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    AI search visibility report · 2026-06-07

    How AI assistants see wesbos.com

    wesbos.com has an AI visibility score of 43/100. The site passed 12 of 34 tests. Its strongest areas are Readability and Citation & Source Quality. The areas to improve are Content Freshness and Schema.org Markup.

    How ChatGPT, Claude and Perplexity read wesbos.com

    Readability100/100

    Result: strong. 4 of 4 tests passed.

    Excellent readability scores and sentence structure, making it highly accessible for LLM processing.

    Schema.org Markup0/100

    Result: weak. 0 of 5 tests passed.

    Complete absence of JSON-LD or any structured data markup. This is a major gap for LLM SEO.

    Authority & Trust Signals40/100

    Result: weak. 1 of 5 tests passed.

    Strong social proof and trust pages, but lacks structured publication metadata and explicit author credentials in schema.

    Citation & Source Quality75/100

    Result: average. 3 of 4 tests passed.

    Excellent use of inline citations to external resources, though lacks links to traditional high-authority (.gov/.edu) domains.

    Content Freshness0/100

    Result: weak. 0 of 4 tests passed.

    Visible dates are present in text (June 3, 2026), but completely absent from machine-readable metadata.

    Content Structure43/100

    Result: weak. 1 of 4 tests passed.

    Missing H1 tag and semantic sectioning, though paragraph structure is good for readability.

    Entity Definition48/100

    Result: weak. 1 of 4 tests passed.

    Strong brand consistency and a dedicated about page, but lacks the Person schema necessary for LLM entity linking.

    Technical Accessibility54/100

    Result: weak. 2 of 4 tests passed.

    Good AI crawler access and social meta, but missing a meta description and has partial JS dependency.

    How wesbos.com can improve its AI visibility

    • Implement Core JSON-LD Schema (high priority)
    • Add Meta Description (high priority)
    • Fix Heading Hierarchy (Add H1) (high priority)
    • Expose Content Freshness Signals (medium priority)
    • Strengthen Entity Consistency (medium priority)

    How wesbos.com compares to its competitors