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    AI search visibility report · 2026-05-14

    How AI assistants see indiehackers.com

    indiehackers.com has an AI visibility score of 58/100. The site passed 21 of 34 tests. Its strongest areas are Readability and Technical Accessibility. The areas to improve are Schema.org Markup and Content Freshness.

    How ChatGPT, Claude and Perplexity read indiehackers.com

    Readability85/100

    Result: strong. 4 of 4 tests passed.

    High clarity, active voice, and appropriate sentence length for a developer audience.

    Schema.org Markup10/100

    Result: weak. 1 of 5 tests passed.

    Almost entirely absent. No JSON-LD found in the provided HTML, only standard Meta tags.

    Authority & Trust Signals55/100

    Result: weak. 2 of 5 tests passed.

    Strong social proof via upvotes/comments, but lacks visible dates and clear author credentials on the homepage.

    Citation & Source Quality50/100

    Result: weak. 2 of 4 tests passed.

    Internal linking is excellent, but outbound links to primary sources (the products themselves) are often buried or missing from summaries.

    Content Freshness40/100

    Result: weak. 2 of 4 tests passed.

    Content is clearly recent based on topics (Vibe Coding), but lacks explicit date stamps in the HTML/Schema.

    Content Structure70/100

    Result: average. 4 of 4 tests passed.

    Good use of semantic HTML (nav, main) but heading hierarchy is weak on the homepage.

    Entity Definition60/100

    Result: average. 3 of 4 tests passed.

    Brand consistency is high, but lacks a formal About page and Person schema for founders.

    Technical Accessibility75/100

    Result: average. 3 of 4 tests passed.

    Good meta descriptions and social tags, but high JS dependency (Ember.js).

    How indiehackers.com can improve its AI visibility

    • Implement Structured Data (JSON-LD) (high priority)
    • Add Visible Publication Dates (high priority)
    • Improve Non-JS Accessibility (high priority)
    • Define Entity via About Page (medium priority)
    • Enhance Outbound Citations (low priority)

    How indiehackers.com compares to its competitors