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    AI search visibility report · 2026-06-07

    How AI assistants see egghead.io

    egghead.io has an AI visibility score of 28/100. The site passed 7 of 34 tests. Its strongest areas are Technical Accessibility and Content Structure. The areas to improve are Content Freshness and Citation & Source Quality.

    How ChatGPT, Claude and Perplexity read egghead.io

    Readability25/100

    Result: weak. 0 of 4 tests passed.

    Extremely poor readability scores due to the lack of sentence-terminating punctuation and paragraph structure in the scraped text.

    Schema.org Markup0/100

    Result: weak. 0 of 5 tests passed.

    Complete absence of JSON-LD schema markup. This is a major missed opportunity for LLM indexing.

    Authority & Trust Signals23/100

    Result: weak. 0 of 5 tests passed.

    Missing critical trust signals like physical address and detailed author credentials in structured format. Privacy policy is present.

    Citation & Source Quality0/100

    Result: weak. 0 of 4 tests passed.

    Zero outbound links or inline citations found on the homepage, providing no external context for LLMs.

    Content Freshness0/100

    Result: weak. 0 of 4 tests passed.

    No publication or modification dates detected in metadata or visible text, making it impossible for LLMs to verify recency.

    Content Structure60/100

    Result: average. 3 of 4 tests passed.

    Excellent heading hierarchy, but a total lack of paragraph tags (<p>) and minimal semantic sectioning.

    Entity Definition25/100

    Result: weak. 0 of 4 tests passed.

    No About page or Person schema. Brand consistency is good, but entity relationships are weak.

    Technical Accessibility93/100

    Result: strong. 4 of 4 tests passed.

    Strong technical foundation with AI crawler access, JS-independent content, and valid social meta tags.

    How egghead.io can improve its AI visibility

    • Implement Structured Data (JSON-LD) (high priority)
    • Fix Semantic Paragraph Structure (high priority)
    • Add Content Freshness Signals (medium priority)
    • Strengthen Entity Definition (medium priority)
    • Improve Outbound Citations (low priority)

    How egghead.io compares to its competitors