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    AI search visibility report · 2026-10-26

    How AI assistants see tobiasahlin.com

    tobiasahlin.com has an AI visibility score of 34/100. The site passed 8 of 34 tests. Its strongest areas are Technical Accessibility and Readability. The areas to improve are Content Freshness and Schema.org Markup.

    How ChatGPT, Claude and Perplexity read tobiasahlin.com

    Readability60/100

    Result: average. 2 of 4 tests passed.

    The content is readable but uses very long sentences that may hinder LLM processing.

    Schema.org Markup0/100

    Result: weak. 0 of 5 tests passed.

    There is no JSON-LD or microdata present on the page.

    Authority & Trust Signals20/100

    Result: weak. 0 of 5 tests passed.

    The site lacks trust pages and structured credentials, though it provides a contact email and social links.

    Citation & Source Quality48/100

    Result: weak. 0 of 4 tests passed.

    Outbound links exist but do not point to high-authority academic or primary data sources.

    Content Freshness0/100

    Result: weak. 0 of 4 tests passed.

    No dates are present in the HTML or schema to indicate content recency.

    Content Structure47/100

    Result: weak. 1 of 4 tests passed.

    Paragraphs are well-structured, but the heading hierarchy is broken with multiple H1s and no semantic HTML tags.

    Entity Definition30/100

    Result: weak. 1 of 4 tests passed.

    The site identifies the person but lacks a dedicated about page and structured entity definitions.

    Technical Accessibility83/100

    Result: strong. 4 of 4 tests passed.

    Excellent AI crawler access and social meta tags, though there is a partial dependency on JavaScript.

    How tobiasahlin.com can improve its AI visibility

    • Implement JSON-LD Schema Markup (high priority)
    • Repair Heading Hierarchy (high priority)
    • Establish Authority Pages (medium priority)
    • Add Content Date Signals (medium priority)
    • Optimize Meta Description (low priority)

    How tobiasahlin.com compares to its competitors