Geo Scoring

GEO Analysis Report

Name: GEO Scoring
Author: GEO Scoring

https://www.golden-scorpion.com/

08/20/2026, 12:56 PMPages scanned: 2Website type: Corporate / service websiteAuto-detected

Overall GEO Score

DGrade

27/100Score

It is recommended to prioritize adding core Schema markup and structured data to improve AI search visibility.

Checks align with the Princeton-led GEO study (KDD 2024), Stanford’s citation-verifiability research (EMNLP 2023), and public generative-search guidance from Google, Microsoft, OpenAI, and China’s CAICT.

Top 3 priorities

Add a unique H1 to every page. It should align with the title but can be more descriptive.

Detected missing or duplicated H1 headings on 1 pages.

Based on: 1 Pages Missing H1 Heading · Medium Gain

Add a 50-155 character meta description to every page, clearly stating the page value and a call to action.

Detected Meta Description issues on 2 pages.

Based on: 1 Pages Missing Meta Description · Medium Gain

Add Schema author fields to articles and key pages, including name, job title, and sameAs social links.

The scan did not reliably detect bylines or author schema.

Based on: Missing Author / Expert Attribution · Medium Gain

2.1

9 dimension scores

Schema Basic Coverage

B · 9/14

Schema Attributes

B · 4/6

Schema Nesting

D · 0/5

Open Graph Protocol

A · 5/5

Content Richness

D · 2/20

Knowledge Graph

D · 2/15

Content Citability

D · 0/20

E-E-A-T Signals

D · 2/10

AI Readability

B · 3/5

2.2

Schema Basic Coverage

9/14 · B

High

Incomplete Organization Schema Attributes

+4pts

Missing attributes: sameAs, description, contactPoint

Recommendation: Complete missing Organization attributes to improve entity integrity

Why this fired

该问题根据本次扫描的站点级数据触发，建议结合对应页面和当前实现逐项复核。

Rule: 优先修复高优先级和高影响分值的问题。

Add to <head> tag

<script type="application/ld+json">
{
  "@context": "https://schema.org",
  "@type": "Organization",
  "name": "安徽金晟达生物电子科技股份有限公司",
  "url": "https://www.golden-scorpion.com/",
  "logo": "https://ueeshop.ly200-cdn.com/u_file/UPBG/UPBG531/2511/14/photo/1.png?x-oss-process=image/quality,q_100",
  "description": "安徽金晟达生物电子科技股份有限公司",
  "sameAs": [
    "https://www.golden-scorpion.com//facebook",
    "https://www.golden-scorpion.com//twitter",
    "https://www.golden-scorpion.com//linkedin"
  ],
  "contactPoint": {
    "@type": "ContactPoint",
    "telephone": "+86-xxx-xxxx-xxxx",
    "contactType": "customer service"
  }
}
</script>

Medium

Insufficient Schema Variety

+4pts

Currently has 2 Schema types. Recommend at least 3-4 Schema combinations to improve AI engine understanding.

Recommendation: Add more Schema types (Organization, Product, Article, FAQPage, etc.)

Why this fired

该问题根据本次扫描的站点级数据触发，建议结合对应页面和当前实现逐项复核。

Rule: 优先修复高优先级和高影响分值的问题。

Implement based on references below

<!-- Please refer to the references below and implement accordingly -->

References:
- Schema.org: https://schema.org/
- Open Graph Protocol: https://ogp.me/

Medium

Missing FAQPage Schema

+3pts

FAQPage Schema helps AI understand Q&A structure, but Q&A format has no automatic advantage. Prioritize it only when FAQ answers are complete and include facts or steps.

Recommendation: Add FAQPage Schema when you already have high-quality FAQ content

Why this fired

本次扫描没有找到可用的 FAQ 页面或 FAQ Schema 标记。

Rule: FAQ 内容存在但没有 FAQPage Schema 时，会被判定为可引用问答结构缺失。

Add to <head> tag, replace questions and answers

<script type="application/ld+json">
{
  "@context": "https://schema.org",
  "@type": "FAQPage",
  "mainEntity": [{
    "@type": "Question",
    "name": "Frequently Asked Question 1",
    "acceptedAnswer": {
      "@type": "Answer",
      "text": "Detailed answer to question 1..."
    }
  }, {
    "@type": "Question",
    "name": "Frequently Asked Question 2",
    "acceptedAnswer": {
      "@type": "Answer",
      "text": "Detailed answer to question 2..."
    }
  }]
}
</script>

