bilim-all.kz 64 C
🛡️ SEO 29 🤖 GEO 87 ⚡ Perf 49 🏗️ Arch 84

bilim-all.kz — Global SEODiff Score 64/100

bilim-all.kz
📊

bilim-all.kz shows strong AI visibility with an ACRI of 74/100, outperforming 78% of indexed domains. In the social sector, bilim-all.kz outperforms the average (57), suggesting strong competitive positioning in AI search. Server-side rendering keeps the ghost ratio near zero, giving AI systems direct access to all visible content. The token bloat ratio sits at a lean 1.8×, meaning the ratio of code to visible content is efficient — crawlers spend their token budget on actual information. Only 1 schema block is present — adding Organization, WebSite, and Breadcrumb schemas would significantly improve structured data coverage. Some AI crawlers are permitted while others are blocked — a mixed robots.txt policy that limits visibility in certain AI ecosystems.

64
C — Global SEODiff Score
Comprehensive search visibility assessment
Strong foundations, but Traditional SEO (29) is your bottleneck.
🎯 Top Fix: Monitor weekly to catch regressions early
🔬 Automated SEODiff Assessment · Snapshot: Mar 18, 2026 · 📋 API
📈 ACRI Trend 7 snapshots
Feb 23 Mar 18
🔔 Recent AI Indexing Activity
📈 Mar 18 ACRI +42 (30→72)
📉 Mar 13 ACRI -35 (65→30)
Does your site score higher than bilim-all.kz?
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🧮 Score Transparency — How is this calculated?
🛡️ Traditional SEO (25% weight)29 × 0.25 = 7.2
🤖 AI Readiness / GEO (40% weight)87 × 0.40 = 34.8
⚡ Performance (20% weight)49 × 0.20 = 9.8
🏗️ Architecture & Trust (15% weight)84 × 0.15 = 12.6
Weighted sum = 7.2 + 34.8 + 9.8 + 12.6
Global SEODiff Score = 64 (C)
📊 ACRI Sub-Scores (AI Readiness Detail)
80
Bot Access
avg 92
99
Rendering
avg 93
100
Structure
avg 35
2
Schema
avg 9
50
Tech Stack
avg 63
🔀
Visibility Delta: Google vs AI
Google (Tranco)
Top 8%
Rank #78204
+15 pts
Gap
AI (ACRI)
Top 22%
Score 74/100

bilim-all.kz shows stronger AI visibility than traditional SEO ranking. Great AI foundation to build on. ACRI measures technical crawler readiness. Read the methodology →

Why bilim-all.kz ranks here

Tech stackCustom / Proprietary
Industrysocial
RenderingSSR
Schema coverage1 blocks
Token bloat1.8×

Fastest improvements

  • You’re already in decent shape — the next moat is monitoring drift over time.
  • 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

29/100 25 % of Global Score 🟢 High Confidence

📝 Title Tag

35 chars
Good length

Optimal range: 30–60 characters for SERP display.

📋 Meta Description

247 chars
Too long

Optimal range: 120–160 characters for snippet control.

🔤 Heading Hierarchy

  • ✗ Exactly 1 <h1> tag — found 0
  • ✓ Has <h2> headings — found 5
  • ✗ <h2> not before <h1>

🔍 Indexability

  • ✓ Canonical tag present → https://bilim-all.kz/
  • ✓ No noindex directive
  • ✓ Meta viewport set
  • ✓ HTML lang attribute → kk
  • ✗ Hreflang tags
  • ✓ Googlebot allowed by robots.txt

🌐 Social / OpenGraph

  • ✓ og:title — Bilim - All / Негізгі бет
  • ✓ og:description — Bilim-all.kz — білім мен мақалалар платформасы: өлеңдер, мақалалар, мақал-мәтелдер жинағы, нақыл сөздер, мотивациялық және танымдық контент.
  • ✓ 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

