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    AI search visibility report · 2026-06-13

    How AI assistants see convex.dev

    convex.dev has an AI visibility score of 46/100. The site passed 15 of 34 tests. Its strongest areas are Technical Accessibility and Content Structure. The areas to improve are Schema.org Markup and Content Freshness.

    How ChatGPT, Claude and Perplexity read convex.dev

    Readability55/100

    Result: weak. 2 of 4 tests passed.

    Content is technical and clear, but sentence length is significantly higher than the ideal range for LLM parsing.

    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 Signals32/100

    Result: weak. 2 of 5 tests passed.

    Strong social proof via testimonials, but lacks basic contact info and structured publication data.

    Citation & Source Quality47/100

    Result: weak. 1 of 4 tests passed.

    Uses <cite> tags effectively for testimonials, but lacks authoritative outbound links to documentation or industry standards.

    Content Freshness15/100

    Result: weak. 1 of 4 tests passed.

    No visible dates or schema-based date signals found on the homepage.

    Content Structure68/100

    Result: average. 3 of 4 tests passed.

    Good use of semantic HTML, but the heading hierarchy is broken with multiple H1s and skipped levels.

    Entity Definition63/100

    Result: average. 2 of 4 tests passed.

    Brand consistency is high, but lacks structured Person/Organization schema to define the entity for LLMs.

    Technical Accessibility100/100

    Result: strong. 4 of 4 tests passed.

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

    How convex.dev can improve its AI visibility

    • Add Core JSON-LD Schema (high priority)
    • Enhance Entity Trust Signals (high priority)
    • Expose Publication & Modification Dates (medium priority)
    • Optimize Heading Hierarchy (medium priority)
    • Implement Author Schema (low priority)

    How convex.dev compares to its competitors