mangasusuku.com 57 D
🛡️ SEO 39 🤖 GEO 68 ⚡ Perf 27 🏗️ Arch 98

mangasusuku.com — Global SEODiff Score 57/100

mangasusuku.com
📊

mangasusuku.com shows strong AI visibility with an ACRI of 82/100, outperforming 96% of indexed domains. Within the infrastructure vertical, this places mangasusuku.com above the industry average of 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. Heavy markup overhead (27.2× bloat) forces AI systems to wade through excess code before finding useful information. Structured data coverage is solid at 2 blocks, covering core entities — expanding to include FAQ or Breadcrumb schemas could strengthen the profile further. The site maintains an open-door policy for AI crawlers — GPTBot, ClaudeBot, and other major agents are all allowed.

57
D — Global SEODiff Score
Comprehensive search visibility assessment
Below average — Performance (27) has the most room for improvement.
🎯 Top Fix: Reduce token bloat (27×) → +5–10 pts
🔬 Automated SEODiff Assessment · Snapshot: Feb 28, 2026 · 📋 API
📈 ACRI Trend 18 snapshots
Feb 22 Feb 28
🔔 Recent AI Indexing Activity
No recent changes detected by adaptive crawler.
Does your site score higher than mangasusuku.com?
Run the same 40-signal audit on your own domain — free, instant results.
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🧮 Score Transparency — How is this calculated?
🛡️ Traditional SEO (25% weight)39 × 0.25 = 9.8
🤖 AI Readiness / GEO (40% weight)68 × 0.40 = 27.2
⚡ Performance (20% weight)27 × 0.20 = 5.4
🏗️ Architecture & Trust (15% weight)98 × 0.15 = 14.7
Weighted sum = 9.8 + 27.2 + 5.4 + 14.7
Global SEODiff Score = 57 (D)
📊 ACRI Sub-Scores (AI Readiness Detail)
100
Bot Access
avg 92
100
Rendering
avg 93
61
Structure
avg 36
44
Schema
avg 9
85
Tech Stack
avg 63
🔀
Visibility Delta: Google vs AI
Google (Tranco)
Top 6%
Rank #64976
Aligned
Gap
AI (ACRI)
Top 4%
Score 82/100

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

Why mangasusuku.com ranks here

Tech stackWordPress
RenderingSSR
Schema coverage2 blocks
Token bloat27.2×

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

39/100 25 % of Global Score 🟢 High Confidence

📝 Title Tag

53 chars
Good length

Optimal range: 30–60 characters for SERP display.

📋 Meta Description

41 chars
Too short

Optimal range: 120–160 characters for snippet control.

🔤 Heading Hierarchy

  • ✗ Exactly 1 <h1> tag — found 0
  • ✓ Has <h2> headings — found 20
  • ✗ <h2> not before <h1>

🔍 Indexability

  • ✓ Canonical tag present → https://mangasusuku.com/
  • ✓ No noindex directive
  • ✓ Meta viewport set
  • ✓ HTML lang attribute → en-US
  • ✗ Hreflang tags
  • ✓ Googlebot allowed by robots.txt

🌐 Social / OpenGraph

  • ✓ og:title — Mangasusu | Baca Manga Manhwa Bahasa Indonesia Gratis
  • ✓ og:description — Baca Manga Manhwa Bahasa Indonesia Gratis
  • ✗ 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

68/100 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, plodopitomnik-sad.ru (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 →
mangasusuku.com
63
Your ACRI Score
90
Industry Peer ACRI
AI models prioritize pages with strong semantic structure and schema coverage. plodopitomnik-sad.ru has schema coverage of 12 blocks and uses Express. 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 61/100 — Good
Structured Elements 154 elements (154 lists, 0 rows, 0 headers)
Total Words1369
Raw Density11.2%

🏷️ Schema Health Docs

Organization Schema ✅ Present
Product / Service Schema ⚠️ Not Found
Total Schema Blocks2 block(s) — Basic (low value for AI)

Schema Coverage Map

2/7 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.
💡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

58
AI Extractability
Medium
Crawl Cost
None
Blocklist Risk
Extractability58/100 — AI models can partially extract answers from this page
Crawl CostMedium (60/100) — moderate for AI crawlers to process
Blocklist RiskNone — 0 of 5 AI crawlers blocked

Token Bloat Research

3%
🗑️ 97%
Useful Content (8.7 KB)Bloat (227.8 KB)
Token Bloat Ratio27.2× — Heavy

Multimodal Readiness

Visual Context89% Optimized for Vision
Image Alt Coverage58 / 65 images have alt text

TDM Rights

TDM-Reservation HeaderNot set
X-Robots-Tag: noaiNot set
💡Your HTML is 236.5 KB, but only 8.7 KB is text. 3% useful / 97% bloat. AI crawlers have limited context windows (e.g. 128k tokens). This level of bloat (27.2×) risks context-window truncation by ChatGPT, Claude, and Gemini. Reduce inline scripts, CSS, hydration payloads, and tracking code.