Low

Article Schema Missing dateModified Attribute

+5pts

The dateModified attribute is crucial for AI search engines to judge content freshness (2026 focus)

Recommendation: Add dateModified attribute to all Article Schemas

Why this fired

扫描未发现带完整 Article/Blog Schema 的内容页。

Rule: 博客和知识内容页若缺少 Article / BlogPosting Schema，会降低 AI 对页面类型和作者信息的理解。

Add to <head> tag of article pages

<script type="application/ld+json">
{
  "@context": "https://schema.org",
  "@type": "Article",
  "headline": "安徽金晟达生物电子科技股份有限公司",
  "image": "https://www.golden-scorpion.com//cover.jpg",
  "datePublished": "2026-08-20",
  "dateModified": "2026-08-20",
  "author": {
    "@type": "Person",
    "name": "Author Name"
  },
  "publisher": {
    "@type": "Organization",
    "name": "安徽金晟达生物电子科技股份有限公司",
    "logo": {
      "@type": "ImageObject",
      "url": "https://www.golden-scorpion.com//logo.png"
    }
  },
  "description": "安徽金晟达生物电子科技股份有限公司"
}
</script>

Low

Article Schema Missing Organization Link

+3pts

Article / BlogPosting Schema should connect publisher or author to an Organization so AI can attribute content to a publishing entity

Recommendation: Add a publisher (Organization) field in Article Schema, and link author to an Organization or Person

Why this fired

扫描未发现带完整 Article/Blog Schema 的内容页。

Rule: 博客和知识内容页若缺少 Article / BlogPosting Schema，会降低 AI 对页面类型和作者信息的理解。

Add to <head> tag

<script type="application/ld+json">
{
  "@context": "https://schema.org",
  "@type": "Organization",
  "name": "安徽金晟达生物电子科技股份有限公司",
  "url": "https://www.golden-scorpion.com/",
  "logo": "https://ueeshop.ly200-cdn.com/u_file/UPBG/UPBG531/2511/14/photo/1.png?x-oss-process=image/quality,q_100",
  "description": "安徽金晟达生物电子科技股份有限公司",
  "sameAs": [
    "https://www.golden-scorpion.com//facebook",
    "https://www.golden-scorpion.com//twitter",
    "https://www.golden-scorpion.com//linkedin"
  ],
  "contactPoint": {
    "@type": "ContactPoint",
    "telephone": "+86-xxx-xxxx-xxxx",
    "contactType": "customer service"
  }
}
</script>

Add FAQPage Schema

FAQ page, 2026 AI search focus

Add ItemList Schema

Add ItemList structured data to lists, checklists, or rankings

2.3

Schema Attributes

4/6 · B

High

Incomplete Organization Schema Attributes

+4pts

Missing attributes: sameAs, description, contactPoint

Recommendation: Complete missing Organization attributes to improve entity integrity

Why this fired

该问题根据本次扫描的站点级数据触发，建议结合对应页面和当前实现逐项复核。

Rule: 优先修复高优先级和高影响分值的问题。

Add to <head> tag

<script type="application/ld+json">
{
  "@context": "https://schema.org",
  "@type": "Organization",
  "name": "安徽金晟达生物电子科技股份有限公司",
  "url": "https://www.golden-scorpion.com/",
  "logo": "https://ueeshop.ly200-cdn.com/u_file/UPBG/UPBG531/2511/14/photo/1.png?x-oss-process=image/quality,q_100",
  "description": "安徽金晟达生物电子科技股份有限公司",
  "sameAs": [
    "https://www.golden-scorpion.com//facebook",
    "https://www.golden-scorpion.com//twitter",
    "https://www.golden-scorpion.com//linkedin"
  ],
  "contactPoint": {
    "@type": "ContactPoint",
    "telephone": "+86-xxx-xxxx-xxxx",
    "contactType": "customer service"
  }
}
</script>

Medium

Insufficient Schema Variety

+4pts

Currently has 2 Schema types. Recommend at least 3-4 Schema combinations to improve AI engine understanding.

Recommendation: Add more Schema types (Organization, Product, Article, FAQPage, etc.)

