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    AI search visibility report · 2026-06-06

    How AI assistants see lobste.rs

    lobste.rs has an AI visibility score of 48/100. The site passed 16 of 34 tests. Its strongest areas are Content Freshness and Readability. The areas to improve are Schema.org Markup and Content Structure.

    How ChatGPT, Claude and Perplexity read lobste.rs

    Readability80/100

    Result: strong. 3 of 4 tests passed.

    Good readability scores and sentence lengths, though technical jargon is common (expected for the niche).

    Schema.org Markup0/100

    Result: weak. 0 of 5 tests passed.

    Completely absent. No JSON-LD or microdata found.

    Authority & Trust Signals40/100

    Result: weak. 2 of 5 tests passed.

    Strong publication dates and social proof through comments, but lacks contact info and formal trust pages.

    Citation & Source Quality77/100

    Result: average. 3 of 4 tests passed.

    Excellent use of primary sources and inline citations (links), though few are to traditional 'authoritative' domains (.gov/.edu).

    Content Freshness90/100

    Result: strong. 4 of 4 tests passed.

    Extremely high freshness with multiple updates per day and clear timestamps.

    Content Structure22/100

    Result: weak. 0 of 4 tests passed.

    Poor semantic structure with no heading tags and limited use of modern semantic HTML elements.

    Entity Definition58/100

    Result: weak. 2 of 4 tests passed.

    Consistent branding and an About page exist, but lack of schema and formal author bios limits entity clarity.

    Technical Accessibility50/100

    Result: weak. 2 of 4 tests passed.

    Content is accessible without JS, but the site actively blocks AI crawlers and lacks meta descriptions.

    How lobste.rs can improve its AI visibility

    • Remove AI Crawler Blocks in robots.txt (high priority)
    • Implement JSON-LD Schema Markup (high priority)
    • Establish Proper Heading Hierarchy (high priority)
    • Add Meta Description Tag (medium priority)
    • Enhance Entity Definition with Organization Schema (medium priority)

    How lobste.rs compares to its competitors