bilimclass.kz 51 D
🛡️ SEO 26 🤖 GEO 54 ⚡ Perf 68 🏗️ Arch 65

bilimclass.kz — Global SEODiff Score 51/100

bilimclass.kz
📊

The AI-Readiness profile for bilimclass.kz is strong: an ACRI of 69/100 places it ahead of 64% of domains in the index. While the majority of content is server-rendered, the 30% ghost ratio suggests some content remains invisible to static crawlers. Token bloat registers at 6.1× — acceptable, but reducing inline scripts and redundant markup could yield measurable gains. The complete absence of JSON-LD schema is a missed opportunity: even basic Organization markup would improve how AI crawlers understand this domain. All major AI bot user-agents (GPTBot, ClaudeBot, CCBot, Google-Extended) are permitted by robots.txt, ensuring broad AI crawler access.

51
D — Global SEODiff Score
Comprehensive search visibility assessment
Below average — Traditional SEO (26) needs urgent attention.
🎯 Top Fix: Add Organization + WebSite JSON-LD → +5–8 pts
⚠️ Crawl Blocked: Rendering failed (SPA shell / render timeout)
🔬 Automated SEODiff Assessment · Snapshot: Feb 26, 2026 · 📋 API
📈 ACRI Trend 3 snapshots
Feb 23 Feb 26
🔔 Recent AI Indexing Activity
No recent changes detected by adaptive crawler.
Does your site score higher than bilimclass.kz?
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🧮 Score Transparency — How is this calculated?
🛡️ Traditional SEO (25% weight)26 × 0.25 = 6.5
🤖 AI Readiness / GEO (40% weight)54 × 0.40 = 21.6
⚡ Performance (20% weight)68 × 0.20 = 13.6
🏗️ Architecture & Trust (15% weight)65 × 0.15 = 9.8
Weighted sum = 6.5 + 21.6 + 13.6 + 9.8
Global SEODiff Score = 51 (D)
📊 ACRI Sub-Scores (AI Readiness Detail)
100
Bot Access
avg 92
84
Rendering
avg 93
64
Structure
avg 36
0
Schema
avg 9
55
Tech Stack
avg 63
🔀
Visibility Delta: Google vs AI
Google (Tranco)
Top 1%
Rank #14579
+35 pts
Gap
AI (ACRI)
Top 36%
Score 69/100

bilimclass.kz 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 bilimclass.kz ranks here

Tech stackVue.js
Industry
RenderingHybrid
Schema coverage0 blocks
Token bloat6.1×

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…

⚠️ Crawl Failed: Anti-Bot Protection Detected

Rendering failed (SPA shell / render timeout)

The scores below may not reflect actual site quality. The crawler received a challenge page instead of real content.

🛡️

Traditional SEO

26/100 25 % of Global Score 🟡 Medium Confidence

📝 Title Tag

22 chars
Too short

Optimal range: 30–60 characters for SERP display.

📋 Meta Description

0 chars
Missing

Optimal range: 120–160 characters for snippet control.

🔤 Heading Hierarchy

  • ✗ Exactly 1 <h1> tag — found 0
  • ✗ Has <h2> headings — found 0
  • ✓ <h2> not before <h1>

🔍 Indexability

  • ✗ Canonical tag present
  • ✓ No noindex directive
  • ✓ Meta viewport set
  • ✓ HTML lang attribute → kz
  • ✗ Hreflang tags
  • ✓ Googlebot allowed by robots.txt

🌐 Social / OpenGraph

  • ✗ og:title
  • ✗ og:description
  • ✗ og:image
  • ✗ 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

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.

🚨

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.