Why this fired

该问题根据本次扫描的站点级数据触发，建议结合对应页面和当前实现逐项复核。

Rule: 优先修复高优先级和高影响分值的问题。

Implement based on references below

<!-- Please refer to the references below and implement accordingly -->

References:
- Schema.org: https://schema.org/
- Open Graph Protocol: https://ogp.me/

Medium

Missing FAQPage Schema

+3pts

FAQPage Schema helps AI understand Q&A structure, but Q&A format has no automatic advantage. Prioritize it only when FAQ answers are complete and include facts or steps.

Recommendation: Add FAQPage Schema when you already have high-quality FAQ content

Why this fired

本次扫描没有找到可用的 FAQ 页面或 FAQ Schema 标记。

Rule: FAQ 内容存在但没有 FAQPage Schema 时，会被判定为可引用问答结构缺失。

Add to <head> tag, replace questions and answers

<script type="application/ld+json">
{
  "@context": "https://schema.org",
  "@type": "FAQPage",
  "mainEntity": [{
    "@type": "Question",
    "name": "Frequently Asked Question 1",
    "acceptedAnswer": {
      "@type": "Answer",
      "text": "Detailed answer to question 1..."
    }
  }, {
    "@type": "Question",
    "name": "Frequently Asked Question 2",
    "acceptedAnswer": {
      "@type": "Answer",
      "text": "Detailed answer to question 2..."
    }
  }]
}
</script>

Low

Article Schema Missing dateModified Attribute

+5pts

The dateModified attribute is crucial for AI search engines to judge content freshness (2026 focus)

Recommendation: Add dateModified attribute to all Article Schemas

Why this fired

扫描未发现带完整 Article/Blog Schema 的内容页。

Rule: 博客和知识内容页若缺少 Article / BlogPosting Schema，会降低 AI 对页面类型和作者信息的理解。

Add to <head> tag of article pages

<script type="application/ld+json">
{
  "@context": "https://schema.org",
  "@type": "Article",
  "headline": "安徽金晟达生物电子科技股份有限公司",
  "image": "https://www.golden-scorpion.com//cover.jpg",
  "datePublished": "2026-08-20",
  "dateModified": "2026-08-20",
  "author": {
    "@type": "Person",
    "name": "Author Name"
  },
  "publisher": {
    "@type": "Organization",
    "name": "安徽金晟达生物电子科技股份有限公司",
    "logo": {
      "@type": "ImageObject",
      "url": "https://www.golden-scorpion.com//logo.png"
    }
  },
  "description": "安徽金晟达生物电子科技股份有限公司"
}
</script>

Low

Article Schema Missing Organization Link

+3pts

Article / BlogPosting Schema should connect publisher or author to an Organization so AI can attribute content to a publishing entity

Recommendation: Add a publisher (Organization) field in Article Schema, and link author to an Organization or Person

Why this fired

扫描未发现带完整 Article/Blog Schema 的内容页。

Rule: 博客和知识内容页若缺少 Article / BlogPosting Schema，会降低 AI 对页面类型和作者信息的理解。

Add to <head> tag

<script type="application/ld+json">
{
  "@context": "https://schema.org",
  "@type": "Organization",
  "name": "安徽金晟达生物电子科技股份有限公司",
  "url": "https://www.golden-scorpion.com/",
  "logo": "https://ueeshop.ly200-cdn.com/u_file/UPBG/UPBG531/2511/14/photo/1.png?x-oss-process=image/quality,q_100",
  "description": "安徽金晟达生物电子科技股份有限公司",
  "sameAs": [
    "https://www.golden-scorpion.com//facebook",
    "https://www.golden-scorpion.com//twitter",
    "https://www.golden-scorpion.com//linkedin"
  ],
  "contactPoint": {
    "@type": "ContactPoint",
    "telephone": "+86-xxx-xxxx-xxxx",
    "contactType": "customer service"
  }
}
</script>

Complete Organization sameAs

Add sameAs attribute to improve entity integrity

Complete Organization description

Add description attribute to improve entity integrity

Complete Organization contactPoint

Add contactPoint attribute to improve entity integrity

Add Article dateModified

dateModified is crucial for AI search engines to judge content freshness

Complete Article author

Add author attribute

2.4

Schema Nesting

0/5 · D

High

Incomplete Organization Schema Attributes

+4pts

Missing attributes: sameAs, description, contactPoint

Recommendation: Complete missing Organization attributes to improve entity integrity

