comem.vn 66 C
🛡️ SEO 59 🤖 GEO 86 ⚡ Perf 27 🏗️ Arch 77

comem.vn — Global SEODiff Score 66/100

comem.vn
📊

Registering an exceptional 85/100 on the AI-Crawler Reality Index, comem.vn sits in the highest tier of AI extractability among indexed domains. Compared to other infrastructure sites (avg score: 57), comem.vn performs above the benchmark, suggesting strong competitive positioning in AI search. Its server-rendered architecture ensures AI crawlers receive complete HTML on first request, a key advantage for extractability. A tight 4.0× token bloat ratio reflects disciplined markup: minimal noise between the crawler and the content it needs. The presence of 6 structured data blocks ensures search engines and AI agents can accurately classify and extract entities from the page. 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: Fix title tag length → +3 pts
🔬 Automated SEODiff Assessment · Snapshot: Mar 21, 2026 · 📋 API
📈 ACRI Trend 7 snapshots
Feb 23 Mar 21
🔔 Recent AI Indexing Activity
🔄 Mar 12 Content change detected
Does your site score higher than comem.vn?
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)59 × 0.25 = 14.8
🤖 AI Readiness / GEO (40% weight)86 × 0.40 = 34.4
⚡ Performance (20% weight)27 × 0.20 = 5.4
🏗️ Architecture & Trust (15% weight)77 × 0.15 = 11.5
Weighted sum = 14.8 + 34.4 + 5.4 + 11.5
Global SEODiff Score = 66 (C)
📊 ACRI Sub-Scores (AI Readiness Detail)
100
Bot Access
avg 92
99
Rendering
avg 93
46
Structure
avg 35
92
Schema
avg 9
75
Tech Stack
avg 63
🔀
Visibility Delta: Google vs AI
Google (Tranco)
Top 47%
Rank #474738
-45 pts
Gap
AI (ACRI)
Top 2%
Score 85/100

comem.vn ranks much higher on Google (Tranco Top 47%) than in AI search (Top 2%). 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 comem.vn ranks here

Tech stackCloudflare Pages
RenderingSSR
Schema coverage6 blocks
Token bloat4.0×

Fastest improvements

  • You’re already in decent shape — the next moat is monitoring drift over time.
  • 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

59/100 25 % of Global Score 🟢 High Confidence

📝 Title Tag

80 chars
Too long

Optimal range: 30–60 characters for SERP display.

📋 Meta Description

179 chars
Too long

Optimal range: 120–160 characters for snippet control.

🔤 Heading Hierarchy

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

🔍 Indexability

  • ✓ Canonical tag present → https://comem.vn
  • ✓ No noindex directive
  • ✓ Meta viewport set
  • ✓ HTML lang attribute → vi
  • ✗ Hreflang tags
  • ✓ Googlebot allowed by robots.txt

🌐 Social / OpenGraph

  • ✓ og:title — Cỏ Mềm Mỹ Phẩm Thiên Nhiên Sản Phẩm Lành - Chất Lượng Thật
  • ✓ og:description — SẢN PHẨM LÀNH - CHẤT LƯỢNG THẬT | Thương hiệu mỹ phẩm từ thiên nhiên được tin cậy hàng đầu Việt Nam| An toàn cho con người và trái đất
  • ✓ og:image — preview
  • ✗ twitter:card
📐 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

86/100 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 →
comem.vn
70
Your ACRI Score
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 5%
0% — Safe 50% 100% — Risk
Status Server-Side Rendered (Safe)
Rendering Type SSR

📊 Structure & Information Density Docs

Structure Grade 46/100 — Fair
Structured Elements 108 elements (108 lists, 0 rows, 0 headers)
Total Words1687
Raw Density6.4%

🏷️ Schema Health Docs

Organization Schema ✅ Present
Product / Service Schema ✅ Present
Total Schema Blocks6 blocks

Schema Coverage Map

4/7 schema types detected
✅ Organization
✅ Product/Service
✅ Breadcrumb
❌ FAQ
❌ Article
❌ WebSite
💡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

82
AI Extractability
Medium
Crawl Cost
None
Blocklist Risk
Extractability82/100 — AI models can easily 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

25%
🗑️ 75%
Useful Content (99.1 KB)Bloat (293.5 KB)
Token Bloat Ratio4.0× — Lean

Multimodal Readiness

Visual Context63% Optimized for Vision
Image Alt Coverage71 / 113 images have alt text

TDM Rights

TDM-Reservation HeaderNot set
X-Robots-Tag: noaiNot set

🔥 Structural Entropy Check Research

25 Entropy
Poor Token Bloat: High
Noise Ratio: 74.8% · SNR: 0.34 · Signal: 25366 / Noise: 75143 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 comem.vn 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
Cỏ Mềm offers a comprehensive range of natural beauty and personal care products, including skincare, makeup, hair care, and home
Target Audience
Women aged 25-45 interested in natural and organic beauty products, mothers seeking safe and gentle products for their children, and environmentally conscious consumers.
Pricing Model
Variable, with individual product prices ranging from 130,000 to 1,750,000 VND. Offers and combo deals are frequently available.
🏆 Competitive Moat
Focus on natural and organic ingredients, combined with a strong brand identity centered around sustainability and community impact.
📊 Content Depth
6/10
🔄 Programmatic SEO Signals
Multiple product pages with detailed descriptions and images.Combo offers and product bundles.Template-driven landing pages for specific product categories (e.g., ‘Skincare’, ‘Makeup’, ‘Hair Care’).
⚡ Key Pain Points
• Limited SEO optimization of product pages (thin content).
• Lack of structured FAQ schema on the website.
Analyzed by SEODiff AI · 2026-03-22

