koca.shop 61 C
🛡️ SEO 61 🤖 GEO 52 ⚡ Perf 68 🏗️ Arch 73
Radar → Domains → koca.shop

koca.shop — Global SEODiff Score 61/100

koca.shop
📊

koca.shop shows strong AI visibility with an ACRI of 77/100, outperforming 86% of indexed domains. In the infrastructure sector, koca.shop outperforms the average (57), suggesting strong competitive positioning in AI search. The low ghost ratio (0%) confirms that what crawlers see matches what users see — a hallmark of strong SSR implementation. A 47.4× token bloat ratio means crawlers must process significantly more tokens to reach the actual content — a drag on extraction efficiency. Only 1 schema block is present — adding Organization, WebSite, and Breadcrumb schemas would significantly improve structured data coverage. The site maintains an open-door policy for AI crawlers — GPTBot, ClaudeBot, and other major agents are all allowed.

61
C — Global SEODiff Score
Comprehensive search visibility assessment
Strong foundations, but AI Readiness (52) is your bottleneck.
🎯 Top Fix: Reduce token bloat (47×) → +5–10 pts
61
🛡️ Traditional SEO
52
🤖 AI Readiness
68
⚡ Performance
73
🏗️ Architecture
🔬 Automated SEODiff Assessment · Snapshot: Mar 18, 2026 · 📋 API
📈 ACRI Trend 5 snapshots
Mar 1 Mar 18
🔔 Recent AI Indexing Activity
🔄 Mar 13 Content change detected
Does your site score higher than koca.shop?
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)61 × 0.25 = 15.2
🤖 AI Readiness / GEO (40% weight)52 × 0.40 = 20.8
⚡ Performance (20% weight)68 × 0.20 = 13.6
🏗️ Architecture & Trust (15% weight)73 × 0.15 = 10.9
Weighted sum = 15.2 + 20.8 + 13.6 + 10.9
Global SEODiff Score = 61 (C)
📊 ACRI Sub-Scores (AI Readiness Detail)
100
Bot Access
avg 92
100
Rendering
avg 93
37
Structure
avg 35
42
Schema
avg 9
85
Tech Stack
avg 63
🔀
Visibility Delta: Google vs AI
Google (Tranco)
Top 50%+
Rank #594354
-45 pts
Gap
AI (ACRI)
Top 14%
Score 77/100

koca.shop ranks much higher on Google (Tranco Top 50%+) than in AI search (Top 14%). 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 koca.shop ranks here

Tech stackWordPress
Industryinfrastructure
RenderingSSR
Schema coverage1 blocks
Token bloat47.4×

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…
See other WordPress sites → infrastructure industry → Full leaderboard → Domain A–Z →
🛡️

Traditional SEO

61/100 25 % of Global Score 🟢 High Confidence

📝 Title Tag

68 chars
Too long

Optimal range: 30–60 characters for SERP display.

📋 Meta Description

427 chars
Too long

Optimal range: 120–160 characters for snippet control.

🔤 Heading Hierarchy

  • ✗ Exactly 1 <h1> tag — found 10
  • ✓ Has <h2> headings — found 1
  • ✓ <h2> not before <h1>

🔍 Indexability

  • ✓ Canonical tag present → https://koca.shop/
  • ✓ No noindex directive
  • ✓ Meta viewport set
  • ✓ HTML lang attribute → zh-TW
  • ➖ Hreflang tags — N/A (single language site)
  • ✓ Googlebot allowed by robots.txt

🌐 Social / OpenGraph

  • ✓ og:title — KOCA - K-POP韓娛小卡 吉伊卡哇 寶可夢 動漫 官方收藏品交易平台
  • ✓ og:description — KOCA 是台灣的官方收藏品交易 APP，涵蓋 K-POP 小卡、吉伊卡哇、三麗鷗、寶可夢與多款動漫 IP 周邊。隨拍即上架、輕鬆開賣，買家可建立電子收藏冊、追蹤收藏進度。全賣家皆通過身分證及人臉實名認證，搭配延遲撥款機制與公開出貨紀錄，保障每一次交易安全，讓你買得安心、賣得放心。
  • ✓ 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

52/100 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, safely.co.jp (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 →
koca.shop
43
Your ACRI Score
→
safely.co.jp
90
Industry Peer ACRI
AI models prioritize pages with strong semantic structure and schema coverage. safely.co.jp has schema coverage of 3 blocks and uses WordPress. 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 37/100 — Low
Structured Elements 8 elements (8 lists, 0 rows, 0 headers)
Total Words198
Raw Density4.0%
💡Low structure score (37/100). Your content appears as a wall of text with few structured HTML elements. You have 8 list items, 0 table rows, 0 table headers. Convert features into <ul> lists and data into <table> elements to help AI models extract structured information.

