Schema Basic Coverage
D · 0/14
Geo Scoring
https://darkoo.cc/zh/
Overall GEO Score
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.
1
Detected missing or duplicated H1 headings on 5 pages.
Based on: 50 Pages Missing H1 Heading · Medium Gain
The scan found 395 content blocks, 7.3% of which are AI-citable; direct-answer coverage is 4.0%. Evidence blocks: definitions 2, data 33, comparisons 2, steps 0. Common passage issues: too_short: 353 / no_data: 333 / not_complete: 221.
Based on: Low Content Citability (7.3% of Content Blocks AI-Citable) · Medium Gain
Detected Meta Description issues on 5 pages.
Based on: 8 Pages Missing Meta Description · Medium Gain
2.1
D · 0/14
D · 0/6
D · 0/5
B · 3/5
D · 5/20
C · 6/15
D · 4/20
C · 4/10
B · 3/5
2.2
Currently has no Schema markup. Recommend at least 3-4 Schema combinations to improve AI engine understanding.
Recommendation: Add more Schema types (Organization, Product, Article, FAQPage, etc.)
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。
<!-- Please refer to the references below and implement accordingly -->
References:
- Schema.org: https://schema.org/
- Open Graph Protocol: https://ogp.me/
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
检测到 1 个 FAQ 页面,但 FAQ Schema 覆盖率只有 0.0%.
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。
<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>
If your website sells physical or virtual products, consider adding Product Schema
Recommendation: Add Product Schema for product pages, including name, image, description, offers, price, etc.
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。
<script type="application/ld+json">
{
"@context": "https://schema.org",
"@type": "Product",
"name": "达尔科光学有限公司",
"description": "",
"url": "https://darkoo.cc/zh/",
"image": "https://cdn.syyzny.com/static/images/202501082331581.webp",
"brand": {
"@type": "Brand",
"name": "Your Brand Name"
},
"offers": {
"@type": "Offer",
"price": "99.00",
"priceCurrency": "USD",
"availability": "https://schema.org/InStock",
"url": "https://darkoo.cc/zh/"
},
"aggregateRating": {
"@type": "AggregateRating",
"ratingValue": "4.5",
"reviewCount": "100"
}
}
</script>
Article Schema helps search engines better understand your article content and improve search visibility.
Recommendation: Add Article Schema for blog posts
检测到 2 篇文章,Article/Blog Schema 覆盖率为 0.0%.
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。
<script type="application/ld+json">
{
"@context": "https://schema.org",
"@type": "Article",
"headline": "达尔科光学有限公司",
"image": "https://darkoo.cc/zh//cover.jpg",
"datePublished": "2026-08-20",
"dateModified": "2026-08-20",
"author": {
"@type": "Person",
"name": "Author Name"
},
"publisher": {
"@type": "Organization",
"name": "达尔科光学有限公司",
"logo": {
"@type": "ImageObject",
"url": "https://darkoo.cc/zh//logo.png"
}
},
"description": ""
}
</script>
If your website sells physical or virtual products, consider adding Product Schema
Recommendation: Add manufacturer or brand field in Product Schema, linking to Organization
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。
<script type="application/ld+json">
{
"@context": "https://schema.org",
"@type": "Organization",
"name": "达尔科光学有限公司",
"url": "https://darkoo.cc/zh/",
"logo": "https://cdn.syyzny.com/static/images/202501082331581.webp",
"description": "",
"sameAs": [
"https://darkoo.cc/zh//facebook",
"https://darkoo.cc/zh//twitter",
"https://darkoo.cc/zh//linkedin"
],
"contactPoint": {
"@type": "ContactPoint",
"telephone": "+86-xxx-xxxx-xxxx",
"contactType": "customer service"
}
}
</script>
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
检测到 2 篇文章,Article/Blog Schema 覆盖率为 0.0%.
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。
<script type="application/ld+json">
{
"@context": "https://schema.org",
"@type": "Organization",
"name": "达尔科光学有限公司",
"url": "https://darkoo.cc/zh/",
"logo": "https://cdn.syyzny.com/static/images/202501082331581.webp",
"description": "",
"sameAs": [
"https://darkoo.cc/zh//facebook",
"https://darkoo.cc/zh//twitter",
"https://darkoo.cc/zh//linkedin"
],
"contactPoint": {
"@type": "ContactPoint",
"telephone": "+86-xxx-xxxx-xxxx",
"contactType": "customer service"
}
}
</script>
2.3
Currently has no Schema markup. Recommend at least 3-4 Schema combinations to improve AI engine understanding.
