mob-edu.ru 50 D
🛡️ SEO 41 🤖 GEO 54 ⚡ Perf 42 🏗️ Arch 68

mob-edu.ru — Global SEODiff Score 50/100

mob-edu.ru
📊

At 64/100, mob-edu.ru falls in the moderate bracket of AI-Readiness, suggesting its content is partially accessible to AI systems but not fully optimized. In the infrastructure sector, mob-edu.ru outperforms the average (57), suggesting strong competitive positioning in AI search. Content is delivered server-side, meaning bots and AI agents can parse the full page without executing JavaScript. The bloated 50.0× token ratio highlights an urgent need to clean up non-content markup, scripts, and navigation clutter. Zero schema blocks puts this site at a disadvantage in knowledge graph and AI-answer pipelines that rely on explicit structured data. All major AI bot user-agents (GPTBot, ClaudeBot, CCBot, Google-Extended) are permitted by robots.txt, ensuring broad AI crawler access.

50
D — Global SEODiff Score
Comprehensive search visibility assessment
Below average — Traditional SEO (41) has the most room for improvement.
🎯 Top Fix: Reduce token bloat (65×) → +5–10 pts
🔬 Automated SEODiff Assessment · Snapshot: Mar 14, 2026 · 📋 API
📈 ACRI Trend 2 snapshots
Mar 8 Mar 14
🔔 Recent AI Indexing Activity
No recent changes detected by adaptive crawler.
Does your site score higher than mob-edu.ru?
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🧮 Score Transparency — How is this calculated?
🛡️ Traditional SEO (25% weight)41 × 0.25 = 10.2
🤖 AI Readiness / GEO (40% weight)54 × 0.40 = 21.6
⚡ Performance (20% weight)42 × 0.20 = 8.4
🏗️ Architecture & Trust (15% weight)68 × 0.15 = 10.2
Weighted sum = 10.2 + 21.6 + 8.4 + 10.2
Global SEODiff Score = 50 (D)
📊 ACRI Sub-Scores (AI Readiness Detail)
100
Bot Access
avg 92
97
Rendering
avg 93
24
Structure
avg 35
0
Schema
avg 9
50
Tech Stack
avg 63
🔀
Visibility Delta: Google vs AI
Google (Tranco)
Top 4%
Rank #39914
+44 pts
Gap
AI (ACRI)
Top 47%
Score 64/100

mob-edu.ru punches above its weight in AI — AI visibility exceeds Google ranking. This is a competitive moat worth protecting. ACRI measures technical crawler readiness. Read the methodology →

Why mob-edu.ru ranks here

Tech stackCustom / Proprietary
RenderingHybrid
Schema coverage0 blocks
Token bloat50×+

Fastest improvements

  • Add basic Organization and WebSite JSON-LD to fix “0 schema blocks” (see Schema Coverage).
  • Reduce token bloat (navigation/footer/code) so agents reach your main content faster (see Token Bloat).
  • Create an llms.txt file 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 →
🧪

JavaScript Rendering Check

We check what AI crawlers miss when they skip JavaScript execution.

Running headless browser to simulate AI extraction…
🛡️

Traditional SEO

41/100 25 % of Global Score 🟢 High Confidence

📝 Title Tag

237 chars
Too long

Optimal range: 30–60 characters for SERP display.

📋 Meta Description

183 chars
Too long

Optimal range: 120–160 characters for snippet control.

🔤 Heading Hierarchy

  • ✓ Exactly 1 <h1> tag — found 1
  • ✓ Has <h2> headings — found 9
  • ✓ <h2> not before <h1>

🔍 Indexability

  • ✓ Canonical tag present → https://mob-edu.ru
  • ✓ No noindex directive
  • ✓ Meta viewport set
  • ✓ HTML lang attribute → ru
  • ➖ Hreflang tags — N/A (single language site)
  • ✓ Googlebot allowed by robots.txt

🌐 Social / OpenGraph

  • ✓ og:title — Мобильное Электронное Образование — разработчик российского ПО, безопасной цифровой среды для всех уровней общего образования.
  • ✓ og:description — Передовые решения в образовательной среде для развития востребованных специалистов на рынке труда
  • ✓ og:image — preview
  • ✓ twitter:card — summary_large_image
📐 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

54/100 40 % of Global Score 🟢 High Confidence

This pillar aggregates citation share, hallucination risk, bot access, schema health, and content extractability. The individual diagnostic sections below contribute to this score.