🏷️ 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

49
AI Extractability
High
Crawl Cost
None
Blocklist Risk
Extractability49/100 — AI models can partially extract answers from this page
Crawl CostHigh (75/100) — expensive for AI crawlers to process
Blocklist RiskNone — 0 of 5 AI crawlers blocked

Token Bloat Research

2%
🗑️ 98%
Useful Content (6.2 KB)Bloat (287.8 KB)
Token Bloat Ratio47.4× — Bloated

Multimodal Readiness

Visual Context42% Optimized for Vision
Image Alt Coverage10 / 24 images have alt text

TDM Rights

TDM-Reservation HeaderNot set
X-Robots-Tag: noaiNot set
💡Your HTML is 294.0 KB, but only 6.2 KB is text. 2% useful / 98% bloat. AI crawlers have limited context windows (e.g. 128k tokens). This level of bloat (47.4×) risks context-window truncation by ChatGPT, Claude, and Gemini. Reduce inline scripts, CSS, hydration payloads, and tracking code.
💡Only 42% of images have alt text. Add descriptive alt attributes so multimodal AI (ChatGPT Vision) can understand your images.

🔥 Structural Entropy Check Research

0 Entropy
Poor Token Bloat: High
Noise Ratio: 97.9% · SNR: 0.02 · Signal: 1588 / Noise: 73687 tokens
Run Full Entropy Audit →

🔬 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 koca.shop 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
KOCA is a mobile platform for buying and selling K-pop and other fandom merchandise, providing a convenient and secure marketplace for collectors and fans.
Target Audience
K-pop fans, collectors, resellers, and individuals seeking to buy or sell fandom merchandise.
Pricing Model
0% transaction fees for early adopters, with a 2% platform service fee applied to orders placed after January 1, 2026.
🏆 Competitive Moat
The platform’s AI-powered image search and comprehensive collection database, combined with a secure transaction system and seller verification, create a strong competitive advantage.
📊 Content Depth
8/10
🔄 Programmatic SEO Signals
Template comparison pagesIntegration directory pages
⚡ Key Pain Points
• Thin landing pages for features
• No structured FAQ schema
Analyzed by SEODiff AI · 2026-03-27

🔧 Tech Stack

FrameworkWordPress
AI-Readiness Score85/100
Servercloudflare
CDNcloudflare
HTTP Status200
Load Time756 ms
Raw HTML Size294.0 KB
Visible Text Size6.2 KB
⚡

Performance & Speed

68/100 20 % of Global Score 🟢 High Confidence

⏱️ Time to First Byte

756 ms
Slow — bots may time out or deprioritise

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

📦 Page Weight

400
DOM nodes
294 KB
HTML payload
Moderate weight — acceptable for most scenarios

🗄️ Cache & CDN

  • ✓ Cache-Control header → max-age=31536000
  • ✓ CDN cache status → HIT
  • ✓ CDN detected → cloudflare

🔬 Tracker Tax

0
tracker scripts
0
third-party domains
0.0%
token overhead
Minimal tracker load — clean signal for bots
📐 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

73/100 15 % of Global Score 🟢 High Confidence

🗺️ Sitemap & Robots

  • ✓ Sitemap declared in robots.txt → https://koca.shop/sitemap.xml
  • ✓ Googlebot allowed
  • ✓ GPTBot allowed
  • ✓ ClaudeBot allowed

🔗 Linking

8
internal links
15
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 43/100. Reach 80+ to unlock the green "AI-Verified" badge. Fix the issues below to improve your score.

