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    AI search visibility report · 2026-05-27

    How AI assistants see siemens.com

    siemens.com has an AI visibility score of 56/100. The site passed 15 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 siemens.com

    Readability25/100

    Result: weak. 0 of 4 tests passed.

    Extremely poor readability due to massive sentence lengths and high complexity, which may hinder LLM summarization.

    Schema.org Markup74/100

    Result: average. 4 of 5 tests passed.

    Valid JSON-LD present but very basic (WebPage only). Missing critical content-specific schemas like Article or Product.

    Authority & Trust Signals25/100

    Result: weak. 0 of 5 tests passed.

    Lacks specific author credentials, publication dates, and comprehensive contact details like a physical address. Trust pages are limited to terms.

    Citation & Source Quality54/100

    Result: weak. 1 of 4 tests passed.

    Good use of inline citations for internal/external navigation, but lacks links to high-authority external primary sources (.gov, .edu).

    Content Freshness0/100

    Result: weak. 0 of 4 tests passed.

    Critical failure: No publication or modification dates found in schema or visible text, making content recency impossible for LLMs to verify.

    Content Structure98/100

    Result: strong. 4 of 4 tests passed.

    Excellent technical structure with a perfect heading hierarchy and strong use of semantic HTML elements.

    Entity Definition58/100

    Result: weak. 2 of 4 tests passed.

    Strong brand consistency and clear about page, but lacks Person schema for authors and formal term definitions.

    Technical Accessibility100/100

    Result: strong. 4 of 4 tests passed.

    Perfect technical accessibility with full AI crawler access, JS independence, and complete social metadata.

    How siemens.com can improve its AI visibility

    • Add Verifiable Publication & Modification Dates (high priority)
    • Improve Sentence-Level Readability (high priority)
    • Implement Author Identification & Credentials (medium priority)
    • Expand Content-Specific Schema Markup (medium priority)
    • Enhance Transparency of Contact Information (low priority)

    How siemens.com compares to its competitors