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    AI search visibility report · 2026-05-14

    How AI assistants see llamaindex.ai

    llamaindex.ai has an AI visibility score of 68/100. The site passed 23 of 34 tests. Its strongest areas are Content Structure and Readability. The areas to improve are Schema.org Markup and Content Freshness.

    How ChatGPT, Claude and Perplexity read llamaindex.ai

    Readability85/100

    Result: strong. 4 of 4 tests passed.

    Technical content is clear for the target audience, though some jargon (VLM, RAG) is assumed knowledge.

    Schema.org Markup0/100

    Result: weak. 0 of 5 tests passed.

    No JSON-LD schema blocks were detected in the provided HTML. This is a significant missed opportunity for LLM SEO.

    Authority & Trust Signals65/100

    Result: average. 3 of 5 tests passed.

    Strong social proof with brand logos and customer stories, but lacks specific contact details and visible publication dates.

    Citation & Source Quality60/100

    Result: average. 3 of 4 tests passed.

    Good internal linking to docs and GitHub, but lacks outbound citations to third-party research or primary data sources.

    Content Freshness50/100

    Result: weak. 2 of 4 tests passed.

    Content mentions 2026 context but lacks explicit date metadata (datePublished/dateModified).

    Content Structure90/100

    Result: strong. 4 of 4 tests passed.

    Excellent use of H1 and H2 tags with clear semantic sections. Navigation is well-organized.

    Entity Definition70/100

    Result: average. 3 of 4 tests passed.

    Brand consistency is high, but lacks a dedicated About page with structured Person schema for authors/founders.

    Technical Accessibility80/100

    Result: strong. 4 of 4 tests passed.

    Meta descriptions and social tags are present. Content is largely accessible, though JS dependency for some elements is likely.

    How llamaindex.ai can improve its AI visibility

    • Add Structured Data Markup (high priority)
    • Improve Trust Signals and Dates (high priority)
    • Expose Content Recency Metadata (medium priority)
    • Strengthen Entity Definition (medium priority)
    • Optimize AI Crawler Access (medium priority)

    How llamaindex.ai compares to its competitors