87/100 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 social sector, martin-sad.ru (ACRI: 87) 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 →
bilim-all.kz
72
Your ACRI Score
87
Industry Peer ACRI
AI models prioritize pages with strong semantic structure and schema coverage. martin-sad.ru has schema coverage of 63 blocks and uses Custom / Proprietary. 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)
Blocked
Google-Extended
Allowed
Googlebot
Allowed

👻 Rendering (Ghost Ratio) Docs

Ghost Ratio 5%
0% — Safe 50% 100% — Risk
Status Server-Side Rendered (Safe)
Rendering Type SSR

📊 Structure & Information Density Docs

Structure Grade 100/100 — Excellent
Structured Elements 176 elements (176 lists, 0 rows, 0 headers)
Total Words556
Raw Density31.6%

🏷️ Schema Health Docs

Organization Schema ❌ Missing
Product / Service Schema ⚠️ Not Found
Total Schema Blocks1 block(s) — Basic (low value for AI)

Schema Coverage Map

1/7 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.

📐 AI Efficiency Metrics Docs

75
AI Extractability
Low
Crawl Cost
Low
Blocklist Risk
Extractability75/100 — AI models can easily extract answers from this page
Crawl CostLow (30/100) — efficient for AI crawlers to process
Blocklist RiskLow — 1 of 5 AI crawlers blocked

Token Bloat Research

55%
🗑️ 45%
Useful Content (46.3 KB)Bloat (36.2 KB)
Token Bloat Ratio1.8× — Lean

Multimodal Readiness

Visual Context46% Optimized for Vision
Image Alt Coverage6 / 13 images have alt text

TDM Rights

TDM-Reservation HeaderNot set
X-Robots-Tag: noaiNot set
💡Only 46% of images have alt text. Add descriptive alt attributes so multimodal AI (ChatGPT Vision) can understand your images.

🔥 Structural Entropy Check Research

80 Entropy
Good Token Bloat: Low
Noise Ratio: 43.8% · SNR: 1.28 · Signal: 11864 / Noise: 9265 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…
🧠

The LLM Interpretation

AI-VERIFIED

SEODiff AI analyzed the extracted content of bilim-all.kz 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.

Core Offering
This SaaS platform provides a structured approach to sprint planning and resource allocation, leveraging AI to optimize team performance and
Target Audience
Product managers, engineering managers, scrum masters, and agile teams seeking to improve sprint planning and resource utilization.
Pricing Model
Subscription-based, with tiered pricing based on team size and features. (Pricing details not provided in text).
🔗 Integration Partners
Slack
🏆 Competitive Moat
AI-powered sprint planning with real-time resource optimization and predictive analytics, providing a significant advantage over traditional methods.
📊 Content Depth
8/10
🔄 Programmatic SEO Signals
Integration directory pagesTemplate comparison pages
⚡ Key Pain Points
• Lack of structured FAQ schema
• Thin landing pages for features
Analyzed by SEODiff AI · 2026-03-04

🔧 Tech Stack

AI-Readiness Score50/100
Servernginx/1.24.0
CDN
HTTP Status200
Load Time2744 ms
Raw HTML Size82.5 KB
Visible Text Size46.3 KB

Performance & Speed

49/100 20 % of Global Score 🟢 High Confidence

⏱️ Time to First Byte

2744 ms
Slow — bots may time out or deprioritise

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

📦 Page Weight

672
DOM nodes
82 KB
HTML payload
Lean page — fast for bots and users

🗄️ Cache & CDN

  • ✓ Cache-Control header → max-age=604800
  • ✗ CDN cache status
  • ✗ CDN detected

🔬 Tracker Tax

2
tracker scripts
2
third-party domains
0.0%
token overhead
Minimal tracker load — clean signal for bots
googlesyndication.comgoogletagmanager.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

84/100 15 % of Global Score 🟢 High Confidence

🗺️ Sitemap & Robots

  • ✓ Sitemap declared in robots.txt → https://bilim-all.kz/sitemap.xml
  • ✓ Googlebot allowed
  • ✓ GPTBot allowed
  • ✓ ClaudeBot allowed

🔗 Linking

179
internal links
5
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 → kk
  • ✓ 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 72/100. Reach 80+ to unlock the green "AI-Verified" badge. Fix the issues below to improve your score.

