LLMaoLLMao

    AI search visibility report · 2026-10-30

    How AI assistants see preqin.com

    preqin.com has an AI visibility score of 56/100. The site passed 16 of 34 tests. Its strongest areas are Technical Accessibility and Schema.org Markup. The areas to improve are Content Freshness and Readability.

    How ChatGPT, Claude and Perplexity read preqin.com

    Readability30/100

    Result: weak. 0 of 4 tests passed.

    The content is extremely difficult to read with very long, complex sentences that result in a negative Flesch score.

    Schema.org Markup74/100

    Result: average. 4 of 5 tests passed.

    JSON-LD is valid and core schemas are present, but content-specific schemas are missing.

    Authority & Trust Signals40/100

    Result: weak. 1 of 5 tests passed.

    Trust pages are present, but the lack of author credentials and publication dates significantly hurts trust signals.

    Citation & Source Quality74/100

    Result: average. 2 of 4 tests passed.

    Inline citations are used well, but the site lacks links to external authoritative primary sources like government data.

    Content Freshness0/100

    Result: weak. 0 of 4 tests passed.

    No dates were found in the content or schema, making it impossible for LLMs to determine recency.

    Content Structure58/100

    Result: weak. 3 of 4 tests passed.

    Semantic tags are present, but the heading hierarchy is broken with multiple H1s and no section elements.

    Entity Definition70/100

    Result: average. 2 of 4 tests passed.

    The About page and Organization schema are strong, but the lack of author identification is a major gap.

    Technical Accessibility95/100

    Result: strong. 4 of 4 tests passed.

    Excellent crawler access and JS independence, though social meta tags are incomplete.

    How preqin.com can improve its AI visibility

    • Implement Visible Publication Dates (high priority)
    • Expand Content-Specific Schema (high priority)
    • Simplify Sentence Structure (medium priority)
    • Fix Semantic HTML and Heading Hierarchy (medium priority)
    • Enhance Author Identification (medium priority)

    How preqin.com compares to its competitors