ipb.ac.id 66 C
🛡️ SEO 48 🤖 GEO 84 ⚡ Perf 27 🏗️ Arch 99

ipb.ac.id — Global SEODiff Score 66/100

ipb.ac.id
📊

ipb.ac.id shows strong AI visibility with an ACRI of 80/100, outperforming 94% of indexed domains. Within the education vertical, this places ipb.ac.id above the industry average of 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. Token bloat registers at 7.0× — acceptable, but reducing inline scripts and redundant markup could yield measurable gains. Minimal structured data (1 block) limits the site's ability to communicate entity relationships to AI systems. Robots.txt grants unrestricted access to the key AI user-agents, which is the strongest starting position for AI visibility.

66
C — Global SEODiff Score
Comprehensive search visibility assessment
Strong foundations, but Performance (27) is your bottleneck.
🎯 Top Fix: Monitor weekly to catch regressions early
🔬 Automated SEODiff Assessment · Snapshot: Mar 21, 2026 · 📋 API
📈 ACRI Trend 3 snapshots
Mar 6 Mar 21
🔔 Recent AI Indexing Activity
No recent changes detected by adaptive crawler.
Does your site score higher than ipb.ac.id?
Run the same 40-signal audit on your own domain — free, instant results.
Scan Your Site Free →
🧮 Score Transparency — How is this calculated?
🛡️ Traditional SEO (25% weight)48 × 0.25 = 12.0
🤖 AI Readiness / GEO (40% weight)84 × 0.40 = 33.6
⚡ Performance (20% weight)27 × 0.20 = 5.4
🏗️ Architecture & Trust (15% weight)99 × 0.15 = 14.8
Weighted sum = 12.0 + 33.6 + 5.4 + 14.8
Global SEODiff Score = 66 (C)
📊 ACRI Sub-Scores (AI Readiness Detail)
100
Bot Access
avg 92
100
Rendering
avg 93
51
Structure
avg 35
42
Schema
avg 9
85
Tech Stack
avg 63
🔀
Visibility Delta: Google vs AI
Google (Tranco)
Top 3%
Rank #28826
Aligned
Gap
AI (ACRI)
Top 6%
Score 80/100

ipb.ac.id has balanced Google and AI visibility — both rank roughly in the same tier. ACRI measures technical crawler readiness. Read the methodology →

Why ipb.ac.id ranks here

Tech stackWordPress
Industryeducation
RenderingSSR
Schema coverage1 blocks
Token bloat7.0×

Fastest improvements

  • 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

48/100 25 % of Global Score 🟢 High Confidence

📝 Title Tag

14 chars
Too short

Optimal range: 30–60 characters for SERP display.

📋 Meta Description

141 chars
Good length

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://www.ipb.ac.id/
  • ✓ No noindex directive
  • ✓ Meta viewport set
  • ✓ HTML lang attribute → en-US
  • ✅ Hreflang tags
  • ✓ Googlebot allowed by robots.txt

🌐 Social / OpenGraph

  • ✓ og:title — IPB University
  • ✓ og:description — IPB currently has 36 departments, 21 Study Centers, 159 undergraduate and graduate programs and 18 diploma (vocational) educational programs.
  • ✗ og:image
  • ✓ 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

84/100 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 education sector, melbourneschool.com (ACRI: 86) 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 →
ipb.ac.id
66
Your ACRI Score
86
Industry Peer ACRI
AI models prioritize pages with strong semantic structure and schema coverage. melbourneschool.com has schema coverage of 4 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)
Allowed
Google-Extended
Allowed
Googlebot
Allowed

👻 Rendering (Ghost Ratio) Docs

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

📊 Structure & Information Density Docs

Structure Grade 51/100 — Fair
Structured Elements 206 elements (206 lists, 0 rows, 0 headers)
Total Words2661
Raw Density7.7%

🏷️ Schema Health Docs

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

Schema Coverage Map

3/7 schema types detected
✅ Organization
❌ Product/Service
✅ Breadcrumb
❌ FAQ
❌ Article
✅ WebSite
💡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.
💡FAQ schema missing. Adding FAQPage schema lets AI models directly extract Q&A pairs for Featured Snippets and chatbot answers.

