miaozhen.com 55 D
🛡️ SEO 26 🤖 GEO 83 ⚡ Perf 27 🏗️ Arch 66

miaozhen.com — Global SEODiff Score 55/100

miaozhen.com
📊

miaozhen.com shows strong AI visibility with an ACRI of 84/100, outperforming 98% of indexed domains. In the developer sector, miaozhen.com outperforms the average (57), 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. The token bloat ratio sits at a lean 4.6×, meaning the ratio of code to visible content is efficient — crawlers spend their token budget on actual information. No structured data was detected, which means AI systems must infer all entities and relationships from raw HTML alone. Robots.txt grants unrestricted access to the key AI user-agents, which is the strongest starting position for AI visibility.

55
D — Global SEODiff Score
Comprehensive search visibility assessment
Below average — Traditional SEO (26) has the most room for improvement.
🎯 Top Fix: Add Organization + WebSite JSON-LD → +5–8 pts
🔬 Automated SEODiff Assessment · Snapshot: Mar 16, 2026 · 📋 API
📈 ACRI Trend 3 snapshots
Mar 7 Mar 16
🔔 Recent AI Indexing Activity
🔄 Mar 11 Content change detected
Does your site score higher than miaozhen.com?
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)26 × 0.25 = 6.5
🤖 AI Readiness / GEO (40% weight)83 × 0.40 = 33.2
⚡ Performance (20% weight)27 × 0.20 = 5.4
🏗️ Architecture & Trust (15% weight)66 × 0.15 = 9.9
Weighted sum = 6.5 + 33.2 + 5.4 + 9.9
Global SEODiff Score = 55 (D)
📊 ACRI Sub-Scores (AI Readiness Detail)
100
Bot Access
avg 92
100
Rendering
avg 93
100
Structure
avg 35
0
Schema
avg 9
85
Tech Stack
avg 63
🔀
Visibility Delta: Google vs AI
Google (Tranco)
Top 2%
Rank #18607
Aligned
Gap
AI (ACRI)
Top 2%
Score 84/100

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

Why miaozhen.com ranks here

Tech stackWordPress
Industrydeveloper
RenderingSSR
Schema coverage0 blocks
Token bloat4.6×

Fastest improvements

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

26/100 25 % of Global Score 🟡 Medium Confidence

📝 Title Tag

37 chars
Good length

Optimal range: 30–60 characters for SERP display.

📋 Meta Description

0 chars
Missing

Optimal range: 120–160 characters for snippet control.

🔤 Heading Hierarchy

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

🔍 Indexability

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

🌐 Social / OpenGraph

  • ✗ og:title
  • ✗ og:description
  • ✗ og:image
  • ✗ 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

83/100 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 →
miaozhen.com
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 100/100 — Excellent
Structured Elements 164 elements (164 lists, 0 rows, 0 headers)
Total Words426
Raw Density38.5%

🏷️ 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

75
AI Extractability
Medium
Crawl Cost
None
Blocklist Risk
Extractability75/100 — 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

21%
🗑️ 79%
Useful Content (57.7 KB)Bloat (205.4 KB)
Token Bloat Ratio4.6× — Lean

Multimodal Readiness

Visual Context0% Optimized for Vision
Image Alt Coverage0 / 140 images have alt text

TDM Rights

TDM-Reservation HeaderNot set
X-Robots-Tag: noaiNot set
💡Only 0% of images have alt text. Add descriptive alt attributes so multimodal AI (ChatGPT Vision) can understand your images.

🔥 Structural Entropy Check Research

10 Entropy
Poor Token Bloat: High
Noise Ratio: 78.1% · SNR: 0.28 · Signal: 14763 / Noise: 52593 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 miaozhen.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
秒针系统 helps marketers manage and analyze campaign effectiveness.
Target Audience
Marketers, marketing managers, digital marketing specialists
Pricing Model
⚠ SEMANTIC VOID
🏆 Competitive Moat
Data-driven insights for enhanced marketing performance.
📊 Content Depth
3/10
Analyzed by SEODiff AI · 2026-03-01

