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    AI search visibility report · 2026-06-08

    How AI assistants see canonical.com

    canonical.com has an AI visibility score of 42/100. The site passed 12 of 34 tests. Its strongest areas are Technical Accessibility and Content Structure. The areas to improve are Content Freshness and Schema.org Markup.

    How ChatGPT, Claude and Perplexity read canonical.com

    Readability30/100

    Result: weak. 0 of 4 tests passed.

    Extremely long sentences and low Flesch-Kincaid scores make it difficult for LLMs to parse efficiently.

    Schema.org Markup0/100

    Result: weak. 0 of 5 tests passed.

    Complete absence of JSON-LD structured data.

    Authority & Trust Signals28/100

    Result: weak. 0 of 5 tests passed.

    Lacks specific publication dates and detailed physical contact info on the homepage, though brand trust is high.

    Citation & Source Quality74/100

    Result: average. 2 of 4 tests passed.

    High volume of internal/navigational links, but lacks external authoritative citations for enterprise claims.

    Content Freshness0/100

    Result: weak. 0 of 4 tests passed.

    No dates found in metadata or visible text to indicate when the content was last reviewed.

    Content Structure76/100

    Result: average. 4 of 4 tests passed.

    Excellent heading hierarchy and use of semantic HTML sections.

    Entity Definition43/100

    Result: weak. 2 of 4 tests passed.

    Brand consistency is strong, but lacks structured Person/Organization schema to define the entity.

    Technical Accessibility100/100

    Result: strong. 4 of 4 tests passed.

    Excellent technical setup with full AI crawler access and strong social metadata.

    How canonical.com can improve its AI visibility

    • Implement JSON-LD Schema Markup (high priority)
    • Reduce Sentence Length for LLM Parsing (high priority)
    • Add Visible Publication/Modification Dates (medium priority)
    • Enhance Trust Signals and Authoritative Data (medium priority)
    • Improve Outbound Citation Quality (low priority)

    How canonical.com compares to its competitors