📐 AI Efficiency Metrics Docs

65
AI Extractability
Medium
Crawl Cost
None
Blocklist Risk
Extractability65/100 — AI models can partially extract answers from this page
Crawl CostMedium (50/100) — moderate for AI crawlers to process
Blocklist RiskNone — 0 of 5 AI crawlers blocked

Token Bloat Research

14%
🗑️ 86%
Useful Content (58.7 KB)Bloat (355.0 KB)
Token Bloat Ratio7.0× — Normal

Multimodal Readiness

Visual Context98% Optimized for Vision
Image Alt Coverage106 / 108 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: 85.8% · SNR: 0.17 · Signal: 15038 / Noise: 90881 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 ipb.ac.id 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 study program at IPB University focuses on the economic analysis of resources and the environment, aiming to produce graduates
Target Audience
Undergraduate students, researchers, policymakers, and professionals involved in agriculture, natural resources, environmental management, and sustainable development.
Pricing Model
Tuition fees are provided, and a brochure is available for download. Contact information for inquiries is provided.
🔗 Integration Partners
JAWSNVDAVoiceOverTalkBack
🛡️ Compliance Standards
WCAG 2.1
🏆 Competitive Moat
AI-powered accessibility remediation and a dedicated accessibility interface, ensuring continuous compliance with accessibility standards and personalized user experiences for individuals with disabilities.
📊 Content Depth
8/10
🔄 Programmatic SEO Signals
Accessibility interfaceScreen-reader profile promptARIA attributes implementationALT tag generation for imagesOCR for image text extraction
⚡ Key Pain Points
• Lack of structured FAQ schema
• Thin landing pages for features
Analyzed by SEODiff AI · 2026-03-01

🔧 Tech Stack

FrameworkWordPress
AI-Readiness Score85/100
Servernginx
CDN
HTTP Status200
Load Time5080 ms
Raw HTML Size413.7 KB
Visible Text Size58.7 KB

Performance & Speed

27/100 20 % of Global Score 🟢 High Confidence

⏱️ Time to First Byte

5080 ms
Slow — bots may time out or deprioritise

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

📦 Page Weight

2644
DOM nodes
414 KB
HTML payload
Heavy page — consider reducing DOM complexity

🗄️ Cache & CDN

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

🔬 Tracker Tax

1
tracker scripts
1
third-party domains
0.0%
token overhead
Minimal tracker load — clean signal for bots
googletagmanager.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

99/100 15 % of Global Score 🟢 High Confidence

🗺️ Sitemap & Robots

  • ✓ Sitemap declared in robots.txt → https://www.ipb.ac.id/sitemap_index.xml
  • ✓ Googlebot allowed
  • ✓ GPTBot allowed
  • ✓ ClaudeBot allowed

🔗 Linking

244
internal links
17
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 → en-US
  • ✓ 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 66/100. Reach 80+ to unlock the green "AI-Verified" badge. Fix the issues below to improve your score.

AI-Verified badge for ipb.ac.id
Pending Audit — score below 80 threshold
<a href="https://seodiff.io/radar/domains/ipb.ac.id" rel="noopener"><img src="https://seodiff.io/api/v1/badge?domain=ipb.ac.id" 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 102 pages · Deep-10