🔥 Structural Entropy Check Research

0 Entropy
Poor Token Bloat: High
Noise Ratio: 96.3% · SNR: 0.04 · Signal: 2228 / Noise: 58311 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

A local LLM (mlx-community/gemma-3-4b-it-qat-4bit) analyzed the extracted content of mangasusuku.com 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 collaborative sprint planning tool that leverages AI to optimize resource allocation and predict sprint outcomes,
Target Audience
Engineering managers, product managers, scrum masters, and software development teams.
Pricing Model
Tiered subscription model: Free plan with limited features, Standard plan ($15/user/month), and Premium plan ($30/user/month) with advanced capabilities.
🔗 Integration Partners
SlackGitHubJira
🛡️ Compliance Standards
SOC 2GDPR
🏆 Competitive Moat
AI-powered sprint planning with real-time resource optimization and predictive analytics, offering a more dynamic and accurate approach than traditional methods.
📊 Content Depth
7/10
🔄 Programmatic SEO Signals
Integration directory pagesTemplate comparison pagesSprint planning guide
⚡ Key Pain Points
• Lack of structured FAQ schema
• Thin landing pages for features
• Limited integration options beyond the core partners
• Complex setup process
Model: mlx-community/gemma-3-4b-it-qat-4bit · Analyzed: 2026-03-03 · Data extracted from the site’s main content via strict JSON prompting.

🔧 Tech Stack

FrameworkWordPress
AI-Readiness Score85/100
ServerSucuri/Cloudproxy
CDN
HTTP Status200
Load Time5778 ms
Raw HTML Size236.5 KB
Visible Text Size8.7 KB

Performance & Speed

27/100 20 % of Global Score 🟢 High Confidence

⏱️ Time to First Byte

5778 ms
Slow — bots may time out or deprioritise

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

📦 Page Weight

1808
DOM nodes
236 KB
HTML payload
Moderate weight — acceptable for most scenarios

🗄️ 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

98/100 15 % of Global Score 🟢 High Confidence

🗺️ Sitemap & Robots

  • ✓ Sitemap declared in robots.txt → https://mangasusuku.xyz/sitemap_index.xml
  • ✓ Googlebot allowed
  • ✓ GPTBot allowed
  • ✓ ClaudeBot allowed

🔗 Linking

318
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 → 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 63/100. Reach 80+ to unlock the green "AI-Verified" badge. Fix the issues below to improve your score.

AI-Verified badge for mangasusuku.com
Pending Audit — score below 80 threshold
<a href="https://seodiff.io/radar/domains/mangasusuku.com" rel="noopener"><img src="https://seodiff.io/api/v1/badge?domain=mangasusuku.com" 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 58 pages · Deep-10