Recommendation: Add more Schema types (Organization, Product, Article, FAQPage, etc.)
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。
<!-- Please refer to the references below and implement accordingly -->
References:
- Schema.org: https://schema.org/
- Open Graph Protocol: https://ogp.me/
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
检测到 1 个 FAQ 页面,但 FAQ Schema 覆盖率只有 0.0%.
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。
<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>
If your website sells physical or virtual products, consider adding Product Schema
Recommendation: Add Product Schema for product pages, including name, image, description, offers, price, etc.
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。
<script type="application/ld+json">
{
"@context": "https://schema.org",
"@type": "Product",
"name": "达尔科光学有限公司",
"description": "",
"url": "https://darkoo.cc/zh/",
"image": "https://cdn.syyzny.com/static/images/202501082331581.webp",
"brand": {
"@type": "Brand",
"name": "Your Brand Name"
},
"offers": {
"@type": "Offer",
"price": "99.00",
"priceCurrency": "USD",
"availability": "https://schema.org/InStock",
"url": "https://darkoo.cc/zh/"
},
"aggregateRating": {
"@type": "AggregateRating",
"ratingValue": "4.5",
"reviewCount": "100"
}
}
</script>
Article Schema helps search engines better understand your article content and improve search visibility.
Recommendation: Add Article Schema for blog posts
检测到 2 篇文章,Article/Blog Schema 覆盖率为 0.0%.
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。
<script type="application/ld+json">
{
"@context": "https://schema.org",
"@type": "Article",
"headline": "达尔科光学有限公司",
"image": "https://darkoo.cc/zh//cover.jpg",
"datePublished": "2026-08-20",
"dateModified": "2026-08-20",
"author": {
"@type": "Person",
"name": "Author Name"
},
"publisher": {
"@type": "Organization",
"name": "达尔科光学有限公司",
"logo": {
"@type": "ImageObject",
"url": "https://darkoo.cc/zh//logo.png"
}
},
"description": ""
}
</script>
If your website sells physical or virtual products, consider adding Product Schema
Recommendation: Add manufacturer or brand field in Product Schema, linking to Organization
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。
<script type="application/ld+json">
{
"@context": "https://schema.org",
"@type": "Organization",
"name": "达尔科光学有限公司",
"url": "https://darkoo.cc/zh/",
"logo": "https://cdn.syyzny.com/static/images/202501082331581.webp",
"description": "",
"sameAs": [
"https://darkoo.cc/zh//facebook",
"https://darkoo.cc/zh//twitter",
"https://darkoo.cc/zh//linkedin"
],
"contactPoint": {
"@type": "ContactPoint",
"telephone": "+86-xxx-xxxx-xxxx",
"contactType": "customer service"
}
}
</script>
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
检测到 2 篇文章,Article/Blog Schema 覆盖率为 0.0%.
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。
<script type="application/ld+json">
{
"@context": "https://schema.org",
"@type": "Organization",
"name": "达尔科光学有限公司",
"url": "https://darkoo.cc/zh/",
"logo": "https://cdn.syyzny.com/static/images/202501082331581.webp",
"description": "",
"sameAs": [
"https://darkoo.cc/zh//facebook",
"https://darkoo.cc/zh//twitter",
"https://darkoo.cc/zh//linkedin"
],
"contactPoint": {
"@type": "ContactPoint",
"telephone": "+86-xxx-xxxx-xxxx",
"contactType": "customer service"
}
}
</script>
2.4
Currently has no Schema markup. Recommend at least 3-4 Schema combinations to improve AI engine understanding.
Recommendation: Add more Schema types (Organization, Product, Article, FAQPage, etc.)
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。
<!-- Please refer to the references below and implement accordingly -->
References:
- Schema.org: https://schema.org/
- Open Graph Protocol: https://ogp.me/
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
检测到 1 个 FAQ 页面,但 FAQ Schema 覆盖率只有 0.0%.
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。
<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>
If your website sells physical or virtual products, consider adding Product Schema
Recommendation: Add Product Schema for product pages, including name, image, description, offers, price, etc.
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。
<script type="application/ld+json">
{
"@context": "https://schema.org",
"@type": "Product",
"name": "达尔科光学有限公司",
"description": "",
"url": "https://darkoo.cc/zh/",
"image": "https://cdn.syyzny.com/static/images/202501082331581.webp",
"brand": {
"@type": "Brand",
"name": "Your Brand Name"
},
"offers": {
"@type": "Offer",
"price": "99.00",
"priceCurrency": "USD",
"availability": "https://schema.org/InStock",
"url": "https://darkoo.cc/zh/"
},
"aggregateRating": {
"@type": "AggregateRating",
"ratingValue": "4.5",
"reviewCount": "100"
}
}
</script>
Article Schema helps search engines better understand your article content and improve search visibility.