Homepage ACRI
66
Single-page score
-4
Consistent readability
Δ delta
Site-Wide ACRI
62
Avg across 102 pages · Range 0–72
Topical Cohesion
3%
Topical Drift
TF-IDF cosine similarity
Total Words
207935
Avg Bloat
24.4×
Page Type ACRI Token Bloat Words Status
https://www.ipb.ac.id/news/index/2010/10/prof-dr-ir-kudang-boro-seminar-msc-the-new-president-of-afita-the-president-of-isai-8e4f81b553ef3df396788488529febb4-2/
Prof.Dr.Ir. Kudang Boro Seminar, MSc The New President of AFITA & The President of ISAI - IPB University
pricing 72 16.2× 3611 💰 Pricing
https://www.ipb.ac.id/news/index/2010/10/scientific-orations-by-nine-professors-of-ipb-are-completed-now-for-this-year-7f11e8699cea9e32506c558dbefb6971/
Scientific Orations by Nine Professors of IPB are completed now for this Year - IPB University
pricing 72 17.8× 3240 💰 Pricing
https://ipb.ac.id/help
Help Answer the Problems of Sangup Village Chili Farmers, KKNT Innovation IPB University Students Provide Discussion Space - IPB University
pricing 67 27.9× 2039 💰 Pricing
https://ipb.ac.id/resources
Resources and Environmental Economics - IPB University
pricing 67 28.6× 2047 💰 Pricing
https://ipb.ac.id/support
Support Green Campus, IGAF IPB Holds "Plastic Waste" Open Discussion - IPB University
pricing 67 25.6× 2227 💰 Pricing
https://ipb.ac.id/careers
Careers of the Indonesian Librarians versus Librarians of the Developed Countries - IPB University
pricing 67 29.2× 1930 💰 Pricing
https://www.ipb.ac.id/news/index/2010/10/ipb-stages-an-entrepreneurship-expo-01735a8d3a3cc8272b0648a0b0962132/
IPB stages an Entrepreneurship Expo - IPB University
pricing 67 28.4× 1970 💰 Pricing
https://www.ipb.ac.id/news/index/2010/10/tribute-to-senior-671ba1d51867d9544a14037bb68d35b9-2/
Tribute To Senior - IPB University
pricing 67 24.1× 2427 💰 Pricing
https://www.ipb.ac.id/news/index/2010/08/steel-slag-as-toxic-waste-which-falls-under-b3-category-ae947f1b3eb152cef63c913bfd856466/
Steel Slag as Toxic Waste Which Falls Under B3 Category - IPB University
pricing 67 24.0× 2355 💰 Pricing
https://www.ipb.ac.id/news/index/2010/09/ipb-presents-scientific-speeches-of-three-professors-91b56258f868a4039259d6a3e55eeab8/
IPB Presents Scientific Speeches of Three Professors - IPB University
pricing 67 26.7× 2103 💰 Pricing
https://www.ipb.ac.id/news/index/2010/08/rri-evening-dialogue-ipb-teams-of-crantz-and-zuper-t-present-excellent-products-abe6fb5b83a96ac84a4cc6289bd18b55/
RRI Evening Dialogue: IPB Teams of Crantz and Zuper T Present Excellent Products - IPB University
pricing 67 26.6× 2132 💰 Pricing
https://www.ipb.ac.id/news/index/2010/08/animo-to-directorate-of-diploma-program-of-bogor-agricultural-univesity-increased-12-3015fdbfd2011b83c086e297eb513cb3/
Animo to Directorate of Diploma Program of Bogor Agricultural Univesity Increased 12% - IPB University
pricing 67 28.0× 2006 💰 Pricing
https://www.ipb.ac.id/news/index/2010/08/the-splendidid-august-2010-wednesday-general-audience-b484b71a45e7760bade1619535e94238/
The splendidid August 2010 Wednesday General Audience - IPB University
pricing 67 26.3× 2155 💰 Pricing
https://www.ipb.ac.id/news/index/2010/08/sjamsoeoed-sadjad-recipient-of-bakrie-award-for-technology-1fe6214e61a0641468d5766208dea15d/
Sjamsoe'oed Sadjad, Recipient of Bakrie Award for Technology - IPB University
pricing 67 24.9× 2276 💰 Pricing
https://www.ipb.ac.id/news/index/2010/08/bank-mandiri-donated-rp-232-5-million-for-bogor-agricultural-university-23a40c6ea4333e43a0b18aefa6820c08/
Bank Mandiri Donated Rp. 232.5 million for Bogor Agricultural University - IPB University
