MediaWiki.org operates as a foundational infrastructure platform for open-source wiki technology, primarily serving developers, contributors, and technical users through its REST API and documentation ecosystem. The site holds a Global SEODiff Score of 58, placing it modestly within the competitive landscape, though its ACRI Score of 33 and F-grade indicate significant room for improvement in content quality, relevance, and user-centric design. Despite strong technical architecture—evidenced by a high Architecture Score of 86 and full sitemap declaration—its performance and content integrity metrics remain below par, particularly with a TTFB of 1,094ms and only 7,348 useful text bytes in a total HTML payload of 80.5 KB, suggesting substantial structural bloat and minimal on-page content density.
The site demonstrates strong AI-readiness, with AI bots (GPTbot, Claudebot, CCBot) explicitly allowed and no restrictive `noai` meta tags, supporting future compatibility with generative search. It also includes structured data for articles, which is a positive signal for semantic indexing. However, critical gaps persist: the absence of Organization, Product, Breadcrumb, and Website schema limits contextual richness for search engines. The extractability score of just 15 underscores severe content fragmentation and poor signal-to-noise ratio, exacerbated by a 11.2x token bloat ratio, indicating excessive non-semantic markup or redundant code that hinders both crawling and AI processing.
Architecturally, the site exhibits a well-connected internal link structure with 148 internal links and 36 external references, supporting link equity distribution, though the lack of breadcrumb and organizational schema weakens navigational and entity clarity. The Tranco Rank of 3,373 reflects moderate global traffic, but the AI Trust Score of 40.1 suggests limited confidence in content authenticity and reliability for AI-driven indexing. To elevate visibility and AI compatibility, prioritizing content cleanup, schema enrichment, and performance optimization—particularly TTFB and text-to-HTML ratio—would yield the highest return on investment.
🧮 Score Transparency — How is this calculated?
📊 ACRI Sub-Scores (AI Readiness Detail)
mediawiki.org shows stronger AI visibility than traditional SEO ranking. Great AI foundation to build on. ACRI measures technical crawler readiness. Read the methodology →
Why mediawiki.org ranks here
Fastest improvements
- Reduce token bloat (navigation/footer/code) so agents reach your main content faster (see Token Bloat).
- Create an
llms.txtfile so AI crawlers can discover your content structure without heavy crawling. Generate llms.txt → - Run a full entropy audit to find which DOM regions waste the most tokens. Run Entropy Audit →
⚠️ Crawl Failed: Anti-Bot Protection Detected
Fetch failed (network timeout / connection error)
The scores below may not reflect actual site quality. The crawler received a challenge page instead of real content.
Traditional SEO
43/100 25 % of Global Score 🟢 High Confidence📝 Title Tag
Optimal range: 30–60 characters for SERP display.
📋 Meta Description
Optimal range: 120–160 characters for snippet control.
🔤 Heading Hierarchy
- ✓ Exactly 1 <h1> tag — found 1
- ✓ Has <h2> headings — found 1
- ✓ <h2> not before <h1>
🔍 Indexability
- ✓ Canonical tag present →
https://www.mediawiki.org/wiki/MediaWiki - ✓ No noindex directive
- ✓ Meta viewport set
- ✓ HTML lang attribute →
en - ➖ Hreflang tags — N/A (single language site)
- ✓ Googlebot allowed by robots.txt
🌐 Social / OpenGraph
- ✓ og:title — MediaWiki
- ✗ og:description
- ✓ og:image — preview
- ✗ twitter:card
📐 How the SEO Pillar score is calculated
SEO Pillar = Title (20 pts) + Meta Desc (20 pts) + Heading Hierarchy (20 pts) + Indexability (20 pts) + Social/OG (20 pts)
Each sub-score is derived from the checks above. Canonical tag, lang attribute, og:image, and a single H1 are the highest-impact items.
AI Readiness / GEO
59/100 40 % of Global Score 🟢 High ConfidenceThis pillar aggregates citation share, hallucination risk, bot access, schema health, and content extractability. The individual diagnostic sections below contribute to this score.
Is AI lying about your brand? This panel measures how likely LLMs are to hallucinate facts when extracting information from your page.
🤖 Bot Access Matrix
📊 Structure & Information Density Docs
🏷️ Schema Health Docs
Schema Coverage Map
📐 AI Efficiency Metrics Docs
Token Bloat Research
Multimodal Readiness
TDM Rights
🔥 Structural Entropy Check Research
🔬 AI-Crawler Simulation
See your website the way AI crawlers do. CSS stripped, structure labeled, content chunked.
Toggle to "AI Agent View" to see what GPTBot, ClaudeBot, and other AI crawlers actually extract from this page.