Why this fired

该问题根据本次扫描的站点级数据触发，建议结合对应页面和当前实现逐项复核。

Rule: 优先修复高优先级和高影响分值的问题。

Add to <head> tag

<script type="application/ld+json">
{
  "@context": "https://schema.org",
  "@type": "Organization",
  "name": "安徽金晟达生物电子科技股份有限公司",
  "url": "https://www.golden-scorpion.com/",
  "logo": "https://ueeshop.ly200-cdn.com/u_file/UPBG/UPBG531/2511/14/photo/1.png?x-oss-process=image/quality,q_100",
  "description": "安徽金晟达生物电子科技股份有限公司",
  "sameAs": [
    "https://www.golden-scorpion.com//facebook",
    "https://www.golden-scorpion.com//twitter",
    "https://www.golden-scorpion.com//linkedin"
  ],
  "contactPoint": {
    "@type": "ContactPoint",
    "telephone": "+86-xxx-xxxx-xxxx",
    "contactType": "customer service"
  }
}
</script>

Medium

Insufficient Schema Variety

+4pts

Currently has 2 Schema types. Recommend at least 3-4 Schema combinations to improve AI engine understanding.

Recommendation: Add more Schema types (Organization, Product, Article, FAQPage, etc.)

Why this fired

该问题根据本次扫描的站点级数据触发，建议结合对应页面和当前实现逐项复核。

Rule: 优先修复高优先级和高影响分值的问题。

Implement based on references below

<!-- Please refer to the references below and implement accordingly -->

References:
- Schema.org: https://schema.org/
- Open Graph Protocol: https://ogp.me/

Medium

Missing FAQPage Schema

+3pts

FAQPage Schema helps AI understand Q&A structure, but Q&A format has no automatic advantage. Prioritize it only when FAQ answers are complete and include facts or steps.

Recommendation: Add FAQPage Schema when you already have high-quality FAQ content

Why this fired

本次扫描没有找到可用的 FAQ 页面或 FAQ Schema 标记。

Rule: FAQ 内容存在但没有 FAQPage Schema 时，会被判定为可引用问答结构缺失。

Add to <head> tag, replace questions and answers

<script type="application/ld+json">
{
  "@context": "https://schema.org",
  "@type": "FAQPage",
  "mainEntity": [{
    "@type": "Question",
    "name": "Frequently Asked Question 1",
    "acceptedAnswer": {
      "@type": "Answer",
      "text": "Detailed answer to question 1..."
    }
  }, {
    "@type": "Question",
    "name": "Frequently Asked Question 2",
    "acceptedAnswer": {
      "@type": "Answer",
      "text": "Detailed answer to question 2..."
    }
  }]
}
</script>

Low

Article Schema Missing dateModified Attribute

+5pts

The dateModified attribute is crucial for AI search engines to judge content freshness (2026 focus)

Recommendation: Add dateModified attribute to all Article Schemas

Why this fired

扫描未发现带完整 Article/Blog Schema 的内容页。

Rule: 博客和知识内容页若缺少 Article / BlogPosting Schema，会降低 AI 对页面类型和作者信息的理解。

Add to <head> tag of article pages

<script type="application/ld+json">
{
  "@context": "https://schema.org",
  "@type": "Article",
  "headline": "安徽金晟达生物电子科技股份有限公司",
  "image": "https://www.golden-scorpion.com//cover.jpg",
  "datePublished": "2026-08-20",
  "dateModified": "2026-08-20",
  "author": {
    "@type": "Person",
    "name": "Author Name"
  },
  "publisher": {
    "@type": "Organization",
    "name": "安徽金晟达生物电子科技股份有限公司",
    "logo": {
      "@type": "ImageObject",
      "url": "https://www.golden-scorpion.com//logo.png"
    }
  },
  "description": "安徽金晟达生物电子科技股份有限公司"
}
</script>

Low

Article Schema Missing Organization Link

+3pts

Article / BlogPosting Schema should connect publisher or author to an Organization so AI can attribute content to a publishing entity

Recommendation: Add a publisher (Organization) field in Article Schema, and link author to an Organization or Person

Why this fired

扫描未发现带完整 Article/Blog Schema 的内容页。

Rule: 博客和知识内容页若缺少 Article / BlogPosting Schema，会降低 AI 对页面类型和作者信息的理解。

Add to <head> tag

<script type="application/ld+json">
{
  "@context": "https://schema.org",
  "@type": "Organization",
  "name": "安徽金晟达生物电子科技股份有限公司",
  "url": "https://www.golden-scorpion.com/",
  "logo": "https://ueeshop.ly200-cdn.com/u_file/UPBG/UPBG531/2511/14/photo/1.png?x-oss-process=image/quality,q_100",
  "description": "安徽金晟达生物电子科技股份有限公司",
  "sameAs": [
    "https://www.golden-scorpion.com//facebook",
    "https://www.golden-scorpion.com//twitter",
    "https://www.golden-scorpion.com//linkedin"
  ],
  "contactPoint": {
    "@type": "ContactPoint",
    "telephone": "+86-xxx-xxxx-xxxx",
    "contactType": "customer service"
  }
}
</script>

