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    AI search visibility report · 2026-10-23

    How AI assistants see matillion.com

    matillion.com has an AI visibility score of 76/100. The site passed 27 of 34 tests. Its strongest areas are Technical Accessibility and Content Structure. The areas to improve are Readability and Schema.org Markup.

    How ChatGPT, Claude and Perplexity read matillion.com

    Readability50/100

    Result: weak. 2 of 4 tests passed.

    Technical complexity is high, resulting in a low Flesch Reading Ease score.

    Schema.org Markup68/100

    Result: average. 4 of 5 tests passed.

    Core schemas are present and valid, but specific content schemas for products or FAQs are missing.

    Authority & Trust Signals72/100

    Result: average. 3 of 5 tests passed.

    Strong contact and publication data, but lacks structured expert credentials and social proof schema.

    Citation & Source Quality74/100

    Result: average. 3 of 4 tests passed.

    Good internal and case study linking, but lacks links to high-authority external domains (.gov, .edu, or major news).

    Content Freshness75/100

    Result: average. 3 of 4 tests passed.

    Content is extremely fresh with dates from October 2026, though it lacks a formal changelog.

    Content Structure94/100

    Result: strong. 4 of 4 tests passed.

    Excellent use of semantic HTML and a perfect heading hierarchy.

    Entity Definition70/100

    Result: average. 4 of 4 tests passed.

    Clear brand consistency and term definitions, but lacks a dedicated About page link in the main nav.

    Technical Accessibility100/100

    Result: strong. 4 of 4 tests passed.

    Perfect technical setup for AI crawlers and social sharing.

    How matillion.com can improve its AI visibility

    • Implement Product Schema for Software (high priority)
    • Add Author/Expert Person Schema (high priority)
    • Include Authoritative Outbound Links (medium priority)
    • Add Visible Update Signals (medium priority)
    • Improve Content Readability (low priority)

    How matillion.com compares to its competitors