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    AI search visibility report · 2026-06-22

    How AI assistants see fiddler.ai

    fiddler.ai has an AI visibility score of 36/100. 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 fiddler.ai

    Readability25/100

    Result: weak. 0 of 4 tests passed.

    Sentences are extremely long (avg 53 words) and the reading ease score is very low, indicating high complexity.

    Schema.org Markup0/100

    Result: weak. 0 of 5 tests passed.

    A JSON-LD block is present but failed to parse, resulting in zero valid schema entities being detected.

    Authority & Trust Signals46/100

    Result: weak. 3 of 5 tests passed.

    Strong social proof with logos and news mentions, but lacks structured author credentials and specific publication dates.

    Citation & Source Quality12/100

    Result: weak. 0 of 4 tests passed.

    Contains external links to news and partners, but lacks inline citations or primary source attribution for technical claims.

    Content Freshness0/100

    Result: weak. 0 of 4 tests passed.

    No dates found in schema or visible text to verify content recency, despite 2026 copyright/meta signals.

    Content Structure65/100

    Result: average. 3 of 4 tests passed.

    Excellent heading hierarchy and semantic sectioning, but completely lacks paragraph (<p>) tags for text content.

    Entity Definition43/100

    Result: weak. 2 of 4 tests passed.

    About page is present and brand naming is consistent, but lacks Person schema for authors/leaders.

    Technical Accessibility88/100

    Result: strong. 4 of 4 tests passed.

    Excellent AI crawler access and meta-tag implementation. Content is accessible without JavaScript.

    How fiddler.ai can improve its AI visibility

    • Fix Broken JSON-LD Schema (high priority)
    • Implement Semantic Paragraph Tags (high priority)
    • Add Visible Publication Dates (medium priority)
    • Define Author Entities with Person Schema (medium priority)
    • Improve Inline Factual Citations (low priority)

    How fiddler.ai compares to its competitors