Add Article → Organization Link

Connect Article publisher/author to Organization or Person

Increase Schema Type Variety

Currently 2 types, recommend at least 3-4

2.5

Open Graph Protocol

5/5 · A

Low

Missing Image Dimension Information

+1pts

Adding og:image:width and og:image:height can optimize display

Recommendation: Add og:image:width="1200" and og:image:height="630"

Why this fired

该问题根据本次扫描的站点级数据触发，建议结合对应页面和当前实现逐项复核。

Rule: 优先修复高优先级和高影响分值的问题。

Add to <head> tag

<!-- Open Graph Protocol Meta Tags -->
<meta property="og:title" content="安徽金晟达生物电子科技股份有限公司" />
<meta property="og:type" content="website" />
<meta property="og:url" content="https://www.golden-scorpion.com/" />
<meta property="og:image" content="https://ueeshop.ly200-cdn.com/u_file/UPBG/UPBG531/2511/14/photo/1.png" />
<meta property="og:description" content="安徽金晟达生物电子科技股份有限公司" />
<meta property="og:site_name" content="安徽金晟达生物电子科技股份有限公司" />
<meta property="og:locale" content="zh_CN" />

<!-- Twitter Card -->
<meta name="twitter:card" content="summary_large_image" />
<meta name="twitter:title" content="安徽金晟达生物电子科技股份有限公司" />
<meta name="twitter:description" content="安徽金晟达生物电子科技股份有限公司" />
<meta name="twitter:image" content="https://ueeshop.ly200-cdn.com/u_file/UPBG/UPBG531/2511/14/photo/1.png" />

2.6

Content Richness

2/20 · D

High

Missing About Page

+2pts

About page introduces company history, team, mission, building brand trust

Recommendation: Create an About Us page with company introduction, team info, development history, and contact details

Why this fired

扫描中未检测到 About / 关于页面。

Rule: About 页面属于 E-E-A-T 的基础信号，用于证明网站背后有真实主体。

Medium

Missing FAQ Page

+3pts

No FAQ page was detected. FAQ can be a useful supporting structure, but the priority is whether answers are self-contained and include definitions, data, comparisons, or steps.

Recommendation: Create FAQ pages only when user questions are concentrated; each answer should include facts, boundaries, or steps

Why this fired

该问题根据本次扫描的站点级数据触发，建议结合对应页面和当前实现逐项复核。

Rule: 优先修复高优先级和高影响分值的问题。

Medium

Missing Summary/TL;DR Sections

+3pts

No pages have Summary, TL;DR, or Key Takeaways headings. These sections help AI quickly extract and cite the most important points from your content.

Recommendation: Add Key Takeaways or Summary headings to help AI extract key points

Why this fired

该问题根据本次扫描的站点级数据触发，建议结合对应页面和当前实现逐项复核。

Rule: 优先修复高优先级和高影响分值的问题。

Medium

No Data Tables

+3pts

No pages contain HTML data tables. Tables are highly structured and easy for AI to parse — comparisons, specifications, and pricing presented in tables are far more likely to be cited.

Recommendation: Present comparisons and specifications in HTML tables for better AI parsing

Why this fired

该问题根据本次扫描的站点级数据触发，建议结合对应页面和当前实现逐项复核。

Rule: 优先修复高优先级和高影响分值的问题。

Create About Page

Company introduction, team, contact details

Create FAQ Pages

Create FAQ answers for core questions and add definitions, data, comparisons, steps, or boundaries

Add dateModified

Add last-modified dates to content pages so AI can judge freshness

Update Content and Add dateModified

Content updated within last 3 months

2.7

Knowledge Graph

2/15 · D

High

Organization Schema Missing sameAs Social Media Links

+3pts

Currently has no sameAs links, recommend adding at least 3 (e.g., LinkedIn, Twitter, Facebook)

