manpeace.org 59 D
🛡️ SEO 33 🤖 GEO 82 ⚡ Perf 40 🏗️ Arch 68

manpeace.org — Global SEODiff Score 59/100

manpeace.org
📊

At 74/100, the ACRI for manpeace.org indicates strong fundamentals in AI extractability, surpassing the majority of indexed sites. Content is delivered server-side, meaning bots and AI agents can parse the full page without executing JavaScript. With a 3.7× bloat ratio, the page delivers its content without excessive boilerplate, giving AI systems a clean extraction path. Zero schema blocks puts this site at a disadvantage in knowledge graph and AI-answer pipelines that rely on explicit structured data. The site maintains an open-door policy for AI crawlers — GPTBot, ClaudeBot, and other major agents are all allowed.

59
D — Global SEODiff Score
Comprehensive search visibility assessment
Below average — Traditional SEO (33) has the most room for improvement.
🎯 Top Fix: Add Organization + WebSite JSON-LD → +5–8 pts
🔬 Automated SEODiff Assessment · Snapshot: Mar 21, 2026 · 📋 API
📈 ACRI Trend 6 snapshots
Feb 23 Mar 21
🔔 Recent AI Indexing Activity
No recent changes detected by adaptive crawler.
Does your site score higher than manpeace.org?
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)33 × 0.25 = 8.2
🤖 AI Readiness / GEO (40% weight)82 × 0.40 = 32.8
⚡ Performance (20% weight)40 × 0.20 = 8.0
🏗️ Architecture & Trust (15% weight)68 × 0.15 = 10.2
Weighted sum = 8.2 + 32.8 + 8.0 + 10.2
Global SEODiff Score = 59 (D)
📊 ACRI Sub-Scores (AI Readiness Detail)
100
Bot Access
avg 92
99
Rendering
avg 93
69
Structure
avg 35
0
Schema
avg 9
50
Tech Stack
avg 63
🔀
Visibility Delta: Google vs AI
Google (Tranco)
Top 9%
Rank #86965
+14 pts
Gap
AI (ACRI)
Top 22%
Score 74/100

manpeace.org shows stronger AI visibility than traditional SEO ranking. Great AI foundation to build on. ACRI measures technical crawler readiness. Read the methodology →

Why manpeace.org ranks here

Tech stackCustom / Proprietary
Industry
RenderingSSR
Schema coverage0 blocks
Token bloat3.7×

Fastest improvements

  • Add basic Organization and WebSite JSON-LD to fix “0 schema blocks” (see Schema Coverage).
  • 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

33/100 25 % of Global Score 🟢 High Confidence

📝 Title Tag

9 chars
Too short

Optimal range: 30–60 characters for SERP display.

📋 Meta Description

9 chars
Too short

Optimal range: 120–160 characters for snippet control.

🔤 Heading Hierarchy

  • ✗ Exactly 1 <h1> tag — found 2
  • ✓ Has <h2> headings — found 1
  • ✓ <h2> not before <h1>

🔍 Indexability

  • ✓ Canonical tag present → http://manpeace.org/
  • ✓ No noindex directive
  • ✗ Meta viewport set
  • ✓ HTML lang attribute → ko
  • ➖ Hreflang tags — N/A (single language site)
  • ✓ Googlebot allowed by robots.txt

🌐 Social / OpenGraph

  • ✓ og:title — 맨피스
  • ✓ og:description — 맨피스
  • ✓ 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

82/100 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.

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

📊 Structure & Information Density Docs

Structure Grade 69/100 — Good
Structured Elements 127 elements (127 lists, 0 rows, 0 headers)
Total Words881
Raw Density14.4%

🏷️ 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

65
AI Extractability
Low
Crawl Cost
None
Blocklist Risk
Extractability65/100 — AI models can partially extract answers from this page
Crawl CostLow (30/100) — efficient for AI crawlers to process
Blocklist RiskNone — 0 of 5 AI crawlers blocked

Token Bloat Research

27%
🗑️ 73%
Useful Content (25.0 KB)Bloat (68.4 KB)
Token Bloat Ratio3.7× — Lean

Multimodal Readiness

Visual Context8% Optimized for Vision
Image Alt Coverage2 / 24 images have alt text

TDM Rights

TDM-Reservation HeaderNot set
X-Robots-Tag: noaiNot set
💡Only 8% of images have alt text. Add descriptive alt attributes so multimodal AI (ChatGPT Vision) can understand your images.

🔥 Structural Entropy Check Research

32 Entropy
Poor Token Bloat: High
Noise Ratio: 73.2% · SNR: 0.37 · Signal: 6403 / Noise: 17523 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 manpeace.org 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
The website appears to be a community forum focused on various topics including technology, internet issues, military affairs, and celebrity
Target Audience
General internet users, tech enthusiasts, military personnel, and fans of Korean celebrities.
Pricing Model
⚠ SEMANTIC VOID
🏆 Competitive Moat
Community-driven content and discussion, potentially leveraging user-generated content for engagement.
📊 Content Depth
3/10
⚡ Key Pain Points
• Lack of a clear SaaS offering or product.
• Reliance on user-generated content, potentially leading to inconsistent quality and moderation challenges.
• Limited SEO optimization with thin landing pages and a lack of structured data.
Analyzed by SEODiff AI · 2026-03-04

🔧 Tech Stack

AI-Readiness Score50/100
ServerApache/2.4.6 (CentOS) OpenSSL/1.0.2k-fips PHP/5.5.38
CDN
HTTP Status200
Load Time3369 ms
Raw HTML Size93.5 KB
Visible Text Size25.0 KB

Performance & Speed

40/100 20 % of Global Score 🟢 High Confidence

⏱️ Time to First Byte

3369 ms
Slow — bots may time out or deprioritise

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

📦 Page Weight

1119
DOM nodes
94 KB
HTML payload
Lean page — fast for bots and users

🗄️ Cache & CDN

  • ✓ Cache-Control header → pre-check=0, post-check=0, max-age=0
  • ✗ 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
doubleclick.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

68/100 15 % of Global Score 🟢 High Confidence

🗺️ Sitemap & Robots

  • ✓ Sitemap declared in robots.txt → http://manpeace.org/sitemap.xml
  • ✓ Googlebot allowed
  • ✓ GPTBot allowed
  • ✓ ClaudeBot allowed

🔗 Linking

137
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 → ko
  • ✗ 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 61/100. Reach 80+ to unlock the green "AI-Verified" badge. Fix the issues below to improve your score.