Recommendation: Add Article Schema for blog posts
检测到 2 篇文章,Article/Blog Schema 覆盖率为 0.0%.
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。
<script type="application/ld+json">
{
"@context": "https://schema.org",
"@type": "Article",
"headline": "达尔科光学有限公司",
"image": "https://darkoo.cc/zh//cover.jpg",
"datePublished": "2026-08-20",
"dateModified": "2026-08-20",
"author": {
"@type": "Person",
"name": "Author Name"
},
"publisher": {
"@type": "Organization",
"name": "达尔科光学有限公司",
"logo": {
"@type": "ImageObject",
"url": "https://darkoo.cc/zh//logo.png"
}
},
"description": ""
}
</script>
If your website sells physical or virtual products, consider adding Product Schema
Recommendation: Add manufacturer or brand field in Product Schema, linking to Organization
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。
<script type="application/ld+json">
{
"@context": "https://schema.org",
"@type": "Organization",
"name": "达尔科光学有限公司",
"url": "https://darkoo.cc/zh/",
"logo": "https://cdn.syyzny.com/static/images/202501082331581.webp",
"description": "",
"sameAs": [
"https://darkoo.cc/zh//facebook",
"https://darkoo.cc/zh//twitter",
"https://darkoo.cc/zh//linkedin"
],
"contactPoint": {
"@type": "ContactPoint",
"telephone": "+86-xxx-xxxx-xxxx",
"contactType": "customer service"
}
}
</script>
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
检测到 2 篇文章,Article/Blog Schema 覆盖率为 0.0%.
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。
<script type="application/ld+json">
{
"@context": "https://schema.org",
"@type": "Organization",
"name": "达尔科光学有限公司",
"url": "https://darkoo.cc/zh/",
"logo": "https://cdn.syyzny.com/static/images/202501082331581.webp",
"description": "",
"sameAs": [
"https://darkoo.cc/zh//facebook",
"https://darkoo.cc/zh//twitter",
"https://darkoo.cc/zh//linkedin"
],
"contactPoint": {
"@type": "ContactPoint",
"telephone": "+86-xxx-xxxx-xxxx",
"contactType": "customer service"
}
}
</script>
2.5
Twitter Card optimizes display when shared on Twitter
Recommendation: Add twitter:card, twitter:title, twitter:description, twitter:image
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。
<!-- Twitter Card -->
<meta name="twitter:card" content="summary_large_image" />
<meta name="twitter:title" content="达尔科光学有限公司" />
<meta name="twitter:description" content="" />
<meta name="twitter:image" content="https://cdn.syyzny.com/static/images/202501082331581.webp" />
Adding og:image:width and og:image:height can optimize display
Recommendation: Add og:image:width="1200" and og:image:height="630"
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。
<!-- Open Graph Protocol Meta Tags -->
<meta property="og:title" content="达尔科光学有限公司" />
<meta property="og:type" content="website" />
<meta property="og:url" content="https://darkoo.cc/zh/" />
<meta property="og:image" content="https://cdn.syyzny.com/static/images/202501082331581.webp" />
<meta property="og:description" content="" />
<meta property="og:site_name" content="Darkoo Optics Co., Ltd" />
<meta property="og:locale" content="zh_CN" />
<!-- Twitter Card -->
<meta name="twitter:card" content="summary_large_image" />
<meta name="twitter:title" content="达尔科光学有限公司" />
<meta name="twitter:description" content="" />
<meta name="twitter:image" content="https://cdn.syyzny.com/static/images/202501082331581.webp" />
2.6
Of 395 content blocks analyzed, only 7.3% meet AI citability standards. AI more readily absorbs self-contained paragraphs, lists, tables, and FAQ answers with concrete facts or data.
Recommendation: Rewrite key content as self-contained answer assets: paragraphs, lists, tables, or FAQ answers should be understandable without surrounding context.
本次扫描识别 395 个内容块,7.3% 适合被 AI 引用;首段直接回答覆盖率为 4.0%。证据块统计:定义 2、数据 33、对比 2、步骤 0。常见段落问题:too_short: 353 / no_data: 333 / not_complete: 221。
Rule: 内容可引用性按内容块引用率、证据块类型覆盖、首段直接回答、结构化答案资产和查询意图对齐综合判断。
AI more readily absorbs structured evidence blocks such as definitions, data, comparisons, and steps. Some evidence block types are missing.
