LLMaoLLMao

    AI search visibility report · 2026-06-09

    How AI assistants see github.com

    github.com has an AI visibility score of 53/100. The site passed 18 of 34 tests. Its strongest areas are Content Freshness and Technical Accessibility. The areas to improve are Schema.org Markup and Authority & Trust Signals.

    How ChatGPT, Claude and Perplexity read github.com

    Readability50/100

    Result: weak. 2 of 4 tests passed.

    Sentences are of appropriate length, but the technical complexity results in a very low Flesch Reading Ease score.

    Schema.org Markup0/100

    Result: weak. 0 of 5 tests passed.

    Complete absence of JSON-LD schema markup. This is a significant missed opportunity for LLM optimization.

    Authority & Trust Signals36/100

    Result: weak. 1 of 5 tests passed.

    Strong publication and modification dates, but lacks visible trust pages (Privacy/Terms) and structured contact info (address/phone) on the homepage.

    Citation & Source Quality72/100

    Result: average. 3 of 4 tests passed.

    Excellent use of inline citations for claims, though outbound links to high-authority external domains (.gov/.edu) are absent.

    Content Freshness85/100

    Result: strong. 4 of 4 tests passed.

    Content is highly fresh with a 2026 modification date and clear update signals (changelog).

    Content Structure67/100

    Result: average. 3 of 4 tests passed.

    Good use of semantic HTML sections, but the heading hierarchy is broken with 4 H1 tags and skipped levels.

    Entity Definition58/100

    Result: weak. 2 of 4 tests passed.

    About page is present, but the lack of Organization or Person schema limits the LLM's ability to define the entity formally.

    Technical Accessibility85/100

    Result: strong. 3 of 4 tests passed.

    Excellent AI crawler access and social meta tags, but the meta description is significantly too short.

    How github.com can improve its AI visibility

    • Implement Core JSON-LD Schema (high priority)
    • Fix Heading Hierarchy and Multiple H1s (high priority)
    • Add Trust and Legal Pages to Footer (medium priority)
    • Optimize Meta Description Length (medium priority)
    • Improve Content Readability Score (low priority)

    How github.com compares to its competitors