🔧 Tech Stack

FrameworkWordPress
AI-Readiness Score85/100
Server
CDN
HTTP Status200
Load Time2966 ms
Raw HTML Size263.1 KB
Visible Text Size57.7 KB

Performance & Speed

27/100 20 % of Global Score 🟢 High Confidence

⏱️ Time to First Byte

2966 ms
Slow — bots may time out or deprioritise

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

📦 Page Weight

1634
DOM nodes
263 KB
HTML payload
Moderate weight — acceptable for most scenarios

🗄️ Cache & CDN

  • ✓ Cache-Control header → no-store, no-cache, must-revalidate
  • ✗ CDN cache status
  • ✗ CDN detected

🔬 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

66/100 15 % of Global Score 🟢 High Confidence

🗺️ Sitemap & Robots

  • ✓ Sitemap declared in robots.txt → https://www.miaozhen.com/wp-sitemap.xml
  • ✓ Googlebot allowed
  • ✓ GPTBot allowed
  • ✓ ClaudeBot allowed

🔗 Linking

158
internal links
13
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
  • ✓ 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 miaozhen.com
Pending Audit — score below 80 threshold
<a href="https://seodiff.io/radar/domains/miaozhen.com" rel="noopener"><img src="https://seodiff.io/api/v1/badge?domain=miaozhen.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 123 pages · Deep-10

Homepage ACRI
63
Single-page score
-23
Severe hidden bloat
Δ delta
Site-Wide ACRI
40
Avg across 123 pages · Range 0–62
🔍
Hidden Bloat Detected

Homepage scores 63, but internal pages average only 40 — a -23-point gap. Blogs, docs, and legacy content are dragging down AI readability site-wide.

Total Words
18806
Avg Bloat
249.3×
RAG Fractures [?]
2
⚠️
2 RAG-Chunking Fractures Detected

Poorly formatted tables or pricing grids on 2 pages will be split incorrectly during RAG chunking, causing AI models to hallucinate prices and features.

