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    AI search visibility report · 2026-02-21

    How AI assistants see qvidian.com

    qvidian.com has an AI visibility score of 75/100. The site passed 31 of 34 tests. Its strongest areas are Content Freshness and Technical Accessibility. The areas to improve are Citation & Source Quality and Schema.org Markup.

    How ChatGPT, Claude and Perplexity read qvidian.com

    Readability75/100

    Result: average. 4 of 4 tests passed.

    Professional and clear, though some industry jargon (RFP, CTI) is used without immediate definition.

    Schema.org Markup60/100

    Result: average. 4 of 5 tests passed.

    Valid JSON-LD present but limited to WebPage/Organization; missing Product/SoftwareApplication types.

    Authority & Trust Signals75/100

    Result: average. 5 of 5 tests passed.

    Strong social proof and contact info, but lacks explicit editorial standards and detailed author credentials.

    Citation & Source Quality60/100

    Result: average. 3 of 4 tests passed.

    Claims are generally substantiated by internal reports, but lacks external authoritative outbound links.

    Content Freshness95/100

    Result: strong. 4 of 4 tests passed.

    Excellent freshness with 2026 event dates and recent 2025/2026 report/modified dates.

    Content Structure80/100

    Result: strong. 4 of 4 tests passed.

    Good use of semantic HTML and organization, though hierarchy could be tighter.

    Entity Definition70/100

    Result: average. 3 of 4 tests passed.

    Strong brand consistency, but author identification is weak at the schema level.

    Technical Accessibility85/100

    Result: strong. 4 of 4 tests passed.

    Excellent meta descriptions and social tags; robots.txt is standard.

    How qvidian.com can improve its AI visibility

    • Add Product/Software Schema (high priority)
    • Establish Editorial Standards Page (high priority)
    • Enhance Author Entities (medium priority)
    • Improve Content Navigation (medium priority)
    • Increase External Citations (low priority)

    How qvidian.com compares to its competitors