Recommendation: Add more social media sameAs links in Organization Schema

Why this fired

该问题根据本次扫描的站点级数据触发，建议结合对应页面和当前实现逐项复核。

Rule: 优先修复高优先级和高影响分值的问题。

Implement based on references below

<!-- Please refer to the references below and implement accordingly -->

References:
- Schema.org: https://schema.org/
- Open Graph Protocol: https://ogp.me/

Medium

Organization Schema Missing knowsAbout

+3pts

knowsAbout declares the organization's areas of expertise, helping AI engines prioritize your content for topic-specific queries

Recommendation: Add knowsAbout to Organization Schema listing 3-5 core areas of expertise

Why this fired

该问题根据本次扫描的站点级数据触发，建议结合对应页面和当前实现逐项复核。

Rule: 优先修复高优先级和高影响分值的问题。

Implement based on references below

<!-- Please refer to the references below and implement accordingly -->

References:
- Schema.org: https://schema.org/
- Open Graph Protocol: https://ogp.me/

Medium

Missing External Authority References

+2pts

Linking to Wikipedia and official documentation strengthens the entity relationship network and improves AI trust scores

Recommendation: Add authoritative external links (Wikipedia, official standards documentation, etc.) on relevant pages

Why this fired

扫描中没有稳定检测到作者署名或 author schema。

Rule: 缺少作者身份和专业背景时，AI 更难评估内容可信度。

Low

Organization Schema Missing foundingDate

+2pts

foundingDate provides organizational history, enhancing entity authenticity and credibility

Recommendation: Add foundingDate field to Organization Schema

Why this fired

该问题根据本次扫描的站点级数据触发，建议结合对应页面和当前实现逐项复核。

Rule: 优先修复高优先级和高影响分值的问题。

Implement based on references below

<!-- Please refer to the references below and implement accordingly -->

References:
- Schema.org: https://schema.org/
- Open Graph Protocol: https://ogp.me/

Low

Missing Geographic Location/Service Area

+1pts

areaServed/location information helps AI engines cite your content in localized queries

Recommendation: Add address or areaServed fields to Organization Schema

Why this fired

该问题根据本次扫描的站点级数据触发，建议结合对应页面和当前实现逐项复核。

Rule: 优先修复高优先级和高影响分值的问题。

Implement based on references below

<!-- Please refer to the references below and implement accordingly -->

References:
- Schema.org: https://schema.org/
- Open Graph Protocol: https://ogp.me/

Add sameAs Social Media Links

Currently 0, target at least 3

Add knowsAbout Expertise Areas

Declare 3-5 core areas of expertise

Add External Authority References

Link to Wikipedia and authoritative sources

Add foundingDate

Organization history for entity credibility

Add Geographic Location

address/areaServed in Organization Schema

2.8

Content Citability

0/20 · D

High

1 Pages Missing H1 Heading

+6pts

1 pages have no `<h1>` tag. H1 is the core anchor AI uses to confirm what a page is about — without it, AI falls back to the title or first paragraph to guess the topic, significantly reducing accuracy.

Recommendation: Add a unique H1 to every page. It should align with the title but can be more descriptive.

Why this fired

发现 1 个页面缺少或重复 H1。

Rule: 每个页面都应只有一个清晰的 H1，帮助 AI 确认页面主主题。

Use only one H1 per page

<h1>Your Main Page Heading — Clear, Descriptive, Keyword-Rich</h1>

High

1 Pages Missing Meta Description

+5pts

1 pages lack a meta description. It's a key input for AI when generating page summaries — without it, AI stitches together random body text, often producing poor-quality snippets.

Recommendation: Add a 50-155 character meta description to every page, clearly stating the page value and a call to action.

Why this fired

发现 2 个页面存在 Meta Description 问题。

Rule: Meta Description 缺失或过长时，AI 摘要通常会退化为随机正文拼接。

Add inside <head>

<meta name="description" content="Clear description of this page in 50-155 chars. Include a call to action." />

High

Missing About Page

+2pts

About page introduces company history, team, mission, building brand trust

Recommendation: Create an About Us page with company introduction, team info, development history, and contact details

Why this fired

扫描中未检测到 About / 关于页面。

Rule: About 页面属于 E-E-A-T 的基础信号，用于证明网站背后有真实主体。

Medium

Missing FAQ Page

+3pts

No FAQ page was detected. FAQ can be a useful supporting structure, but the priority is whether answers are self-contained and include definitions, data, comparisons, or steps.