Recommendation: Add first-paragraph definitions, key data points, A/B comparisons, and 3-7 step process sections to priority pages.
本次扫描识别 395 个内容块,7.3% 适合被 AI 引用;首段直接回答覆盖率为 4.0%。证据块统计:定义 2、数据 33、对比 2、步骤 0。常见段落问题:too_short: 353 / no_data: 333 / not_complete: 221。
Rule: 内容可引用性按内容块引用率、证据块类型覆盖、首段直接回答、结构化答案资产和查询意图对齐综合判断。
FAQ content was detected, but question coverage or answer absorbability is weak. FAQ should answer real user questions and include facts, definitions, comparisons, steps, or boundaries.
Recommendation: Rewrite existing FAQ answers first: answer directly in the first sentence, then add key facts, constraints, comparisons, or steps
检测到 1 个 FAQ 页面,平均每页 2.0 个问题,但 FAQ answer 可吸收素材覆盖率为 100.0%.
Rule: FAQ 页面已有问题和 Schema 时,继续按答案是否包含定义、数据、对比或步骤等可吸收素材判断质量。
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
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。
HowTo pages trigger 73% of 'How do I...' AI search results — a Tier 1 content type in 2026
Recommendation: Create product guides or HowTo pages and add HowTo Schema markup
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。
<!-- Please refer to the references below and implement accordingly -->
References:
- Schema.org: https://schema.org/
- Open Graph Protocol: https://ogp.me/
2 content pages were detected. Improve core content quality first; do not chase a 20-article target for its own sake
Recommendation: Add 1-2 answer-ready pages for core topics, with definitions, data, comparisons, or steps
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。
Only 4.0% of pages open with an answer-ready passage. Some pages have the right pattern, but coverage is too low for a strong Direct Answer score.
Recommendation: Rewrite the opening passage on priority pages: use 40-150 words with a definition, core conclusion, or data-backed answer
本次扫描识别 395 个内容块,7.3% 适合被 AI 引用;首段直接回答覆盖率为 4.0%。证据块统计:定义 2、数据 33、对比 2、步骤 0。常见段落问题:too_short: 353 / no_data: 333 / not_complete: 221。
Rule: 内容可引用性按内容块引用率、证据块类型覆盖、首段直接回答、结构化答案资产和查询意图对齐综合判断。
2.7
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
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。
<!-- Please refer to the references below and implement accordingly -->
References:
- Schema.org: https://schema.org/
- Open Graph Protocol: https://ogp.me/
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
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。
<!-- Please refer to the references below and implement accordingly -->
References:
- Schema.org: https://schema.org/
- Open Graph Protocol: https://ogp.me/
foundingDate provides organizational history, enhancing entity authenticity and credibility
Recommendation: Add foundingDate field to Organization Schema
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。
<!-- Please refer to the references below and implement accordingly -->
References:
- Schema.org: https://schema.org/
- Open Graph Protocol: https://ogp.me/
areaServed/location information helps AI engines cite your content in localized queries
Recommendation: Add address or areaServed fields to Organization Schema
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。
<!-- Please refer to the references below and implement accordingly -->
References:
- Schema.org: https://schema.org/
- Open Graph Protocol: https://ogp.me/
2.8
50 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.
发现 5 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。
<h1>Your Main Page Heading — Clear, Descriptive, Keyword-Rich</h1>Of 395 content blocks analyzed, only 7.3% meet AI citability standards. AI more readily absorbs self-contained paragraphs, lists, tables, and FAQ answers with concrete facts or data.
Recommendation: Rewrite key content as self-contained answer assets: paragraphs, lists, tables, or FAQ answers should be understandable without surrounding context.
本次扫描识别 395 个内容块,7.3% 适合被 AI 引用;首段直接回答覆盖率为 4.0%。证据块统计:定义 2、数据 33、对比 2、步骤 0。常见段落问题:too_short: 353 / no_data: 333 / not_complete: 221。
Rule: 内容可引用性按内容块引用率、证据块类型覆盖、首段直接回答、结构化答案资产和查询意图对齐综合判断。
8 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.
发现 5 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。
<meta name="description" content="Clear description of this page in 50-155 chars. Include a call to action." />5 pages (10%) have titles over 60 characters, which get truncated by AI and search engines. AI only reads the first ~60 characters when determining a page's topic.
Recommendation: Shorten titles to under 60 characters, putting the most important keyword first.
发现 5 个页面存在 Title 标签问题。
Rule: 缺失或过长的 Title 会削弱 AI 对页面主题的首屏判断。
AI more readily absorbs structured evidence blocks such as definitions, data, comparisons, and steps. Some evidence block types are missing.
