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    AI search visibility report · 2026-06-25

    How AI assistants see together.ai

    together.ai has an AI visibility score of 53/100. The site passed 15 of 34 tests. Its strongest areas are Schema.org Markup and Technical Accessibility. The areas to improve are Content Freshness and Readability.

    How ChatGPT, Claude and Perplexity read together.ai

    Readability30/100

    Result: weak. 0 of 4 tests passed.

    Technical jargon is present but the primary issue is the extreme sentence length and lack of clarity in the parsed text.

    Schema.org Markup74/100

    Result: average. 4 of 5 tests passed.

    Core schemas are perfectly implemented, but the site lacks content-specific schemas (Article, FAQ) for its technical resources.

    Authority & Trust Signals44/100

    Result: weak. 1 of 5 tests passed.

    Strong trust pages (Privacy/Terms) but lacks specific author credentials and physical contact details in structured format.

    Citation & Source Quality52/100

    Result: weak. 2 of 4 tests passed.

    Good use of inline links for claims, but lacks high-authority external citations (.gov/.edu) to back technical benchmarks.

    Content Freshness0/100

    Result: weak. 0 of 4 tests passed.

    Critical failure: No publication or modification dates found in metadata or visible text, making content appear 'timeless' rather than 'current'.

    Content Structure69/100

    Result: average. 3 of 4 tests passed.

    Excellent heading hierarchy and semantic HTML usage, though paragraph structure is fragmented.

    Entity Definition65/100

    Result: average. 2 of 4 tests passed.

    Strong organization definition via About page and schema, but lacks individual author/person entities.

    Technical Accessibility70/100

    Result: average. 3 of 4 tests passed.

    Excellent JS independence and social meta, though meta description is too short and robots.txt blocks some AI-related crawlers.

    How together.ai can improve its AI visibility

    • Implement Visible Temporal Metadata (high priority)
    • Define Author/Researcher Entities (high priority)
    • Expand Content-Specific Schema (medium priority)
    • Optimize Sentence Structure for Clarity (medium priority)
    • Enhance Contact Transparency (low priority)

    How together.ai compares to its competitors