🔗

Citation Alternatives

Research
💡
Insight: In the infrastructure sector, safely.co.jp (ACRI: 90) currently has stronger AI extractability. AI models tend to prefer sources with higher semantic structure and schema coverage. Domains with ACRI < 40 see 3.5× more hallucinations. Read the research →
mob-edu.ru
37
Your ACRI Score
90
Industry Peer ACRI
AI models prioritize pages with strong semantic structure and schema coverage. safely.co.jp has schema coverage of 3 blocks and uses WordPress. Improve your score by implementing the remediation patches below.
📊 Side-by-Side Comparison →
🚨

Hallucination Risk

Research

Is AI lying about your brand? This panel measures how likely LLMs are to hallucinate facts when extracting information from your page.

Analyzing hallucination risk…

🤖 Bot Access Matrix

GPTBot (OpenAI)
Allowed
ClaudeBot (Anthropic)
Allowed
CCBot (Common Crawl)
Allowed
Google-Extended
Allowed
Googlebot
Allowed

👻 Rendering (Ghost Ratio) Docs

Ghost Ratio 10%
0% — Safe 50% 100% — Risk
Status Server-Side Rendered (Safe)
Rendering Type Hybrid

📊 Structure & Information Density Docs

Structure Grade 24/100 — Low
Structured Elements 16 elements (16 lists, 0 rows, 0 headers)
Total Words901
Raw Density1.8%
💡Low structure score (24/100). Your content appears as a wall of text with few structured HTML elements. You have 16 list items, 0 table rows, 0 table headers. Convert features into <ul> lists and data into <table> elements to help AI models extract structured information.

🏷️ Schema Health Docs

Organization Schema ❌ Missing
Product / Service Schema ⚠️ Not Found
Total Schema Blocks0 — No JSON-LD detected

Schema Coverage Map

0/7 schema types detected
❌ Organization
❌ Product/Service
❌ Breadcrumb
❌ FAQ
❌ Article
❌ WebSite
💡Organization schema missing. AI models cannot identify your brand entity. Without it, your brand won't appear in Knowledge Panels or be associated with your content.
💡Product / Service schema missing. AI models don't know this is a SaaS product. Add Product or SoftwareApplication schema so AI understands what you offer and can surface pricing/features.
💡BreadcrumbList schema missing. AI cannot understand your site hierarchy or how pages relate to each other.
💡FAQ schema missing. Adding FAQPage schema lets AI models directly extract Q&A pairs for Featured Snippets and chatbot answers.
💡WebSite schema missing. Add WebSite + SearchAction so Google can generate a Sitelinks Search Box for your brand in AI results.

📐 AI Efficiency Metrics Docs

33
AI Extractability
High
Crawl Cost
None
Blocklist Risk
Extractability33/100 — AI models can barely extract answers from this page
Crawl CostHigh (100/100) — expensive for AI crawlers to process
Blocklist RiskNone — 0 of 5 AI crawlers blocked

Token Bloat Research

1%
🗑️ 99%
Useful Content (20.0 KB)Bloat (1279.1 KB)
Token Bloat Ratio50×+ — Bloated

Multimodal Readiness

Visual Context11% Optimized for Vision
Image Alt Coverage9 / 81 images have alt text

TDM Rights

TDM-Reservation HeaderNot set
X-Robots-Tag: noaiNot set
💡Your HTML is 1299.1 KB, but only 20.0 KB is text. 1% useful / 99% bloat. AI crawlers have limited context windows (e.g. 128k tokens). This level of bloat (50×+) risks context-window truncation by ChatGPT, Claude, and Gemini. Reduce inline scripts, CSS, hydration payloads, and tracking code.
💡Only 11% of images have alt text. Add descriptive alt attributes so multimodal AI (ChatGPT Vision) can understand your images.

🔥 Structural Entropy Check Research

0 Entropy
Poor Token Bloat: High
Noise Ratio: 98.5% · SNR: 0.02 · Signal: 5116 / Noise: 327441 tokens

🔬 AI-Crawler Simulation

See your website the way AI crawlers do. CSS stripped, structure labeled, content chunked.

🌐
This is what humans see — styled, branded, visual.
Toggle to "AI Agent View" to see what GPTBot, ClaudeBot, and other AI crawlers actually extract from this page.
🤖

AI Answer Preview

NEW

See how AI models summarize your site. Left: your actual content. Right: what the LLM extracts and says about you.

Simulating AI extraction…

🔧 Tech Stack

AI-Readiness Score50/100
Serverddos-guard
CDN
HTTP Status200
Load Time1361 ms
Raw HTML Size1299.1 KB
Visible Text Size20.0 KB

Performance & Speed

42/100 20 % of Global Score 🟢 High Confidence

⏱️ Time to First Byte

1361 ms
Slow — bots may time out or deprioritise

Google considers <200 ms "good". AI crawlers may have even shorter timeouts.

