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    AI search visibility report · 2026-10-21

    How AI assistants see kobo.com

    kobo.com has an AI visibility score of 58/100. The site passed 17 of 34 tests. Its strongest areas are Technical Accessibility and Schema.org Markup. The areas to improve are Content Freshness and Readability.

    How ChatGPT, Claude and Perplexity read kobo.com

    Readability30/100

    Result: weak. 0 of 4 tests passed.

    Sentences are too long and complex for optimal LLM processing.

    Schema.org Markup80/100

    Result: strong. 4 of 5 tests passed.

    Core schemas are valid and complete, but specific content schemas (Product/Book) are missing.

    Authority & Trust Signals32/100

    Result: weak. 1 of 5 tests passed.

    Trust pages are present, but contact information and author credentials are weak.

    Citation & Source Quality74/100

    Result: average. 3 of 4 tests passed.

    Inline citations are present, but links to high-authority external sources are missing.

    Content Freshness0/100

    Result: weak. 0 of 4 tests passed.

    No visible or machine-readable dates were found on the homepage.

    Content Structure75/100

    Result: average. 3 of 4 tests passed.

    Excellent heading hierarchy and semantic HTML, but paragraph structure is fragmented.

    Entity Definition65/100

    Result: average. 2 of 4 tests passed.

    Strong brand consistency and about page, but lacks author identification.

    Technical Accessibility93/100

    Result: strong. 4 of 4 tests passed.

    Excellent crawler access and social meta tags. Meta description is slightly long.

    How kobo.com can improve its AI visibility

    • Implement Content Freshness Signals (high priority)
    • Enhance Author Identification (high priority)
    • Improve Content Readability (medium priority)
    • Expand Content Schemas (medium priority)
    • Complete Contact Information (medium priority)

    How kobo.com compares to its competitors