LLMaoLLMao

    AI search visibility report · 2026-06-04

    How AI assistants see sage.com

    sage.com has an AI visibility score of 49/100. The site passed 16 of 34 tests. Its strongest areas are Schema.org Markup and Technical Accessibility. The areas to improve are Content Freshness and Entity Definition.

    How ChatGPT, Claude and Perplexity read sage.com

    Readability50/100

    Result: weak. 2 of 4 tests passed.

    Content is technically dense with a low Flesch Reading Ease score, though sentence length is generally acceptable.

    Schema.org Markup74/100

    Result: average. 4 of 5 tests passed.

    Basic technical implementation is valid, but it lacks the depth of content-specific schemas (Product, FAQ) needed for rich LLM results.

    Authority & Trust Signals44/100

    Result: weak. 2 of 5 tests passed.

    Strong trust signals via partnerships (MLB, AICPA) and legal pages, but lacks specific author credentials and visible publication dates.

    Citation & Source Quality60/100

    Result: average. 3 of 4 tests passed.

    Good use of internal and external links for navigation, but lacks authoritative outbound citations to third-party data or primary research.

    Content Freshness0/100

    Result: weak. 0 of 4 tests passed.

    Critical failure: No dates found in metadata or visible text, making it impossible for LLMs to determine content recency.

    Content Structure44/100

    Result: weak. 0 of 4 tests passed.

    Poor structure with multiple H1 tags and a lack of semantic sectioning, which confuses LLM parsing of content priority.

    Entity Definition40/100

    Result: weak. 2 of 4 tests passed.

    Brand consistency is high, but the lack of an 'About' page and author identification weakens the entity's knowledge graph presence.

    Technical Accessibility73/100

    Result: average. 3 of 4 tests passed.

    Excellent JS-independent accessibility, but the robots.txt file actively blocks major AI crawlers.

    How sage.com can improve its AI visibility

    • Add Publication and Modification Dates (high priority)
    • Enable AI Crawler Access (high priority)
    • Optimize Heading Hierarchy (medium priority)
    • Strengthen Entity Definition (medium priority)
    • Implement Content-Specific Schemas (medium priority)

    How sage.com compares to its competitors