AI-Verified badge for bilim-all.kz
Pending Audit — score below 80 threshold
<a href="https://seodiff.io/radar/domains/bilim-all.kz" rel="noopener"><img src="https://seodiff.io/api/v1/badge?domain=bilim-all.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 59 pages · Deep-10

Homepage ACRI
72
Single-page score
-28
Severe hidden bloat
Δ delta
Site-Wide ACRI
44
Avg across 59 pages · Range 0–67
🔍
Hidden Bloat Detected

Homepage scores 72, but internal pages average only 44 — a -28-point gap. Blogs, docs, and legacy content are dragging down AI readability site-wide.

Topical Cohesion
100%
Strong Alignment
TF-IDF cosine similarity
Total Words
26686
Avg Bloat
38.6×
Page Type ACRI Token Bloat Words Status
https://bilim-all.kz/article/9582-Disney-kompaniyasynyn-adamdy-shabyttandyrar-3-sabagy
Disney компаниясының адамды шабыттандырар 3 сабағы - Мотивация -
blog 67 17.3× 933
https://bilim-all.kz/article/9495
Эссе және өлең-жыр байқауын жариялаймыз - Сайыс2019 -
blog 67 16.0× 1904
https://bilim-all.kz/article/9785-FLEX-Amerikada-bir-zhyl-tegin-oqu-men-omir
FLEX: Америкада бір жыл тегін оқу мен өмір - Білім, ғылым, мәдениет -
blog 67 16.1× 1018
https://bilim-all.kz/article/9834-Ana-quanyshy
Ана қуанышы - Оралхан Бөкей - Әңгімелер / Мақалалар -
blog 67 18.1× 866
https://bilim-all.kz/article/9336-Sporttyq-ayaq-kiim-tandauda-komektesetin-10-fakt
Спорттық аяқ киім таңдауда көмектесетін 10 факт - Қызықты деректер / Пайдалы мәліметтер -
blog 67 15.4× 1052
https://bilim-all.kz/article/9075-Bir-ai-boiy-kunine-100-retten-zhattygu-zhasau
Бір ай бойы күніне 100 реттен жаттығу жасау - Денсаулық -
pricing 67 15.8× 1091 💰 Pricing
https://bilim-all.kz/article/9294-Balalarga-arnalgan-sportty-qalai-durys-tandau-kerek
Балаларға арналған спортты қалай дұрыс таңдау керек - Денсаулық -
pricing 67 10.7× 1738 💰 Pricing
https://bilim-all.kz/article/9782-Alemdegi-tabigaty-en-sulu-9-el
Әлемдегі табиғаты ең сұлу 9 ел - Қызықты деректер / Пайдалы мәліметтер -
blog 67 17.0× 993
https://bilim-all.kz/article/9801-Abaidyn-qara-sozderi
Абай Құнанбаев - Абайдың қара сөздері (1-45) - Қызықты деректер / Пайдалы мәліметтер -
blog 67 15.7× 1313
https://bilim-all.kz/article/9762-Tugan-kunge-quttyqtau-men-tilekter
Туған күнге құттықтау мен тілектер - Тілектер, құттықтаулар -
blog 67 14.9× 1434
https://bilim-all.kz/article/9637-Buirek-saulygyna-qatysty-kenester
Бүйрек саулығына қатысты кеңестер - Денсаулық -
pricing 62 22.7× 688 💰 Pricing
https://bilim-all.kz/article/9599-Aqymaq-adamdy-qalai-anyqtauga-bolady
Ақымақ адамды қалай анықтауға болады - Қызықты деректер / Пайдалы мәліметтер -
blog 62 26.3× 595
https://bilim-all.kz/article/9797-ZHurtqa-unauga-septigi-tietin-10-psihologiyalyq-amal
Жұртқа ұнауға септігі тиетін 10 психологиялық амал - Қызықты деректер / Пайдалы мәліметтер -
blog 62 20.5× 781
https://bilim-all.kz/article/9618-Qaterli-isiktin-aldyn-alushy-%E2%80%94-zhuzim