📦 Page Weight

1374
DOM nodes
1299 KB
HTML payload
Heavy page — consider reducing DOM complexity

🗄️ Cache & CDN

  • ✗ Cache-Control header
  • ✗ CDN cache status
  • ✗ CDN detected

🔬 Tracker Tax

0
tracker scripts
0
third-party domains
0.0%
token overhead
Minimal tracker load — clean signal for bots
📐 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

68/100 15 % of Global Score 🟢 High Confidence

🗺️ Sitemap & Robots

  • ✓ Sitemap declared in robots.txt → https://mob-edu.ru/sitemap.xml
  • ✓ Googlebot allowed
  • ✓ GPTBot allowed
  • ✓ ClaudeBot allowed

🔗 Linking

38
internal links
11
external links
Good internal linking — helps crawlers discover content

🔒 Security & Trust

  • ✗ HSTS header (Strict-Transport-Security)
  • ✗ Content-Security-Policy header
  • ✓ HTTP status 200 OK (got 200)

♿ Accessibility Signals

  • ✓ HTML lang attribute → ru
  • ✓ 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 scores 37/100. Reach 80+ to unlock the green "AI-Verified" badge. Fix the issues below to improve your score.

AI-Verified badge for mob-edu.ru
Pending Audit — score below 80 threshold
<a href="https://seodiff.io/radar/domains/mob-edu.ru" rel="noopener"><img src="https://seodiff.io/api/v1/badge?domain=mob-edu.ru" 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 40 pages · Deep-10

Homepage ACRI
37
Single-page score
-3
Consistent readability
Δ delta
Site-Wide ACRI
35
Avg across 40 pages · Range 0–69
Total Words
13700
Avg Bloat
241.2×
Page Type ACRI Token Bloat Words Status
https://mob-edu.ru/vacancy
Вакансии МЭО
other 69 121.3× 795
https://mob-edu.ru/experts
Команда экспертов МЭО
other 66 143.4× 594
https://mob-edu.ru/lead_manager
Лид-менеджер в онлайн-школу БИТ
other 64 54.0× 503
https://mob-edu.ru/sodeistvie_zanyatosti
Федеральный проект "Активные меры содействия занятости"
pricing 59 68.5× 2211 💰 Pricing
https://mob-edu.ru/tsok
Универсальная библиотека ЦОК МЭО
other 59 84.8× 1654
https://mob-edu.ru/bas
Федеральный проект «Кадры для беспилотных авиационных систем»
other 56 136.7× 1547
https://mob-edu.ru/programming
Бесплатные курсы МЭО в рамках проекта «Код будущего» для школьников и студентов колледжей
other 56 127.9× 672
https://mob-edu.ru/page104747686.html
Copy of Вебинары МЭО для учителей
other 56 80.1× 570
https://mob-edu.ru/stoimost
Подключение образовательных организаций
other 56 90.6× 530
https://mob-edu.ru/vserossijskaya-nauchno-prakticheskaya-konferenciya-2
II Всероссийская научно-практическая конференция «Инновации как стимул и стратегия развития образовательной организации»
other 56 215.2× 1615
https://mob-edu.ru/sales_manager
Менеджер по продажам в онлайн-школу / B2C
other 54 62.8× 430
https://mob-edu.ru/physics_teacher
Вакансия Учитель физики
other 54 95.5× 305
https://mob-edu.ru/media_video
МЭО МЕДИА ВИДЕО
other 49 341.0× 93
https://mob-edu.ru/tsok_webinar
Вебинары МЭО для учителей
other 49 122.8× 403
https://mob-edu.ru/tsok_preemstvennost
ЦОК + Преемственность
other 49 165.5× 74
https://mob-edu.ru/oferta/soglashenie-pd
Согласие на обработку персональных данных физического лица
other 46 149.6× 455
https://mob-edu.ru/media
МЭО МЕДИА
other 46 259.1× 216
https://mob-edu.ru/your_article
Опубликуй свою статью на МЭО МЕДИА
blog 46 139.7× 259
https://mob-edu.ru/trebovaniya_k_publikacii
Требования к публикации статьи
other 44 317.2× 52
https://mob-edu.ru/newyear2024
С Новым Годом!
other 44 155.7× 98
Showing 20 of 40 pages. Unlock full subpage table →
📂
Health by Sub-Directory
Average ACRI and top issues aggregated by URL path prefix
Path Pages Avg ACRI Ghost % Bloat Top Issue
/experts/ 1 66 1% 143.4× Bot Blocked
/lead_manager/ 1 64 0% 54.0× High JS Bloat
/page92863506.html/ 1 30 1% 3422.2× Bot Blocked
/blog/ 1 0 0% 0.0× Low AI Readiness
/media_article/ 1 36 0% 344.4× High JS Bloat
/stoimost/ 1 56 0% 90.6× High JS Bloat
/tsok_webinar/ 1 49 0% 122.8× High JS Bloat
/media/ 1 46 0% 259.1× High JS Bloat
/media_news/ 1 36 0% 329.0× High JS Bloat
/mainstream_media/ 1 36 0% 326.4× High JS Bloat
/physics_teacher/ 1 54 0% 95.5× High JS Bloat
/tsok/ 1 59 0% 84.8× High JS Bloat
/sales_manager/ 1 54 0% 62.8× High JS Bloat
/bas_th/ 1 23 1% 169.9× Bot Blocked
/media_video/ 1 49 0% 341.0× High JS Bloat
🔄 Re-Crawl & Update 📡 Track this Domain

