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    AI search visibility report · 2026-10-12

    How AI assistants see cleancoder.com

    cleancoder.com has an AI visibility score of 21/100. The site passed 8 of 34 tests. Its strongest areas are Citation & Source Quality and Readability. The areas to improve are Content Freshness and Authority & Trust Signals.

    How ChatGPT, Claude and Perplexity read cleancoder.com

    Readability50/100

    Result: weak. 2 of 4 tests passed.

    Sentences are excessively long, though vocabulary is simple.

    Schema.org Markup0/100

    Result: weak. 0 of 5 tests passed.

    No JSON-LD or microdata present on the page.

    Authority & Trust Signals0/100

    Result: weak. 0 of 5 tests passed.

    Lacks contact details, trust pages, and structured credentials.

    Citation & Source Quality62/100

    Result: average. 2 of 4 tests passed.

    High density of inline links, but lacks authoritative external citations.

    Content Freshness0/100

    Result: weak. 0 of 4 tests passed.

    Visible dates in text are current (2026), but lack machine-readable markup.

    Content Structure10/100

    Result: weak. 0 of 4 tests passed.

    No heading tags or semantic HTML elements found. Organization is purely visual.

    Entity Definition30/100

    Result: weak. 2 of 4 tests passed.

    No dedicated about page or author schema to define the entity.

    Technical Accessibility40/100

    Result: weak. 2 of 4 tests passed.

    Robots.txt is open, but lacks meta descriptions and social tags.

    How cleancoder.com can improve its AI visibility

    • Implement Heading Hierarchy (high priority)
    • Add JSON-LD Schema Markup (high priority)
    • Add Meta Description (high priority)
    • Create Dedicated About Page (medium priority)
    • Enhance Trust Signals (medium priority)

    How cleancoder.com compares to its competitors