Page Type ACRI Token Bloat Words Status
https://www.miaozhen.com/events/msc-review/2861.html
30位分享者,105条金句 | 营销科学大会2019-秒针系统-营销实效管理专家
pricing 62 62.5× 802 💰 Pricing
https://www.miaozhen.com/events/msc-review/2923.html
2018 营销科学大会 | 29位分享者,90条金句-秒针系统-营销实效管理专家
pricing 62 87.5× 505 💰 Pricing
https://www.miaozhen.com/events/msc-review/2950.html
2017 营销科学大会 | “我们都是营销科学工作者”-秒针系统-营销实效管理专家
pricing 62 71.5× 539 💰 Pricing
https://www.miaozhen.com/events/meijielixue/3126.html
从首届「媒介力学」论坛的80+条金句中“解构与重构”媒介生态和价值-秒针系统-营销实效管理专家
pricing 62 85.8× 509 💰 Pricing
https://www.miaozhen.com/marticles/4169.html
秒针SDK安全合规使用指南-秒针系统-营销实效管理专家
pricing 62 71.4× 533 ⚠️ RAG Fracture
https://www.miaozhen.com/marticles/1077.html
万字整理 | “行速·行远”第四届媒介力学论坛核心观点笔记-秒针系统-营销实效管理专家
pricing 62 76.2× 651 💰 Pricing
https://www.miaozhen.com/all-reports/intereststribes/787.html
《2023 中国消费者兴趣圈层全景图》-秒针系统-营销实效管理专家
pricing 52 124.4× 296 💰 Pricing
https://www.miaozhen.com/marticles/908.html
赵洁:大模型时代,秒针系统交上“营销实效2.0”答卷-秒针系统-营销实效管理专家
pricing 52 145.5× 239 💰 Pricing
https://www.miaozhen.com/events/meijielixue2023/1062.html
“行速·行远”第四届媒介力学论坛圆桌观点笔记:社媒营销的制胜关键是什么?-秒针系统-营销实效管理专家
pricing 52 129.0× 275 💰 Pricing
https://www.miaozhen.com/marticles/3956.html
2023品牌广告预算分配洞察:坚持品效同行,科学解锁增长-秒针系统-营销实效管理专家
pricing 52 150.8× 219 💰 Pricing
https://www.miaozhen.com/marticles/4177.html
秒针SDK隐私政策-秒针系统-营销实效管理专家
pricing 52 79.6× 477 ⚠️ RAG Fracture
https://www.miaozhen.com/all-reports/socialmediamarketing/881.html
《2023 KOL营销趋势白皮书》-秒针系统-营销实效管理专家
pricing 52 159.4× 208 💰 Pricing
https://www.miaozhen.com/marticles/1066.html
品牌广告的制胜关键是什么? | “行速·行远”第四届媒介力学论坛圆桌观点笔记-秒针系统-营销实效管理专家
pricing 52 97.5× 359 💰 Pricing
https://www.miaozhen.com/events/msc-review/2668.html
金句大赏 | 2021营销科学大会-秒针系统-营销实效管理专家
pricing 52 115.0× 338 💰 Pricing
https://www.miaozhen.com/news/3204.html
秒针联合腾讯云、腾讯位置服务升级户外受众测量,打开效果黑箱-秒针系统-营销实效管理专家
pricing 52 165.8× 203 💰 Pricing
https://www.miaozhen.com/news/3213.html
秒针营销科学院院长受邀出席MSI 2023演讲,分享中国营销数字化转型前沿实践-秒针系统-营销实效管理专家
pricing 52 128.0× 248 💰 Pricing
https://www.miaozhen.com/marticles/5228.html
IP联名热的背后,如何「联」出水平,打出「名」声?-秒针系统-营销实效管理专家
pricing 52 164.2× 201 💰 Pricing
https://www.miaozhen.com/marticles/947.html
明略科技吴明辉:大模型不仅仅是AIGC,将把营销数据的价值提升100倍-秒针系统-营销实效管理专家
pricing 52 181.0× 234 💰 Pricing
https://www.miaozhen.com/en/team
Team-Miaozhen Systems
pricing 46 66.4× 356 💰 Pricing
https://www.miaozhen.com/en/contact
Contact-Miaozhen Systems
pricing 46 95.7× 224 💰 Pricing
Showing 20 of 100 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
/marticles/ 35 44 0% 230.0× High JS Bloat
/news/ 31 40 0% 316.0× High JS Bloat
/events/ 25 44 0% 248.4× High JS Bloat
/all-reports/ 21 42 0% 234.2× High JS Bloat
/en/ 2 46 0% 81.1× High JS Bloat
/team/ 1 42 0% 308.0× High JS Bloat
/contact/ 1 26 0% 558.2× High JS Bloat
/pricing/ 1 0 0% 0.0× Low AI Readiness
/blog/ 1 0 0% 0.0× Low AI Readiness
/features/ 1 0 0% 0.0× Low AI Readiness
/articles/ 1 26 0% 662.8× High JS Bloat
/docs/ 1 0 0% 0.0× Low AI Readiness
/about/ 1 0 0% 0.0× Low AI Readiness
/products/ 1 0 0% 0.0× Low AI Readiness
🔗
Outbound External Citations
0 unique external domains cited across 123 pages
beian.miit.gov.cn ×117
services.miaozhen.com ×117
mininglamp.zhiye.com ×115
adeff.com ×115
amap.com ×1
bebr.ufl.edu ×1
ambcperu.com ×1
mp.weixin.qq.com ×1
🔄 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/miaozhen.com

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

🔗 Similar developer Sites

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

Domain ACRI AI Score Tech Stack Token Bloat Schema
miaozhen.com (this site) 63 84 WordPress 4.6× 0
jitterbit.net 82 88 WordPress 2.7× 1 Compare →
fastpng.com 84 90 WordPress 3.9× 2 Compare →
xn--80aefbvrodbz.xn--p1ai 83 90 WordPress 7.7× 1 Compare →
stealth4bata123.shop 85 90 WordPress 4.7× 4 Compare →
forcekenzo188.com 85 90 WordPress 4.8× 4 Compare →
Compare All 5 Similar Sites →

📊 Semantic Share of Voice

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

Projected Impact

ROI EST.

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

Current Score
84
Projected Score
100
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).

Is this your company?

Monitor your AI visibility score weekly and get alerted when changes happen.

Start Free →

🧭 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
🔍 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 →