Recommendation: Create FAQ pages only when user questions are concentrated; each answer should include facts, boundaries, or steps

Why this fired

该问题根据本次扫描的站点级数据触发，建议结合对应页面和当前实现逐项复核。

Rule: 优先修复高优先级和高影响分值的问题。

Medium

Missing Summary/TL;DR Sections

+3pts

No pages have Summary, TL;DR, or Key Takeaways headings. These sections help AI quickly extract and cite the most important points from your content.

Recommendation: Add Key Takeaways or Summary headings to help AI extract key points

Why this fired

该问题根据本次扫描的站点级数据触发，建议结合对应页面和当前实现逐项复核。

Rule: 优先修复高优先级和高影响分值的问题。

Medium

No Data Tables

+3pts

No pages contain HTML data tables. Tables are highly structured and easy for AI to parse — comparisons, specifications, and pricing presented in tables are far more likely to be cited.

Recommendation: Present comparisons and specifications in HTML tables for better AI parsing

Why this fired

该问题根据本次扫描的站点级数据触发，建议结合对应页面和当前实现逐项复核。

Rule: 优先修复高优先级和高影响分值的问题。

Rewrite key content blocks as self-contained answer assets

Split core content into independently citable paragraphs, lists, tables, or FAQ answers that do not depend on surrounding context.

Add direct opening answers to priority pages

No pages currently meet the Direct Answer standard in the opening passage. Rewrite priority page openings to 40-150 words with a definition, core conclusion, or concrete data.

Add definition, comparison, and step evidence blocks

AI more readily absorbs structured evidence blocks such as definitions, data, comparisons, and steps. Prioritize missing types.

Add concrete data to key claims

Add years, percentages, prices, volumes, or case numbers to key claims to improve citability.

Add structured answer assets

Add summaries, key takeaways, answer lists, data tables, or FAQ answers so AI systems can extract key points more easily.

Align Title, H1, and opening intent

Make the page title, H1, and opening passage focus on the same query or topic, reducing ambiguity for AI systems.

Content blocks

Evidence blocks

Structured answer assets

2.9

E-E-A-T Signals

2/10 · D

High

Missing Author / Expert Attribution

+5pts

Page content lacks author attribution (Schema author field or HTML byline). AI systems evaluate author authority when assessing content credibility — unattributed content is less likely to be cited.

Recommendation: Add Schema author fields to articles and key pages, including name, job title, and sameAs social links.

Why this fired

扫描中没有稳定检测到作者署名或 author schema。

Rule: 缺少作者身份和专业背景时，AI 更难评估内容可信度。

Add to article page JSON-LD in <head>

{
  "@context": "https://schema.org",
  "@type": "Article",
  "author": {
    "@type": "Person",
    "name": "Author Name",
    "jobTitle": "Expert Title",
    "sameAs": [
      "https://linkedin.com/in/authorname",
      "https://twitter.com/authorname"
    ]
  }
}

High

Missing About Page

+4pts

No About page detected (/about or /our-story). The About page is a core E-E-A-T signal — AI uses it to determine if there are real people and expertise behind the site.

Recommendation: Create a detailed About page with team bios, company mission, and founding story. Add Person Schema for team members.

Why this fired

扫描中未检测到 About / 关于页面。

Rule: About 页面属于 E-E-A-T 的基础信号，用于证明网站背后有真实主体。

Medium

Missing Trust Pages: 隐私政策 (Privacy Policy)

+3pts

Trust page requirements are adjusted by site type. Missing required trust pages for this site type can reduce AI confidence.

Recommendation: Add the trust pages required for this site type: 隐私政策 (Privacy Policy), and ensure they are linked in the site footer.

Why this fired

该问题根据本次扫描的站点级数据触发，建议结合对应页面和当前实现逐项复核。

Rule: 优先修复高优先级和高影响分值的问题。

Add Schema author field to articles

AI evaluates content authority via Schema author

Add author byline to pages

Visible author byline enhances content credibility

Create a detailed About page

About page is a core E-E-A-T signal

Add Privacy Policy page

Display professional credentials of authors/team

Show expertise, years of experience, certifications, research, or industry credentials on About, author, or article pages so AI can identify authority signals.

2.10

AI Readability

3/5 · B

High

1 Pages Missing H1 Heading

+6pts

Recommendation: Add a unique H1 to every page. It should align with the title but can be more descriptive.

