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    AI search visibility report · 2026-06-04

    How AI assistants see robinwieruch.de

    robinwieruch.de has an AI visibility score of 65/100. The site passed 23 of 34 tests. Its strongest areas are Technical Accessibility and Content Structure. The areas to improve are Content Freshness and Authority & Trust Signals.

    How ChatGPT, Claude and Perplexity read robinwieruch.de

    Readability80/100

    Result: strong. 4 of 4 tests passed.

    Good sentence length and clarity, though technical complexity (Flesch 42.7) is expected for this niche.

    Schema.org Markup74/100

    Result: average. 4 of 5 tests passed.

    Valid JSON-LD present for WebSite, but missing critical content-specific schemas like Course or Product.

    Authority & Trust Signals50/100

    Result: weak. 2 of 5 tests passed.

    Strong social proof from industry leaders, but lacks specific contact details (address/phone) and publication dates.

    Citation & Source Quality74/100

    Result: average. 3 of 4 tests passed.

    Excellent use of inline citations and external links, though lacks links to high-authority .gov/.edu domains.

    Content Freshness0/100

    Result: weak. 0 of 4 tests passed.

    No visible publication or modification dates found, making it difficult for LLMs to determine recency.

    Content Structure89/100

    Result: strong. 4 of 4 tests passed.

    Excellent heading hierarchy and semantic HTML usage. Paragraphs are concise and well-structured.

    Entity Definition58/100

    Result: weak. 2 of 4 tests passed.

    Strong brand consistency and About page presence, but lacks Person schema on the About page itself.

    Technical Accessibility93/100

    Result: strong. 4 of 4 tests passed.

    Excellent technical setup with full AI crawler access and strong social metadata.

    How robinwieruch.de can improve its AI visibility

    • Improve Contact Transparency (high priority)
    • Add Course and Product Schema (high priority)
    • Implement Visible Update Dates (medium priority)
    • Strengthen Author Entity Links (medium priority)
    • Schema-enable Social Proof (low priority)

    How robinwieruch.de compares to its competitors