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

Homepage ACRI
43
Single-page score
+1
Consistent readability
Δ delta
Site-Wide ACRI
44
Avg across 10 pages · Range 44–44
Total Words
1760
Avg Bloat
342.5×
Page Type ACRI Token Bloat Words Status
https://koca.shop/pricing
KOCA – 最好用的韓國娛樂小卡周邊交易平台 APP - KOCA
 pricing 44 342.5× 176 ✓
https://koca.shop/about
KOCA – 最好用的韓國娛樂小卡周邊交易平台 APP - KOCA
 about 44 342.5× 176 ✓
https://koca.shop/features
KOCA – 最好用的韓國娛樂小卡周邊交易平台 APP - KOCA
 product 44 342.5× 176 ✓
https://koca.shop/products
KOCA – 最好用的韓國娛樂小卡周邊交易平台 APP - KOCA
 product 44 342.5× 176 ✓
https://koca.shop/blog
KOCA – 最好用的韓國娛樂小卡周邊交易平台 APP - KOCA
 blog 44 342.5× 176 ✓
https://koca.shop/docs
KOCA – 最好用的韓國娛樂小卡周邊交易平台 APP - KOCA
 docs 44 342.5× 176 ✓
https://koca.shop/case-studies
KOCA – 最好用的韓國娛樂小卡周邊交易平台 APP - KOCA
 social-proof 44 342.5× 176 ✓
https://koca.shop/contact
KOCA – 最好用的韓國娛樂小卡周邊交易平台 APP - KOCA
 support 44 342.5× 176 ✓
https://koca.shop/faq
KOCA – 最好用的韓國娛樂小卡周邊交易平台 APP - KOCA
 support 44 342.5× 176 ✓
https://koca.shop/integrations
KOCA – 最好用的韓國娛樂小卡周邊交易平台 APP - KOCA
 integrations 44 342.5× 176 ✓
📂
Health by Sub-Directory
Average ACRI and top issues aggregated by URL path prefix
Path Pages Avg ACRI Ghost % Bloat Top Issue
/products/ 1 44 0% 342.5× High JS Bloat
/docs/ 1 44 0% 342.5× High JS Bloat
/pricing/ 1 44 0% 342.5× High JS Bloat
/about/ 1 44 0% 342.5× High JS Bloat
/blog/ 1 44 0% 342.5× High JS Bloat
/features/ 1 44 0% 342.5× High JS Bloat
/case-studies/ 1 44 0% 342.5× High JS Bloat
/contact/ 1 44 0% 342.5× High JS Bloat
/faq/ 1 44 0% 342.5× High JS Bloat
/integrations/ 1 44 0% 342.5× High JS Bloat
🔗
Outbound External Citations
0 unique external domains cited across 10 pages
instagram.com ×10
discord.gg ×10
play.google.com ×10
apps.apple.com ×10
facebook.com ×10
threads.com ×10
🔄 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/koca.shop

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

🔗 Similar infrastructure Sites

Domains with a similar tech stack, industry, and AI readiness profile to koca.shop. Compare side-by-side.

Domain ACRI AI Score Tech Stack Token Bloat Schema
koca.shop (this site) 43 77 WordPress 47.4× 1 —
consoleconnect.com 68 87 WordPress 40.7× 1 Compare →
phonetify.com.co 68 83 WordPress 7.1× 1 Compare →
coyote.com 68 81 WordPress 6.2× 1 Compare →
storables.com 68 86 WordPress 21.5× 1 Compare →
telenicosia.it 68 78 WordPress 7.6× 1 Compare →
Compare All 5 Similar Sites →

📊 Semantic Share of Voice

How often would an AI cite koca.shop 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 koca.shop. 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 2% 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>
📈

Projected Impact

ROI EST.

If you apply the patches above, here's the estimated improvement for koca.shop:

Current Score
77
Projected Score
82
Improvement
+5 pts
Reduce token bloat +5 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).

📄 Generate llms.txt 📊 Export JSON Data 📸 Download Visual

All data is generated automatically and updated with each crawl. JSON exports contain scores and metadata only (no copyrighted content).

Is this your company?

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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
Open My Site report → Open Self-Diffing incidents → Open History timeline →

🕒 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
🔍 Found indexing issues?
Run a free deep audit to diagnose crawled-not-indexed, soft 404s, redirect errors, and more.
Free Deep Audit → GSC Error Guide →

📚 Research & Documentation

🔬
The Science of ACRI
Methodology behind the AI-Crawler Reality Index scoring model.
🚨
Hallucination Risk Study
How poor crawl access increases AI fabrication rates by 3.5×.
🔥
Structural Entropy Paper
The median web page wastes 55% of tokens on noise. Here's the data.
🧪
Extraction Lab Paper
Causal evidence that semantic HTML structure increases AI extraction accuracy.
📖
Documentation Hub
Metrics definitions, fix guides, and API reference for CI/CD integration.
🛠️
Free Tools
llms.txt generator, hallucination checker, entropy audit, and more.