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🔌 API Access

Pull this data programmatically. All sub-page metrics are available via our public API.

curl https://seodiff.io/api/v1/deep10/domain/mob-edu.ru

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📊 Semantic Share of Voice

How often would an AI cite mob-edu.ru 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-PASTE

Auto-generated code fixes tailored to mob-edu.ru. Copy and paste these into your codebase to improve AI visibility. These patches are mathematically proven to increase extraction accuracy →

Add Organization JSON-LD
High Impact ⏱ 5 min
AI models cannot identify your brand entity without Organization schema. This is the #1 fix for AI visibility.
html
<script type="application/ld+json">
{
  "@context": "https://schema.org",
  "@type": "Organization",
  "name": "Mob-edu",
  "url": "https://mob-edu.ru",
  "logo": "https://static.tildacdn.com/tild3336-3734-4831-b739-363838336162/__.png",
  "sameAs": []
}
</script>
Add WebSite + SearchAction JSON-LD
High Impact ⏱ 5 min
Enables the Sitelinks Search Box in Google and allows AI to understand your site structure.
html
<script type="application/ld+json">
{
  "@context": "https://schema.org",
  "@type": "WebSite",
  "name": "Mob-edu",
  "url": "https://mob-edu.ru",
  "potentialAction": {
    "@type": "SearchAction",
    "target": "https://mob-edu.ru/search?q={search_term_string}",
    "query-input": "required name=search_term_string"
  }
}
</script>
Reduce Token Bloat
Medium Impact ⏱ 1–2 hrs
Only 1% of your HTML is useful content. AI crawlers waste context window tokens on bloat.
html
<!-- 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>
Add FAQ Schema
Medium Impact ⏱ 10 min
FAQ schema lets AI models directly extract Q&A pairs. This is the easiest way to get featured in AI responses.
html
<script type="application/ld+json">
{
  "@context": "https://schema.org",
  "@type": "FAQPage",
  "mainEntity": [
    {
      "@type": "Question",
      "name": "What is Mob-edu?",
      "acceptedAnswer": {
        "@type": "Answer",
        "text": "Add your answer here — describe what Mob-edu does in 1-2 sentences."
      }
    },
    {
      "@type": "Question",
      "name": "How does Mob-edu work?",
      "acceptedAnswer": {
        "@type": "Answer",
        "text": "Explain the key features and how users interact with Mob-edu."
      }
    }
  ]
}
</script>
📈

Projected Impact

ROI EST.

If you apply the patches above, here's the estimated improvement for mob-edu.ru:

Current Score
64
Projected Score
82
Improvement
+18 pts
Add Organization schema +6 pts
Add WebSite schema +4 pts
Reduce token bloat +5 pts
Add FAQ schema +3 pts

*Estimates based on SEODiff's scoring model. Actual results depend on implementation quality.

📋 Data Export

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All data is generated automatically and updated with each crawl. JSON exports contain scores and metadata only (no copyrighted content).

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🧭 Self-Diffing (Private Layer)

For owned domains, combine this world snapshot with private drift + regression history.
Template Drift
Track in My Site
Drift → Traffic Impact
In development coming soon
Regression Incidents
Track in My Site
Internal Linking
Deep Audit graph
Semantic Structure
GEO view in Deep Audit
Content Quality
Thin/duplicate tracking

🕒 History

Score over timeAvailable in My Site history
Drift eventsTemplate timeline + incidents
Drift → Revenue AttributionComing soon
Schema/rendering/extractability changesTracked per scan in project history
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