AI Answer Preview
NEWSee how AI models summarize your site. Left: your actual content. Right: what the LLM extracts and says about you.
The LLM Interpretation
AI-VERIFIEDSEODiff AI analyzed the extracted content of mediawiki.org and produced this structured business intelligence. Fields marked SEMANTIC VOID indicate information the AI could not find — a critical gap in your site’s machine-readability.
🔧 Tech Stack
Performance & Speed
53/100 20 % of Global Score 🟢 High Confidence⏱️ Time to First Byte
Google considers <200 ms "good". AI crawlers may have even shorter timeouts.
📦 Page Weight
DOM nodes
HTML payload
🗄️ Cache & CDN
- ✓ Cache-Control header →
private, s-maxage=0, max-age=0, must-revalidate, no-transform - ✗ CDN cache status
- ✗ CDN detected
🔬 Tracker Tax
tracker scripts
third-party domains
token overhead
📐 How the Performance Pillar score is calculated
Perf Pillar = TTFB (35 pts) + Page Weight (25 pts) + Cache/CDN (20 pts) + Tracker Tax (20 pts)
TTFB <200 ms = full marks. DOM >3000 or payload >300 KB incurs heavy penalties. Tracker scripts beyond 5 reduce score.
Architecture & Trust
92/100 15 % of Global Score 🟢 High Confidence🗺️ Sitemap & Robots
- ✓ Sitemap declared in robots.txt →
https://www.mediawiki.org/w/rest.php/site/v1/sitemap/0 - ✓ Googlebot allowed
- ✓ GPTBot allowed
- ✓ ClaudeBot allowed
🔗 Linking
internal links
external links
🔒 Security & Trust
- ✓ HSTS header (Strict-Transport-Security)
- ✓ Content-Security-Policy header
- ✓ HTTP status 200 OK (got 200)
♿ Accessibility Signals
- ✓ HTML lang attribute → en
- ✓ Meta viewport for mobile
- ✓ Single H1 for screen readers
📐 How the Architecture Pillar score is calculated
Arch Pillar = Sitemap & Robots (30 pts) + Linking (25 pts) + Security (25 pts) + Accessibility (20 pts)
Having a valid sitemap, allowing AI bots, HSTS, and a good internal link count are the highest-impact items.
🏅 AI-Verified Trust Badge
Your site is currently blocking AI crawlers. Unblock them and rescan to earn your AI-Verified badge.
<a href="https://seodiff.io/radar/domains/mediawiki.org" rel="noopener"><img src="https://seodiff.io/api/v1/badge?domain=mediawiki.org" alt="AI-Verified by SEODiff" width="280" height="52"></a>
💡 Paste in your site footer, GitHub README, or email signature. Badge updates automatically as your score changes.
� Deep Crawl Analysis 23 pages · Deep-10
Homepage scores 33, but internal pages average only 2 — a -31-point gap. Blogs, docs, and legacy content are dragging down AI readability site-wide.
| Page | Type | ACRI | Token Bloat | Words | Status |
|---|---|---|---|---|---|
| docs | 52 | 4.7× | 40 | ✓ | |
| pricing | 0 | 0.0× | 0 | ✓ | |
| blog | 0 | 0.0× | 0 | ✓ | |
| blog | 0 | 0.0× | 0 | ✓ | |
| about | 0 | 0.0× | 0 | ✓ | |
| support | 0 | 0.0× | 0 | ✓ | |
| product | 0 | 0.0× | 0 | ✓ | |
| product | 0 | 0.0× | 0 | ✓ | |
| product | 0 | 0.0× | 0 | ✓ | |
| blog | 0 | 0.0× | 0 | ✓ | |
| docs | 0 | 0.0× | 0 | ✓ | |
| conversion | 0 | 0.0× | 0 | ✓ | |
| conversion | 0 | 0.0× | 0 | ✓ | |
| social-proof | 0 | 0.0× | 0 | ✓ | |
| support | 0 | 0.0× | 0 | ✓ | |
| support | 0 | 0.0× | 0 | ✓ | |
| support | 0 | 0.0× | 0 | ✓ | |
| integrations | 0 | 0.0× | 0 | ✓ | |
| trust | 0 | 0.0× | 0 | ✓ | |
| trust | 0 | 0.0× | 0 | ✓ |
| Path | Pages | Avg ACRI | Ghost % | Bloat | Top Issue |
|---|---|---|---|---|---|
| /faq/ | 1 | 0 | 0% | 0.0× | Low AI Readiness |
| /security/ | 1 | 0 | 0% | 0.0× | Low AI Readiness |
| /support/ | 1 | 0 | 0% | 0.0× | Low AI Readiness |
| /get-started/ | 1 | 0 | 0% | 0.0× | Low AI Readiness |
| /terms/ | 1 | 0 | 0% | 0.0× | Low AI Readiness |
| /api/ | 1 | 52 | 0% | 4.7× | Thin Content |
| /case-studies/ | 1 | 0 | 0% | 0.0× | Low AI Readiness |
| /docs/ | 1 | 0 | 0% | 0.0× | Low AI Readiness |
| /demo/ | 1 | 0 | 0% | 0.0× | Low AI Readiness |
| /privacy/ | 1 | 0 | 0% | 0.0× | Low AI Readiness |
| /trust/ | 1 | 0 | 0% | 0.0× | Low AI Readiness |
| /solutions/ | 1 | 0 | 0% | 0.0× | Low AI Readiness |
| /products/ | 1 | 0 | 0% | 0.0× | Low AI Readiness |
| /guides/ | 1 | 0 | 0% | 0.0× | Low AI Readiness |
| /careers/ | 1 | 0 | 0% | 0.0× | Low AI Readiness |
Scores update automatically each month. Create a free account for on-demand re-crawls (3/month free).
