON-LD) (high priority)
    • Enhance Author E-E-A-T Signals (high priority)
    • Add Authoritative Outbound Links (medium priority)
    • Optimize robots.txt for AI Crawlers (medium priority)
    • Define Industry Terms Explicitly (low priority)

    How manzas.io compares to its competitors