👻
Shadow Content Detected: 30% of your page token budget is trapped in non-rendered regions (JavaScript-dependent content invisible to AI crawlers). Combined with 6.1x token bloat, AI models are using most of their context window on noise instead of your real content. This dramatically increases hallucination probability — models fill the gap with made-up facts.
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 30%
0% — Safe 50% 100% — Risk
Status Server-Side Rendered (Safe)
Rendering Type Hybrid

📊 Structure & Information Density Docs

Structure Grade 64/100 — Good
Structured Elements 41 elements (41 lists, 0 rows, 0 headers)
Total Words336
Raw Density12.2%

🏷️ 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

57
AI Extractability
Low
Crawl Cost
None
Blocklist Risk
Extractability57/100 — AI models can partially extract answers from this page
Crawl CostLow (10/100) — efficient for AI crawlers to process
Blocklist RiskNone — 0 of 5 AI crawlers blocked

Token Bloat Research

16%
🗑️ 84%
Useful Content (5.2 KB)Bloat (26.7 KB)
Token Bloat Ratio6.1× — Normal

Multimodal Readiness

Visual Context55% Optimized for Vision
Image Alt Coverage6 / 11 images have alt text

TDM Rights

TDM-Reservation HeaderNot set
X-Robots-Tag: noaiNot set

🔥 Structural Entropy Check Research

0 Entropy
Poor Token Bloat: High
Noise Ratio: 83.6% · SNR: 0.20 · Signal: 1337 / Noise: 6837 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

FrameworkVue.js
AI-Readiness Score55/100
Servercloudflare
CDNcloudflare
HTTP Status200
Load Time1197 ms
Raw HTML Size31.9 KB
Visible Text Size5.2 KB

Performance & Speed

68/100 20 % of Global Score 🟢 High Confidence

⏱️ Time to First Byte

1197 ms
Slow — bots may time out or deprioritise

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

📦 Page Weight

284
DOM nodes
32 KB
HTML payload
Lean page — fast for bots and users

🗄️ Cache & CDN

  • ✗ Cache-Control header
  • ✓ CDN cache status → DYNAMIC
  • ✓ CDN detected → cloudflare

🔬 Tracker Tax

5
tracker scripts
3
third-party domains
5.2%
token overhead
Moderate trackers — consider lazy-loading non-essential scripts
googlesyndication.comfacebook.netgoogletagmanager.com
📐 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

65/100 15 % of Global Score 🟢 High Confidence

🗺️ Sitemap & Robots

  • ✗ Sitemap declared in robots.txt
  • ✓ Googlebot allowed
  • ✓ GPTBot allowed
  • ✓ ClaudeBot allowed

🔗 Linking

5
internal links
1
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 → kz
  • ✓ 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.

AI-Verified badge for bilimclass.kz
Unverified — crawl access is blocked
<a href="https://seodiff.io/radar/domains/bilimclass.kz" rel="noopener"><img src="https://seodiff.io/api/v1/badge?domain=bilimclass.kz" 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 10 pages · Deep-10

Homepage ACRI
26
Single-page score
-3
Consistent readability
Δ delta
Site-Wide ACRI
23
Avg across 10 pages · Range 23–23
Total Words
10
Avg Bloat
902.0×
Page Type ACRI Token Bloat Words Status
https://bilimclass.kz/pricing
BilimLand
pricing 23 902.0× 1
https://bilimclass.kz/about
BilimLand
about 23 902.0× 1
https://bilimclass.kz/features
BilimLand
product 23 902.0× 1
https://bilimclass.kz/products
BilimLand
product 23 902.0× 1
https://bilimclass.kz/blog
BilimLand
blog 23 902.0× 1
https://bilimclass.kz/docs
BilimLand
docs 23 902.0× 1
https://bilimclass.kz/case-studies
BilimLand
social-proof 23 902.0× 1
https://bilimclass.kz/integrations
BilimLand
integrations 23 902.0× 1
https://bilimclass.kz/contact
BilimLand
support 23 902.0× 1
https://bilimclass.kz/faq
BilimLand
support 23 902.0× 1
📂
Health by Sub-Directory
Average ACRI and top issues aggregated by URL path prefix
Path Pages Avg ACRI Ghost % Bloat Top Issue
/about/ 1 23 1% 902.0× Bot Blocked
/products/ 1 23 1% 902.0× Bot Blocked
/features/ 1 23 1% 902.0× Bot Blocked
/faq/ 1 23 1% 902.0× Bot Blocked
/pricing/ 1 23 1% 902.0× Bot Blocked
/blog/ 1 23 1% 902.0× Bot Blocked
/docs/ 1 23 1% 902.0× Bot Blocked
/contact/ 1 23 1% 902.0× Bot Blocked
/case-studies/ 1 23 1% 902.0× Bot Blocked
/integrations/ 1 23 1% 902.0× Bot Blocked
🔄 Re-Crawl & Update 📡 Track this Domain