Recommendation: Add first-paragraph definitions, key data points, A/B comparisons, and 3-7 step process sections to priority pages.
本次扫描识别 395 个内容块,7.3% 适合被 AI 引用;首段直接回答覆盖率为 4.0%。证据块统计:定义 2、数据 33、对比 2、步骤 0。常见段落问题:too_short: 353 / no_data: 333 / not_complete: 221。
Rule: 内容可引用性按内容块引用率、证据块类型覆盖、首段直接回答、结构化答案资产和查询意图对齐综合判断。
FAQ content was detected, but question coverage or answer absorbability is weak. FAQ should answer real user questions and include facts, definitions, comparisons, steps, or boundaries.
Recommendation: Rewrite existing FAQ answers first: answer directly in the first sentence, then add key facts, constraints, comparisons, or steps
检测到 1 个 FAQ 页面,平均每页 2.0 个问题,但 FAQ answer 可吸收素材覆盖率为 100.0%.
Rule: FAQ 页面已有问题和 Schema 时,继续按答案是否包含定义、数据、对比或步骤等可吸收素材判断质量。
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
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。
1 pages have meta descriptions over 155 characters. The excess gets truncated in AI summaries and search results, cutting off key information.
Recommendation: Trim meta descriptions to under 155 characters, prioritizing the most important information first.
发现 5 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。
HowTo pages trigger 73% of 'How do I...' AI search results — a Tier 1 content type in 2026
Recommendation: Create product guides or HowTo pages and add HowTo Schema markup
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。
<!-- Please refer to the references below and implement accordingly -->
References:
- Schema.org: https://schema.org/
- Open Graph Protocol: https://ogp.me/
2 content pages were detected. Improve core content quality first; do not chase a 20-article target for its own sake
Recommendation: Add 1-2 answer-ready pages for core topics, with definitions, data, comparisons, or steps
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。
Only 4.0% of pages open with an answer-ready passage. Some pages have the right pattern, but coverage is too low for a strong Direct Answer score.
Recommendation: Rewrite the opening passage on priority pages: use 40-150 words with a definition, core conclusion, or data-backed answer
本次扫描识别 395 个内容块,7.3% 适合被 AI 引用;首段直接回答覆盖率为 4.0%。证据块统计:定义 2、数据 33、对比 2、步骤 0。常见段落问题:too_short: 353 / no_data: 333 / not_complete: 221。
Rule: 内容可引用性按内容块引用率、证据块类型覆盖、首段直接回答、结构化答案资产和查询意图对齐综合判断。
2.9
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.
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。
{
"@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"
]
}
}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), 服务条款 (Terms), and ensure they are linked in the site footer.
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。
2.10
50 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.
发现 5 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。
<h1>Your Main Page Heading — Clear, Descriptive, Keyword-Rich</h1>8 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.
发现 5 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。
<meta name="description" content="Clear description of this page in 50-155 chars. Include a call to action." />50 of 50 pages (100%) are missing `<link rel="canonical">`. Canonical tags tell AI crawlers and search engines which URL is authoritative, preventing duplicate content issues.
Recommendation: Add a self-referencing canonical tag to every page.
扫描了 50 个页面,其中 50 个缺少 canonical 标签。
Rule: 当页面缺少自引用 canonical 时,可能导致 AI 和搜索引擎无法判断权威 URL。
<link rel="canonical" href="https://yoursite.com/current-page-url/" />5 pages (10%) have titles over 60 characters, which get truncated by AI and search engines. AI only reads the first ~60 characters when determining a page's topic.
Recommendation: Shorten titles to under 60 characters, putting the most important keyword first.
发现 5 个页面存在 Title 标签问题。
Rule: 缺失或过长的 Title 会削弱 AI 对页面主题的首屏判断。
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.
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。
# 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.1 pages have meta descriptions over 155 characters. The excess gets truncated in AI summaries and search results, cutting off key information.
Recommendation: Trim meta descriptions to under 155 characters, prioritizing the most important information first.
发现 5 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。
3
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.
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 methodologyCloudflare
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 post4
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.
The paper that named GEO and defined visibility measurement. Our “can this be used as an answer” checks follow that line of work.
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.
Official position: eligibility for AI Overviews / AI Mode still depends on being indexable, snippet-eligible, and meeting Search’s technical requirements.
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.
OAI-SearchBot determines whether content can appear in ChatGPT Search answers. The scoring checks whether common AI crawlers are blocked.
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 →