🔧 Tech Stack

AI-Readiness Score75/100
Servercloudflare
CDNcloudflare
HTTP Status200
Load Time2413 ms
Raw HTML Size392.6 KB
Visible Text Size99.1 KB

Performance & Speed

27/100 20 % of Global Score 🟢 High Confidence

⏱️ Time to First Byte

2413 ms
Slow — bots may time out or deprioritise

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

📦 Page Weight

1847
DOM nodes
393 KB
HTML payload
Heavy page — consider reducing DOM complexity

🗄️ Cache & CDN

  • ✓ Cache-Control header → no-cache, private
  • ✓ CDN cache status → DYNAMIC
  • ✓ CDN detected → cloudflare

🔬 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

77/100 15 % of Global Score 🟢 High Confidence

🗺️ Sitemap & Robots

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

🔗 Linking

283
internal links
8
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 → vi
  • ✓ 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 70/100. Reach 80+ to unlock the green "AI-Verified" badge. Fix the issues below to improve your score.

AI-Verified badge for comem.vn
Pending Audit — score below 80 threshold
<a href="https://seodiff.io/radar/domains/comem.vn" rel="noopener"><img src="https://seodiff.io/api/v1/badge?domain=comem.vn" 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 9 pages · Deep-10

Homepage ACRI
70
Single-page score
-1
Consistent readability
Δ delta
Site-Wide ACRI
69
Avg across 9 pages · Range 69–69
Total Words
16137
Avg Bloat
53.2×
Page Type ACRI Token Bloat Words Status
https://comem.vn/pricing
Tổng hợp mỹ phẩm Cỏ Mềm lành tính, chiết xuất từ thiên nhiên
pricing 69 53.2× 1793 💰 Pricing
https://comem.vn/about
Tổng hợp mỹ phẩm Cỏ Mềm lành tính, chiết xuất từ thiên nhiên
pricing 69 53.2× 1793 💰 Pricing
https://comem.vn/features
Tổng hợp mỹ phẩm Cỏ Mềm lành tính, chiết xuất từ thiên nhiên
pricing 69 53.2× 1793 💰 Pricing
https://comem.vn/docs
Tổng hợp mỹ phẩm Cỏ Mềm lành tính, chiết xuất từ thiên nhiên
pricing 69 53.2× 1793 💰 Pricing
https://comem.vn/blog
Tổng hợp mỹ phẩm Cỏ Mềm lành tính, chiết xuất từ thiên nhiên
pricing 69 53.2× 1793 💰 Pricing
https://comem.vn/case-studies
Tổng hợp mỹ phẩm Cỏ Mềm lành tính, chiết xuất từ thiên nhiên
pricing 69 53.2× 1793 💰 Pricing
https://comem.vn/contact
Tổng hợp mỹ phẩm Cỏ Mềm lành tính, chiết xuất từ thiên nhiên
pricing 69 53.2× 1793 💰 Pricing
https://comem.vn/faq
Tổng hợp mỹ phẩm Cỏ Mềm lành tính, chiết xuất từ thiên nhiên
pricing 69 53.2× 1793 💰 Pricing
https://comem.vn/integrations
Tổng hợp mỹ phẩm Cỏ Mềm lành tính, chiết xuất từ thiên nhiên
pricing 69 53.2× 1793 💰 Pricing
📂
Health by Sub-Directory
Average ACRI and top issues aggregated by URL path prefix
Path Pages Avg ACRI Ghost % Bloat Top Issue
/docs/ 1 69 0% 53.2× High JS Bloat
/pricing/ 1 69 0% 53.2× High JS Bloat
/features/ 1 69 0% 53.2× High JS Bloat
/contact/ 1 69 0% 53.2× High JS Bloat
/about/ 1 69 0% 53.2× High JS Bloat
/blog/ 1 69 0% 53.2× High JS Bloat
/case-studies/ 1 69 0% 53.2× High JS Bloat
/faq/ 1 69 0% 53.2× High JS Bloat
/integrations/ 1 69 0% 53.2× High JS Bloat
🔗
Outbound External Citations
0 unique external domains cited across 9 pages
m.me ×9
instagram.com ×9
youtube.com ×9
zalo.me ×9
facebook.com ×9
quatangdoanhnghiep.comem.vn ×9
🔄 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/comem.vn

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

🔗 Similar infrastructure Sites

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

Domain ACRI AI Score Tech Stack Token Bloat Schema
comem.vn (this site) 70 85 Cloudflare Pages 4.0× 6
oliverevolution.com 87 94 Cloudflare Pages 5.4× 6 Compare →
centegrahealthyliving.com 87 94 Cloudflare Pages 5.4× 6 Compare →
alamancecdc.com 87 89 Cloudflare Pages 3.8× 4 Compare →
touch.com.ua 87 90 Cloudflare Pages 1.7× 7 Compare →
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Compare All 5 Similar Sites →

📊 Semantic Share of Voice

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

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

Projected Impact

ROI EST.

If you apply the patches above, here's the estimated improvement for comem.vn:

Current Score
85
Projected Score
92
Improvement
+7 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

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