Audit Report

www.debian.org

Audited May 9, 2026 at 3:30 AM

D
AI Readiness Score
35/100
15 of 46 checks passed, 11 failures, 12 warnings

Category breakdown

AI Discovery
25
1 / 9 passed
Content Quality
55
2 / 7 passed
Structured Data
0
0 / 4 passed
AI Visibility
15
0 / 5 passed
E-E-A-T Signals
56
2 / 4 passed
Technical Health
73
5 / 7 passed
Performance
83
2 / 3 passed
Trust Signals
33
0 / 4 passed
Link Quality
100
3 / 3 passed

Top issues to fix (showing 2 of 11)

Free preview shows the two most impactful issues. Unlock the full report below to see all 11 failures and 12 warnings with step-by-step fixes.

  1. llms.txt
    llms.txt is missing
    llms.txt is a new standard for AI agents (the LLM equivalent of robots.txt). It contains a machine-readable description of the site, services and content. Only ~10% of sites have it, adding it gives you an advantage.
  2. Sitemap
    sitemap.xml not found
    A sitemap helps AI bots and search engines crawl your site efficiently. AI crawlers like GPTBot and PerplexityBot actively use it.

Warnings (showing 2 of 12)

More issues (19)

  1. Open Graph
    Open Graph tags are missing
    OG tags determine how the link appears when shared and in AI answers.
  2. JSON-LD Data
    No structured data (JSON-LD)
    Sites with structured data have 2.8x higher chance of citation in AI answers. Add JSON-LD schema.org markup.
  3. Organization Schema
    Organization or LocalBusiness schema is missing
    This is the foundation for AI: who you are, what you do, where you are located.
  4. Brand entity disambiguation
    No Organization JSON-LD found
    Without Organization schema with sameAs links, AI assistants may confuse your brand with similarly-named entities. This is a leading cause of brand hallucinations in AI responses. Add Organization JSON-LD with sameAs links to LinkedIn, Wikipedia, Wikidata, Crunchbase, and your social profiles.
  5. Reddit / UGC presence
    No Reddit mentions found for "Debian"
    Reddit returned 403. Reddit is the most-cited source by Perplexity AI. Without organic discussions of your brand on Reddit, you miss a major AI citation channel. Consider engaging in relevant subreddits, AMA sessions, or supporting niche communities your customers already use.
  6. Citation-friendly content
    Content is not structured for AI citation
    AI assistants prefer content with question-style headings, short paragraph answers (40-80 words), bullet lists, FAQ schema, and citable statistics. Long unstructured prose is less likely to be excerpted by ChatGPT, Perplexity, or Gemini. Restructure your top pages with these patterns.
  7. Author markup with credentials
    No author information found
    AI assistants strongly weigh content authored by identifiable experts. Add Author schema with name, jobTitle, worksFor, and link to author bio page. This is one of the largest E-E-A-T signals in 2026.
  8. Image Alt Texts
    9 of 17 images have no alt text
    Alt texts help AI models understand visual content.
  9. Company Information
    Company information is missing
    Add an "About" page and Organization schema.org markup.
  10. Semantic HTML5
    Partial semantic HTML: <footer>, <article>, <section>
  11. H1 Heading
    Page has 4 H1 headings (recommended is 1)
  12. Content Volume
    Low content volume (291 words)
  13. Meta Description
    Meta description is too long (163 characters)
  14. AI Citability
    Partial AI citability: 4 definitions, 4 list items, partial contact info
  15. Canonical URL
    Canonical URL is missing
  16. Wikipedia presence
    Wikipedia article found: "Debian" (Linux distribution based on free and open-source software)
  17. Content freshness
    Current year (2026) appears in body, but no dateModified schema
  18. Contact Information
    Partial contact information, missing: phone
  19. Legal Pages
    Found only Terms of Service
Locked

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What is the AI Readiness Score?

A composite score across 46 signals that AI assistants like ChatGPT, Perplexity, and Gemini use when deciding whether to recommend or cite a website. Higher score means AI assistants understand your content, can navigate your site, and trust your brand. Lower score means you are leaving AI traffic on the table.