Why this fired

发现 1 个页面缺少或重复 H1。

Rule: 每个页面都应只有一个清晰的 H1，帮助 AI 确认页面主主题。

Use only one H1 per page

<h1>Your Main Page Heading — Clear, Descriptive, Keyword-Rich</h1>

High

1 Pages Missing Meta Description

+5pts

1 pages lack a meta description. It's a key input for AI when generating page summaries — without it, AI stitches together random body text, often producing poor-quality snippets.

Recommendation: Add a 50-155 character meta description to every page, clearly stating the page value and a call to action.

Why this fired

发现 2 个页面存在 Meta Description 问题。

Rule: Meta Description 缺失或过长时，AI 摘要通常会退化为随机正文拼接。

Add inside <head>

<meta name="description" content="Clear description of this page in 50-155 chars. Include a call to action." />

Medium

Missing llms.txt File

+3pts

llms.txt is an emerging standard (similar to robots.txt but for AI) that helps ChatGPT, Claude, Perplexity, and other AI systems quickly understand your site structure, key pages, and usage terms. Most sites don't have this yet — adding it now gives you a first-mover advantage.

Recommendation: Create /llms.txt at your site root describing your site's purpose, key pages, and AI usage policy.

Why this fired

本次扫描未在根目录发现 llms.txt 文件。

Rule: 根目录缺少 llms.txt 时，会被记录为 AI crawler 指引信息缺失。

Save as /llms.txt in your site root (same level as robots.txt), replace example content with your actual info

# llms.txt - AI site map
# See https://llmstxt.org for specification

# Site overview
> Your Site Name: Brief description of what your site does.

# Key pages
- [Home](https://yoursite.com/): Main landing page
- [About](https://yoursite.com/about): Company information
- [Blog](https://yoursite.com/blog): Articles and guides
- [FAQ](https://yoursite.com/faq): Frequently asked questions

# Usage policy
AI systems may use this content for informational purposes.

Add missing Meta Descriptions

Add 50-155 character Meta Description to every page

Fix H1 heading issues

Ensure every page has exactly one H1

Third-party checks

Site-type-aware interpretations of public Ora and Cloudflare scans. They are shown for comparison only and are not part of this GEO score. Open the original report in a new tab for full technical checks.

Is Agentic

Syncing

Vercel / Ora

Public scan · is-agentic.com

Vercel — the company behind Next.js — partnered with Ora, an agent-readiness ranker, to publish this public scan. Ora runs the technical checks; Is Agentic reports the essentials score: whether agents can find, read, and use the public site.

Is Agentic methodology

Syncing

Agent Ready

Syncing

Cloudflare

Public scan · isitagentready.com

Cloudflare is a major internet infrastructure company and publishes agent-standard adoption on Cloudflare Radar. Agent Ready is its public checker for emerging agent protocols — robots, Markdown, MCP, OAuth, and commerce.

Cloudflare blog post

Syncing

What this audit is based on

This product’s evaluation method is based on, but not limited to, the academic benchmarks and official sources below, and is further customized and refined from them.

Academic benchmarks

Princeton, IIT Delhi, Georgia Tech, Allen AI
GEO: Generative Engine Optimization · KDD 2024
The paper that named GEO and defined visibility measurement. Our “can this be used as an answer” checks follow that line of work.
Stanford CRFM
Evaluating Verifiability in Generative Search Engines · EMNLP 2023
Defines citation recall and precision: being mentioned is not the same as being used correctly. The scoring looks for checkable facts and sources, not citation counts.
- Paper · arXiv:2304.09848
- EMNLP 2023 · ACL

Platform official

Google Search Central
AI features and your website
Official position: eligibility for AI Overviews / AI Mode still depends on being indexable, snippet-eligible, and meeting Search’s technical requirements.
- Official docs
- Optimization guide
Microsoft Bing
Webmaster Guidelines · AI Performance
The first major search engine to write GEO into its webmaster guidelines, focusing on grounding eligibility: independently verifiable facts, consistent entity names, and key information near the top.
- Webmaster guidelines
- Official post
OpenAI
Overview of OpenAI Crawlers
OAI-SearchBot determines whether content can appear in ChatGPT Search answers. The scoring checks whether common AI crawlers are blocked.
- Crawler docs

China standard

CAICT (China Academy of Information and Communications Technology)
GEO service trust requirements · AIIA/T 0277-2026
China’s public GEO service-trust standard. The baseline is factual accuracy, traceable sources, and machine-readable structure.

Weights and score adjustments are on the methodology page. This section only explains where the rules come from. Read the methodology →

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