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/bilimclass.kz

Get your free API key — 100 requests/month included.

🔗 Similar Sites

Domains with a similar tech stack, industry, and AI readiness profile to bilimclass.kz. Compare side-by-side.

Domain ACRI AI Score Tech Stack Token Bloat Schema
bilimclass.kz (this site) 26 69 Vue.js 6.1× 0
credit.morningstar.com 36 61 Vue.js 25.2× 0 Compare →
alumni.foi.hr 36 67 Drupal 6.2× 0 Compare →
maif.github.io 36 65 Custom / Proprietary 5.9× 0 Compare →
documentation.ouvaton.coop 36 62 Custom / Proprietary 6.4× 0 Compare →
kozbeszerzes-kkszk.uni-nke.hu 36 63 Custom / Proprietary 6.8× 0 Compare →
Compare All 5 Similar Sites →
🎭

Bait & Switch Delta

A 10 PAGES

Compares your homepage rendering quality with inner pages. A high drift score means AI crawlers see a polished homepage but degraded inner content — the "bait & switch" that erodes trust.

23
Homepage ACRI
23
Inner Avg ACRI
0
ACRI Delta
60%
Homepage Ghost
60%
Inner Avg Ghost
0
Drift Score [?]
Worst Inner Pages
23 60% about https://bilimclass.kz/about
23 60% product https://bilimclass.kz/features
23 60% product https://bilimclass.kz/products
🛡️

E-E-A-T Trust Signals

D 30/100

Trust indicators extracted from surface pages. These signals help AI systems verify your site's Experience, Expertise, Authoritativeness, and Trustworthiness.

Physical Address
Phone Number
Email Contact
About Page
Contact Page
Privacy Policy
Terms of Service
Named Leadership
🔗

Citation Profile

0 DOMAINS

Outbound citation patterns across surface-crawled pages. Sites that cite diverse, authoritative sources signal higher E-E-A-T to AI systems.

0
Total Links
0
Unique Domains
0.0
Avg/Page
0%
Diversity
🩹

Remediation Patches

COPY-PASTE

Auto-generated code fixes tailored to bilimclass.kz. 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": "Bilimclass",
  "url": "https://bilimclass.kz",
  "logo": "https://bilimclass.kz/img/apple-touch-icon.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": "Bilimclass",
  "url": "https://bilimclass.kz",
  "potentialAction": {
    "@type": "SearchAction",
    "target": "https://bilimclass.kz/search?q={search_term_string}",
    "query-input": "required name=search_term_string"
  }
}
</script>
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 Bilimclass?",
      "acceptedAnswer": {
        "@type": "Answer",
        "text": "Add your answer here — describe what Bilimclass does in 1-2 sentences."
      }
    },
    {
      "@type": "Question",
      "name": "How does Bilimclass work?",
      "acceptedAnswer": {
        "@type": "Answer",
        "text": "Explain the key features and how users interact with Bilimclass."
      }
    }
  ]
}
</script>
📈

Projected Impact

ROI EST.

If you apply the patches above, here's the estimated improvement for bilimclass.kz:

Current Score
69
Projected Score
85
Improvement
+16 pts
Add Organization schema +6 pts
Add WebSite schema +4 pts
Reduce token bloat +3 pts
Add FAQ schema +3 pts

*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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🧭 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