AI-Verified badge for manpeace.org
Pending Audit — score below 80 threshold
<a href="https://seodiff.io/radar/domains/manpeace.org" rel="noopener"><img src="https://seodiff.io/api/v1/badge?domain=manpeace.org" 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 13 pages · Deep-10

Homepage ACRI
61
Single-page score
-47
Severe hidden bloat
Δ delta
Site-Wide ACRI
14
Avg across 13 pages · Range 0–76
🔍
Hidden Bloat Detected

Homepage scores 61, but internal pages average only 14 — a -47-point gap. Blogs, docs, and legacy content are dragging down AI readability site-wide.

Total Words
1430
Avg Bloat
5.0×
Page Type ACRI Token Bloat Words Status
http://manpeace.org/rss/rss.php
맨피스[자유게시판] 여자 선출 vs 남자 진짜 해보러감[유저이슈] 훌쩍훌쩍 수익률 7700%[인터넷이슈] 멍청해서 공부할때까지 접근금지 당한 엄마[자유게시판] 은퇴후 창업 말리는 만화[인터넷이슈] 탑골공원이 사라진 뒤 인터뷰[자유게시판] 작년 넷플릭스 코리아 공계에 올라온 삼일절 기념 영상[자유게시판] 산후에 미역을 먹는 것은 고래에게 배운 것[유저이슈] 진짜 힘의 논리[유저이슈] 고위급 모여있는 절묘한 순간...이란 흔든 초정밀 동시타격[자유게시판] 제정신이 돌아온 칸예 근황[유저이슈] 눈치 ㅈㄴ 빠른 북한[자유게시판] 비효율적인 무기를 계속 연구하니 튀어나온 괴물[걸그룹/연예인] 윗부분이 스트랩인 민소매 있지 유나[걸그룹/연예인] 잔잔하게 일렁이는 권은비[걸그룹/연예인] 망사에 핫팬츠 케플러 김다연
other 76 9.5× 533
http://manpeace.org/bbs/page.php?hid=best
베스트50 > 맨피스
other 59 29.7× 568
http://manpeace.org/bbs/board.php?bo_table=jage
인터넷이슈 1 페이지 > 맨피스
pricing 49 25.3× 329 💰 Pricing
https://manpeace.org/pricing pricing 0 0.0× 0
https://manpeace.org/about about 0 0.0× 0
https://manpeace.org/features product 0 0.0× 0
https://manpeace.org/products product 0 0.0× 0
https://manpeace.org/blog blog 0 0.0× 0
https://manpeace.org/docs docs 0 0.0× 0
https://manpeace.org/case-studies social-proof 0 0.0× 0
https://manpeace.org/contact support 0 0.0× 0
https://manpeace.org/faq support 0 0.0× 0
https://manpeace.org/integrations integrations 0 0.0× 0
📂
Health by Sub-Directory
Average ACRI and top issues aggregated by URL path prefix
Path Pages Avg ACRI Ghost % Bloat Top Issue
/bbs/ 2 54 0% 27.5× High JS Bloat
/pricing/ 1 0 0% 0.0× Low AI Readiness
/blog/ 1 0 0% 0.0× Low AI Readiness
/integrations/ 1 0 0% 0.0× Low AI Readiness
/case-studies/ 1 0 0% 0.0× Low AI Readiness
/contact/ 1 0 0% 0.0× Low AI Readiness
/faq/ 1 0 0% 0.0× Low AI Readiness
/products/ 1 0 0% 0.0× Low AI Readiness
/rss/ 1 76 0% 9.5× High JS Bloat
/docs/ 1 0 0% 0.0× Low AI Readiness
/about/ 1 0 0% 0.0× Low AI Readiness
/features/ 1 0 0% 0.0× Low AI Readiness
🔗
Outbound External Citations
0 unique external domains cited across 13 pages
ftc.go.kr ×2
youtu.be ×1
mk.co.kr ×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/manpeace.org

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📊 Semantic Share of Voice

How often would an AI cite manpeace.org 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 manpeace.org. 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": "Manpeace",
  "url": "https://manpeace.org",
  "logo": "https://manpeace.org/img/manpeace_icon.ico",
  "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": "Manpeace",
  "url": "https://manpeace.org",
  "potentialAction": {
    "@type": "SearchAction",
    "target": "https://manpeace.org/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 Manpeace?",
      "acceptedAnswer": {
        "@type": "Answer",
        "text": "Add your answer here — describe what Manpeace does in 1-2 sentences."
      }
    },
    {
      "@type": "Question",
      "name": "How does Manpeace work?",
      "acceptedAnswer": {
        "@type": "Answer",
        "text": "Explain the key features and how users interact with Manpeace."
      }
    }
  ]
}
</script>
📈

Projected Impact

ROI EST.

If you apply the patches above, here's the estimated improvement for manpeace.org:

Current Score
74
Projected Score
87
Improvement
+13 pts
Add Organization schema +6 pts
Add WebSite schema +4 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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