freedom.net.tw 66 C
🛡️ SEO 37 🤖 GEO 76 ⚡ Perf 62 🏗️ Arch 92

freedom.net.tw — Global SEODiff Score 66/100

freedom.net.tw
📊

The AI-Readiness profile for freedom.net.tw is strong: an ACRI of 81/100 places it ahead of 95% of domains in the index. In the developer sector, freedom.net.tw 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. A 8.1× bloat ratio is typical for sites in this tech tier — not wasteful, but streamlining could further boost extractability. Minimal structured data (1 block) limits the site's ability to communicate entity relationships to AI systems. The site maintains an open-door policy for AI crawlers — GPTBot, ClaudeBot, and other major agents are all allowed.

66
C — Global SEODiff Score
Comprehensive search visibility assessment
Strong foundations, but Traditional SEO (37) is your bottleneck.
🎯 Top Fix: Fix title tag length → +3 pts
🔬 Automated SEODiff Assessment · Snapshot: Mar 16, 2026 · 📋 API
📈 ACRI Trend 4 snapshots
Mar 1 Mar 16
🔔 Recent AI Indexing Activity
📉 Mar 16 ACRI -4 (67→63)
📉 Mar 16 ACRI -4 (67→63)
Does your site score higher than freedom.net.tw?
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🧮 Score Transparency — How is this calculated?
🛡️ Traditional SEO (25% weight)37 × 0.25 = 9.2
🤖 AI Readiness / GEO (40% weight)76 × 0.40 = 30.4
⚡ Performance (20% weight)62 × 0.20 = 12.4
🏗️ Architecture & Trust (15% weight)92 × 0.15 = 13.8
Weighted sum = 9.2 + 30.4 + 12.4 + 13.8
Global SEODiff Score = 66 (C)
📊 ACRI Sub-Scores (AI Readiness Detail)
100
Bot Access
avg 92
100
Rendering
avg 93
98
Structure
avg 35
2
Schema
avg 9
60
Tech Stack
avg 63
🔀
Visibility Delta: Google vs AI
Google (Tranco)
Top 46%
Rank #456359
-40 pts
Gap
AI (ACRI)
Top 5%
Score 81/100

freedom.net.tw ranks much higher on Google (Tranco Top 46%) than in AI search (Top 5%). This is the 'Visibility Gap' pattern — implementing the recommendations above can help close the AI gap. ACRI measures technical crawler readiness. Read the methodology →

Why freedom.net.tw ranks here

Tech stackJoomla
Industrydeveloper
RenderingSSR
Schema coverage1 blocks
Token bloat8.1×

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

37/100 25 % of Global Score 🟢 High Confidence

📝 Title Tag

75 chars
Too long

Optimal range: 30–60 characters for SERP display.

📋 Meta Description

408 chars
Too long

Optimal range: 120–160 characters for snippet control.

🔤 Heading Hierarchy

  • ✗ Exactly 1 <h1> tag — found 4
  • ✓ Has <h2> headings — found 3
  • ✓ <h2> not before <h1>

🔍 Indexability

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

🌐 Social / OpenGraph

  • ✗ og:title
  • ✗ og:description
  • ✓ 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

76/100 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 developer sector, hikkoshizamurai.jp (ACRI: 88) 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 →
freedom.net.tw
63
Your ACRI Score
88
Industry Peer ACRI
AI models prioritize pages with strong semantic structure and schema coverage. hikkoshizamurai.jp has schema coverage of 5 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 98/100 — Excellent
Structured Elements 79 elements (79 lists, 0 rows, 0 headers)
Total Words276
Raw Density28.6%

🏷️ 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.
💡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

67
AI Extractability
Low
Crawl Cost
None
Blocklist Risk
Extractability67/100 — 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

12%
🗑️ 88%
Useful Content (7.6 KB)Bloat (54.3 KB)
Token Bloat Ratio8.1× — Normal

Multimodal Readiness

Visual Context93% Optimized for Vision
Image Alt Coverage13 / 14 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: 87.7% · SNR: 0.14 · Signal: 1950 / Noise: 13910 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 freedom.net.tw 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
Freedom Systems provides managed service provider (MSP) solutions for businesses, offering customized IT outsourcing services including digital transformation, cybersecurity, system
Target Audience
IT managers, business owners, CTOs, system administrators, and companies seeking comprehensive IT solutions and managed services.
Pricing Model
Subscription-based pricing for various IT services, including computer services and file downloads.
🔗 Integration Partners
Microsoft 365VeeamMicrosoft
🛡️ Compliance Standards
ISO 27001ISO 27017
🏆 Competitive Moat
A combination of strategic IT consulting, a flexible service model, and a strong partnership with Microsoft, providing a comprehensive and scalable IT solution for businesses.
📊 Content Depth
6/10
🔄 Programmatic SEO Signals
integration directory pagestemplate comparison pages
⚡ Key Pain Points
• Thin landing pages for features
Analyzed by SEODiff AI · 2026-03-21