Homepage ACRI
63
Single-page score
-8
Moderate hidden bloat
Δ delta
Site-Wide ACRI
55
Avg across 58 pages · Range 49–66
Topical Cohesion
13%
Topical Drift
TF-IDF cosine similarity
Total Words
18023
Avg Bloat
150.1×
Page Type ACRI Token Bloat Words Status
https://mangasusuku.com/a-dangerous-deal-and-the-girl-next-door-chapter-39/ other 66 12.0× 947
https://mangasusuku.com/taihai-tsuma-taihaikei-hitotsuma-o-yachin-kawari-ni-koki-tsukaeru-hanashi-chapter-1/ other 66 14.1× 819
https://mangasusuku.com/i-divorced-my-wife-chapter-49/ other 66 14.6× 762
https://mangasusuku.com/pay-with-your-body-chapter-21/ other 66 14.1× 792
https://mangasusuku.com/wireless-onahole-chapter-78/ other 66 13.4× 828
https://mangasusuku.com/milf-exchange-plan-chapter-62/ pricing 66 13.6× 818
https://mangasusuku.com/from-pauper-to-prince-chapter-39/ other 66 13.6× 821
https://mangasusuku.com/sweet-girl-dirty-secrets-chapter-50-end/ other 66 13.3× 835
https://mangasusuku.com/sweet-girl-dirty-secrets-chapter-49/ other 66 14.2× 791
https://mangasusuku.com/secret-class-chapter-296/ other 66 14.5× 769
https://mangasusuku.com/blog
Blog | Mangasusu
blog 59 83.6× 463
https://mangasusuku.com/zokuzokuzoku-rouhou-gekiyasu-fuuzoku-de-ooatari-hiita-www-chapter-5/
Zokuzokuzoku “Rouhou” Gekiyasu Fuuzoku de Ooatari Hiita www Chapter 5 | Mangasusu
other 59 157.3× 267
https://mangasusuku.com/right-under-his-roof-chapter-8/
Right Under His Roof Chapter 8 | Mangasusu
other 59 167.2× 211
https://mangasusuku.com/pay-with-your-body-chapter-22/
Pay With Your Body Chapter 22 | Mangasusu
other 59 169.3× 211
https://mangasusuku.com/seductive-curves-behind-closed-doors-chapter-12/
Seductive Curves Behind Closed Doors Chapter 12 | Mangasusu
other 59 157.7× 225
https://mangasusuku.com/an-introduction-to-milfs-chapter-82/
An Introduction to MILFs Chapter 82 | Mangasusu
other 59 153.3× 235
https://mangasusuku.com/the-villages-special-law-chapter-58/
The Village’s Special Law Chapter 58 | Mangasusu
other 59 169.8× 211
https://mangasusuku.com/turning-my-life-around-with-crypto-chapter-68/
Turning My Life Around With Crypto Chapter 68 | Mangasusu
other 59 149.7× 239
https://mangasusuku.com/right-under-his-roof-chapter-10/
Right Under His Roof Chapter 10 | Mangasusu
other 59 167.3× 211
https://mangasusuku.com/my-lewd-college-friends-chapter-35/
My Lewd College Friends Chapter 35 | Mangasusu
other 59 170.1× 211
Showing 20 of 58 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
/private-academy-chapter-53/ 1 49 0% 193.2× High JS Bloat
/from-pauper-to-prince-chapter-39/ 1 66 0% 13.6× High JS Bloat
/pay-with-your-body-chapter-22/ 1 59 0% 169.3× High JS Bloat
/im-a-vampire-chapter-17/ 1 49 0% 180.6× High JS Bloat
/sweet-girl-dirty-secrets-chapter-49/ 1 66 0% 14.2× High JS Bloat
/right-under-his-roof-chapter-13/ 1 59 0% 167.5× High JS Bloat
/stop-smoking-chapter-84/ 1 49 0% 194.0× High JS Bloat
/please-please-chapter-57/ 1 49 0% 194.2× High JS Bloat
/milf-exchange-plan-chapter-62/ 1 66 0% 13.6× High JS Bloat
/pickup-chapter-27/ 1 49 0% 210.5× High JS Bloat
/flesh-and-money-chapter-16/ 1 49 0% 178.6× High JS Bloat
/god-bless-you-chapter-73/ 1 49 0% 181.2× High JS Bloat
/paradise-villa-chapter-24/ 1 49 0% 192.5× High JS Bloat
/bosss-daughter-chapter-70/ 1 49 0% 193.8× High JS Bloat
/bosss-daughter-chapter-69/ 1 49 0% 193.4× 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/mangasusuku.com

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

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📊 Semantic Share of Voice

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

Reduce Token Bloat
Medium Impact ⏱ 1–2 hrs
Only 3% 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 Mangasusuku?",
      "acceptedAnswer": {
        "@type": "Answer",
        "text": "Add your answer here — describe what Mangasusuku does in 1-2 sentences."
      }
    },
    {
      "@type": "Question",
      "name": "How does Mangasusuku work?",
      "acceptedAnswer": {
        "@type": "Answer",
        "text": "Explain the key features and how users interact with Mangasusuku."
      }
    }
  ]
}
</script>
📈

Projected Impact

ROI EST.

If you apply the patches above, here's the estimated improvement for mangasusuku.com:

Current Score
82
Projected Score
90
Improvement
+8 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

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