🔌 API Access
Pull this data programmatically. All sub-page metrics are available via our public API.
curl https://seodiff.io/api/v1/deep10/domain/mediawiki.orgGet your free API key — 100 requests/month included.
🔗 Similar infrastructure Sites
Domains with a similar tech stack, industry, and AI readiness profile to mediawiki.org. Compare side-by-side.
| Domain | ACRI | AI Score | Tech Stack | Token Bloat | Schema | |
|---|---|---|---|---|---|---|
| mediawiki.org (this site) | 33 | 78 | MediaWiki | 11.2× | 1 | — |
| wbphidcl.com | 58 | 79 | Custom / Proprietary | 10.5× | 0 | Compare → |
| costadaurada.cat | 58 | 79 | Drupal | 12.0× | 0 | Compare → |
| woospeak.com | 58 | 74 | Ruby on Rails | 10.0× | 0 | Compare → |
| federatedwireless.ai | 58 | 76 | WordPress | 12.6× | 2 | Compare → |
| toriamos.com | 58 | 88 | WordPress | 14.8× | 1 | Compare → |
📊 Semantic Share of Voice
How often would an AI cite mediawiki.org when users ask about topics in this domain's niche? We run entity queries through our 188k-page search index and measure citation probability.
Analyzing citation landscape…
Remediation Patches
COPY-PASTEAuto-generated code fixes tailored to mediawiki.org. Copy and paste these into your codebase to improve AI visibility. These patches are mathematically proven to increase extraction accuracy →
<script type="application/ld+json">
{
"@context": "https://schema.org",
"@type": "Organization",
"name": "Mediawiki",
"url": "https://mediawiki.org",
"logo": "https://mediawiki.org/static/apple-touch/mediawiki.png",
"sameAs": []
}
</script>
<script type="application/ld+json">
{
"@context": "https://schema.org",
"@type": "WebSite",
"name": "Mediawiki",
"url": "https://mediawiki.org",
"potentialAction": {
"@type": "SearchAction",
"target": "https://mediawiki.org/search?q={search_term_string}",
"query-input": "required name=search_term_string"
}
}
</script>
<!-- Move inline CSS to external stylesheets --> <link rel="stylesheet" href="/css/main.css"> <!-- Move inline scripts to external files with defer --> <script src="/js/app.js" defer></script> <!-- Remove duplicate navigation blocks --> <!-- Keep only ONE <nav> in the <header> --> <!-- Ensure <main> wraps your primary content --> <main> <!-- Your content here — this is what AI sees first --> </main>
<script type="application/ld+json">
{
"@context": "https://schema.org",
"@type": "FAQPage",
"mainEntity": [
{
"@type": "Question",
"name": "What is Mediawiki?",
"acceptedAnswer": {
"@type": "Answer",
"text": "Add your answer here — describe what Mediawiki does in 1-2 sentences."
}
},
{
"@type": "Question",
"name": "How does Mediawiki work?",
"acceptedAnswer": {
"@type": "Answer",
"text": "Explain the key features and how users interact with Mediawiki."
}
}
]
}
</script>
Projected Impact
ROI EST.If you apply the patches above, here's the estimated improvement for mediawiki.org:
*Estimates based on SEODiff's scoring model. Actual results depend on implementation quality.
📋 Data Export
Download scores and metadata for audits, client reports, or CI/CD pipelines. Exports contain computed metrics only (no copyrighted content).
All data is generated automatically and updated with each crawl. JSON exports contain scores and metadata only (no copyrighted content).
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