🔧 Tech Stack

FrameworkJoomla
AI-Readiness Score60/100
Servernginx
CDN
HTTP Status200
Load Time1021 ms
Raw HTML Size62.0 KB
Visible Text Size7.6 KB

Performance & Speed

62/100 20 % of Global Score 🟢 High Confidence

⏱️ Time to First Byte

1021 ms
Slow — bots may time out or deprioritise

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

📦 Page Weight

772
DOM nodes
62 KB
HTML payload
Lean page — fast for bots and users

🗄️ Cache & CDN

  • ✓ Cache-Control header → no-cache
  • ✗ CDN cache status
  • ✗ CDN detected

🔬 Tracker Tax

2
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

92/100 15 % of Global Score 🟢 High Confidence

🗺️ Sitemap & Robots

  • ✓ Sitemap declared in robots.txt → https://www.freedom.net.tw/component/osmap/?view=xml&id=1&format=xml
  • ✓ Googlebot allowed
  • ✓ GPTBot allowed
  • ✓ ClaudeBot allowed

🔗 Linking

83
internal links
7
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 → zh-tw
  • ✓ 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 freedom.net.tw
Pending Audit — score below 80 threshold
<a href="https://seodiff.io/radar/domains/freedom.net.tw" rel="noopener"><img src="https://seodiff.io/api/v1/badge?domain=freedom.net.tw" 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 8 pages · Deep-10

Homepage ACRI
63
Single-page score
-15
Moderate hidden bloat
Δ delta
Site-Wide ACRI
48
Avg across 8 pages · Range 47–57
🔍
Hidden Bloat Detected

Homepage scores 63, but internal pages average only 48 — a -15-point gap. Blogs, docs, and legacy content are dragging down AI readability site-wide.

Topical Cohesion
0%
Topical Drift
TF-IDF cosine similarity
Total Words
1020
Avg Bloat
53.8×
Page Type ACRI Token Bloat Words Status
https://freedom.net.tw/about
企業簡介 - 自由系統 Freedom Systems
about 57 66.6× 264
https://freedom.net.tw/pricing
404 Error Page
pricing 47 52.0× 108
https://freedom.net.tw/features
404 Error Page
product 47 52.0× 108
https://freedom.net.tw/products
404 Error Page
product 47 52.0× 108
https://freedom.net.tw/docs
404 Error Page
docs 47 52.0× 108
https://freedom.net.tw/case-studies
404 Error Page
social-proof 47 52.0× 108
https://freedom.net.tw/faq
404 Error Page
support 47 52.0× 108
https://freedom.net.tw/integrations
404 Error Page
integrations 47 52.0× 108
📂
Health by Sub-Directory
Average ACRI and top issues aggregated by URL path prefix
Path Pages Avg ACRI Ghost % Bloat Top Issue
/integrations/ 1 47 0% 52.0× High JS Bloat
/about/ 1 57 0% 66.6× High JS Bloat
/features/ 1 47 0% 52.0× High JS Bloat
/pricing/ 1 47 0% 52.0× High JS Bloat
/products/ 1 47 0% 52.0× High JS Bloat
/docs/ 1 47 0% 52.0× High JS Bloat
/case-studies/ 1 47 0% 52.0× High JS Bloat
/faq/ 1 47 0% 52.0× High JS Bloat
🔗
Outbound External Citations
0 unique external domains cited across 8 pages
medium.com ×8
youtube.com ×8
facebook.com ×8
linkedin.com ×8
hr.freedom.net.tw ×8
🔄 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/freedom.net.tw

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

🔗 Similar developer Sites

Domains with a similar tech stack, industry, and AI readiness profile to freedom.net.tw. Compare side-by-side.

Domain ACRI AI Score Tech Stack Token Bloat Schema
freedom.net.tw (this site) 63 81 Joomla 8.1× 1
xn--80aefbvrodbz.xn--p1ai 83 90 WordPress 7.7× 1 Compare →
jitterbit.net 82 88 WordPress 2.7× 1 Compare →
lode777true.com 86 95 Cloudflare Pages 4.7× 1 Compare →
fastpng.com 84 90 WordPress 3.9× 2 Compare →
neweracap.com 83 88 Next.js 2.5× 2 Compare →
Compare All 5 Similar Sites →

📊 Semantic Share of Voice

How often would an AI cite freedom.net.tw 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 freedom.net.tw. 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": "Net",
  "url": "https://freedom.net.tw",
  "logo": "https://freedom.net.tw/images/favicon-32.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": "Net",
  "url": "https://freedom.net.tw",
  "potentialAction": {
    "@type": "SearchAction",
    "target": "https://freedom.net.tw/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 Net?",
      "acceptedAnswer": {
        "@type": "Answer",
        "text": "Add your answer here — describe what Net does in 1-2 sentences."
      }
    },
    {
      "@type": "Question",
      "name": "How does Net work?",
      "acceptedAnswer": {
        "@type": "Answer",
        "text": "Explain the key features and how users interact with Net."
      }
    }
  ]
}
</script>
📈

Projected Impact

ROI EST.

If you apply the patches above, here's the estimated improvement for freedom.net.tw:

Current Score
81
Projected Score
97
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
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