Қатерлі ісіктің алдын алушы — жүзім - Дастарқан -
pricing 62 30.0× 518 💰 Pricing
https://bilim-all.kz/article/9510-ZHetistikke-zheteleitin-tartip
Жетістікке жетелейтін тәртіп - Мотивация -
blog 62 28.7× 520
https://bilim-all.kz/article/9652-Magniidin-paidasy
Магнийдің пайдасы - Денсаулық -
pricing 62 28.4× 557 💰 Pricing
https://bilim-all.kz/article/9505-Stress-pen-qiynshylyqtyn-adamnyn-zhetiluinde-paidasy
Стресс пен қиыншылықтың адамның жетілуінде пайдасы - Мотивация -
blog 62 28.6× 537
https://bilim-all.kz/article/9657-ZHetistiktin-qarapaiym-zholdary
Жетістіктің қарапайым жолдары - Мотивация -
blog 52 33.9× 431
https://bilim-all.kz/article/9704-Tanymal-alemdik-sayasatkerlerdin-kulip-turgan-satteri
Танымал әлемдік саясаткерлердің күліп тұрған сәттері - Суреттер сөйлейді -
blog 52 33.5× 451
https://bilim-all.kz/article/9783-Ekonomika-salasyndagy-2019-zhylgy-Nobel_-syilygynyn-iegeri-belgili-boldy
Экономика саласындағы 2019 жылғы Нобель сыйлығының иегері белгілі болды - Білім, ғылым, мәдениет -
blog 52 42.2× 338
Showing 20 of 59 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
/article/ 49 54 0% 46.5× High JS Bloat
/docs/ 1 0 0% 0.0× Low AI Readiness
/contact/ 1 0 0% 0.0× Low AI Readiness
/integrations/ 1 0 0% 0.0× Low AI Readiness
/products/ 1 0 0% 0.0× Low AI Readiness
/about/ 1 0 0% 0.0× Low AI Readiness
/case-studies/ 1 0 0% 0.0× Low AI Readiness
/faq/ 1 0 0% 0.0× Low AI Readiness
/pricing/ 1 0 0% 0.0× Low AI Readiness
/features/ 1 0 0% 0.0× Low AI Readiness
/blog/ 1 0 0% 0.0× Low AI Readiness
🔗
Outbound External Citations
0 unique external domains cited across 59 pages
qa.bilim-all.kz ×48
youtube.com ×48
twitter.com ×48
liveinternet.ru ×48
facebook.com ×48
vk.com ×48
addtoany.com ×24
bilimland.kz ×1
🔄 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/bilim-all.kz

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

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📊 Semantic Share of Voice

How often would an AI cite bilim-all.kz 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 bilim-all.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": "Bilim-all",
  "url": "https://bilim-all.kz",
  "logo": "https://bilim-all.kz/images/favicon.ico",
  "sameAs": []
}
</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 Bilim-all?",
      "acceptedAnswer": {
        "@type": "Answer",
        "text": "Add your answer here — describe what Bilim-all does in 1-2 sentences."
      }
    },
    {
      "@type": "Question",
      "name": "How does Bilim-all work?",
      "acceptedAnswer": {
        "@type": "Answer",
        "text": "Explain the key features and how users interact with Bilim-all."
      }
    }
  ]
}
</script>
📈

Projected Impact

ROI EST.

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

Current Score
74
Projected Score
83
Improvement
+9 pts
Add Organization schema +6 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