pricing 67 28.2× 2004 💰 Pricing
https://www.ipb.ac.id/news/index/2010/09/avocado-leaves-can-cure-kidney-stone-e402f219cfe3d8425faef8dcc28c71dd/
Avocado Leaves Can Cure Kidney Stone - IPB University
pricing 67 24.1× 2341 💰 Pricing
https://www.ipb.ac.id/news/index/2010/09/white-lotus-seed-potential-food-but-uncultivated-yet-bf5baaca3af70069cbdcfbc626a47529/
White Lotus Seed, Potential Food but Uncultivated Yet - IPB University
pricing 67 24.4× 2329 💰 Pricing
https://www.ipb.ac.id/news/index/2010/08/make-bogor-a-success-as-non-smoking-region-320ec58a6202040b97382c8a3b36d4ed/
Make Bogor a Success as Non-Smoking Region - IPB University
pricing 67 26.7× 2102 💰 Pricing
https://www.ipb.ac.id/news/index/2010/09/bimbo-group-at-bogor-agricultural-university-halal-bi-halal-59cd2ed5c36e078bf67e9f28cdca6aac/
Bimbo Group at Bogor Agricultural University’ Halal Bi Halal - IPB University
pricing 67 26.2× 2160 💰 Pricing
https://www.ipb.ac.id/news/index/2010/08/bogor-agricultural-university-to-host-53rd-iaas-congress-4bc66cf0e25f055b9a0bf0ceda719052/
Bogor Agricultural University to Host 53rd IAAS Congress - IPB University
pricing 67 21.6× 2635 💰 Pricing
Showing 20 of 100 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
/news/ 91 67 0% 26.2× High JS Bloat
/security/ 1 0 0% 0.0× Low AI Readiness
/about/ 1 0 0% 0.0× Low AI Readiness
/resources/ 1 67 0% 28.6× High JS Bloat
/careers/ 1 67 0% 29.2× High JS Bloat
/trust/ 1 0 0% 0.0× Low AI Readiness
/support/ 1 67 0% 25.6× High JS Bloat
/help/ 1 67 0% 27.9× High JS Bloat
/pricing/ 1 0 0% 0.0× Low AI Readiness
/get-started/ 1 0 0% 0.0× Low AI Readiness
/solutions/ 1 0 0% 0.0× Low AI Readiness
/api/ 1 0 0% 0.0× Low AI Readiness
🔗
Outbound External Citations
0 unique external domains cited across 102 pages
ppid.ipb.ac.id ×95
simak.ipb.ac.id ×95
instagram.com ×95
siti.ipb.ac.id ×95
pasca.ipb.ac.id ×95
ppku.ipb.ac.id ×95
admisi.ipb.ac.id ×95
drive.google.com ×95
🔄 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/ipb.ac.id

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

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Domains with a similar tech stack, industry, and AI readiness profile to ipb.ac.id. Compare side-by-side.

Domain ACRI AI Score Tech Stack Token Bloat Schema
ipb.ac.id (this site) 66 80 WordPress 7.0× 1
nashvillerotary.org 80 84 WordPress 3.0× 1 Compare →
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allmynursejobs.com 81 90 WordPress 4.4× 3 Compare →
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📊 Semantic Share of Voice

How often would an AI cite ipb.ac.id 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 ipb.ac.id. Copy and paste these into your codebase to improve AI visibility. These patches are mathematically proven to increase extraction accuracy →

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 Ac?",
      "acceptedAnswer": {
        "@type": "Answer",
        "text": "Add your answer here — describe what Ac does in 1-2 sentences."
      }
    },
    {
      "@type": "Question",
      "name": "How does Ac work?",
      "acceptedAnswer": {
        "@type": "Answer",
        "text": "Explain the key features and how users interact with Ac."
      }
    }
  ]
}
</script>
📈

Projected Impact

ROI EST.

If you apply the patches above, here's the estimated improvement for ipb.ac.id:

Current Score
80
Projected Score
86
Improvement
+6 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
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