seo-aeo-audit by warpdotdev/oz-skills
npx skills add https://github.com/warpdotdev/oz-skills --skill seo-aeo-audit基于 Lighthouse SEO 审计和 Google 搜索指南的搜索引擎优化。专注于技术性 SEO、页面优化和结构化数据。
robots.txt:
# /robots.txt
User-agent: *
Allow: /
# Block admin/private areas
Disallow: /admin/
Disallow: /api/
Disallow: /private/
# Don't block resources needed for rendering
# ❌ Disallow: /static/
Sitemap: https://example.com/sitemap.xml
Meta robots:
<!-- Default: indexable, followable -->
<meta name="robots" content="index, follow">
<!-- Noindex specific pages -->
<meta name="robots" content="noindex, nofollow">
<!-- Indexable but don't follow links -->
<meta name="robots" content="index, nofollow">
<!-- Control snippets -->
<meta name="robots" content="max-snippet:150, max-image-preview:large">
Canonical URLs:
<!-- Prevent duplicate content issues -->
<link rel="canonical" href="https://example.com/page">
<!-- Self-referencing canonical (recommended) -->
<link rel="canonical" href="https://example.com/current-page">
<!-- For paginated content -->
<link rel="canonical" href="https://example.com/products">
<!-- Or use rel="prev" / rel="next" for explicit pagination -->
广告位招租
在这里展示您的产品或服务
触达数万 AI 开发者,精准高效
<?xml version="1.0" encoding="UTF-8"?>
<urlset xmlns="http://www.sitemaps.org/schemas/sitemap/0.9">
<url>
<loc>https://example.com/</loc>
<lastmod>2024-01-15</lastmod>
<changefreq>daily</changefreq>
<priority>1.0</priority>
</url>
<url>
<loc>https://example.com/products</loc>
<lastmod>2024-01-14</lastmod>
<changefreq>weekly</changefreq>
<priority>0.8</priority>
</url>
</urlset>
站点地图最佳实践:
lastmod✅ 好的 URL:
https://example.com/products/blue-widget
https://example.com/blog/how-to-use-widgets
❌ 差的 URL:
https://example.com/p?id=12345
https://example.com/products/item/category/subcategory/blue-widget-2024-sale-discount
URL 指南:
<!-- Ensure all resources use HTTPS -->
<img src="https://example.com/image.jpg">
<!-- Not: -->
<img src="http://example.com/image.jpg">
用于 SEO 信任信号的安全头信息:
Strict-Transport-Security: max-age=31536000; includeSubDomains
X-Content-Type-Options: nosniff
X-Frame-Options: DENY
<!-- ❌ Missing or generic -->
<title>Page</title>
<title>Home</title>
<!-- ✅ Descriptive with primary keyword -->
<title>Blue Widgets for Sale | Premium Quality | Example Store</title>
标题标签指南:
<!-- ❌ Missing or duplicate -->
<meta name="description" content="">
<!-- ✅ Compelling and unique -->
<meta name="description" content="Shop premium blue widgets with free shipping. 30-day returns. Rated 4.9/5 by 10,000+ customers. Order today and save 20%.">
Meta 描述指南:
<!-- ❌ Poor structure -->
<h2>Welcome to Our Store</h2>
<h4>Products</h4>
<h1>Contact Us</h1>
<!-- ✅ Proper hierarchy -->
<h1>Blue Widgets - Premium Quality</h1>
<h2>Product Features</h2>
<h3>Durability</h3>
<h3>Design</h3>
<h2>Customer Reviews</h2>
<h2>Pricing</h2>
标题指南:
<h1>(主要主题)<!-- ❌ Poor image SEO -->
<img src="IMG_12345.jpg">
<!-- ✅ Optimized image -->
<img src="blue-widget-product-photo.webp"
alt="Blue widget with chrome finish, side view showing control panel"
width="800"
height="600"
loading="lazy">
图片指南:
<!-- ❌ Non-descriptive -->
<a href="/products">Click here</a>
<a href="/widgets">Read more</a>
<!-- ✅ Descriptive anchor text -->
<a href="/products/blue-widgets">Browse our blue widget collection</a>
<a href="/guides/widget-maintenance">Learn how to maintain your widgets</a>
链接指南:
<script type="application/ld+json">
{
"@context": "https://schema.org",
"@type": "Organization",
"name": "Example Company",
"url": "https://example.com",
"logo": "https://example.com/logo.png",
"sameAs": [
"https://twitter.com/example",
"https://linkedin.com/company/example"
],
"contactPoint": {
"@type": "ContactPoint",
"telephone": "+1-555-123-4567",
"contactType": "customer service"
}
}
</script>
<script type="application/ld+json">
{
"@context": "https://schema.org",
"@type": "Article",
"headline": "How to Choose the Right Widget",
"description": "Complete guide to selecting widgets for your needs.",
"image": "https://example.com/article-image.jpg",
"author": {
"@type": "Person",
"name": "Jane Smith",
"url": "https://example.com/authors/jane-smith"
},
"publisher": {
"@type": "Organization",
"name": "Example Blog",
"logo": {
"@type": "ImageObject",
"url": "https://example.com/logo.png"
}
},
"datePublished": "2024-01-15",
"dateModified": "2024-01-20"
}
</script>
<script type="application/ld+json">
{
"@context": "https://schema.org",
"@type": "Product",
"name": "Blue Widget Pro",
"image": "https://example.com/blue-widget.jpg",
"description": "Premium blue widget with advanced features.",
"brand": {
"@type": "Brand",
"name": "WidgetCo"
},
"offers": {
"@type": "Offer",
"price": "49.99",
"priceCurrency": "USD",
"availability": "https://schema.org/InStock",
"url": "https://example.com/products/blue-widget"
},
"aggregateRating": {
"@type": "AggregateRating",
"ratingValue": "4.8",
"reviewCount": "1250"
}
}
</script>
<script type="application/ld+json">
{
"@context": "https://schema.org",
"@type": "FAQPage",
"mainEntity": [
{
"@type": "Question",
"name": "What colors are available?",
"acceptedAnswer": {
"@type": "Answer",
"text": "Our widgets come in blue, red, and green."
}
},
{
"@type": "Question",
"name": "What is the warranty?",
"acceptedAnswer": {
"@type": "Answer",
"text": "All widgets include a 2-year warranty."
}
}
]
}
</script>
<script type="application/ld+json">
{
"@context": "https://schema.org",
"@type": "BreadcrumbList",
"itemListElement": [
{
"@type": "ListItem",
"position": 1,
"name": "Home",
"item": "https://example.com"
},
{
"@type": "ListItem",
"position": 2,
"name": "Products",
"item": "https://example.com/products"
},
{
"@type": "ListItem",
"position": 3,
"name": "Blue Widgets",
"item": "https://example.com/products/blue-widgets"
}
]
}
</script>
在以下位置测试结构化数据:
<!-- ❌ Not mobile-friendly -->
<meta name="viewport" content="width=1024">
<!-- ✅ Responsive viewport -->
<meta name="viewport" content="width=device-width, initial-scale=1">
/* ❌ Too small for mobile */
.small-link {
padding: 4px;
font-size: 12px;
}
/* ✅ Adequate tap target */
.mobile-friendly-link {
padding: 12px;
font-size: 16px;
min-height: 48px;
min-width: 48px;
}
/* ❌ Too small on mobile */
body {
font-size: 10px;
}
/* ✅ Readable without zooming */
body {
font-size: 16px;
line-height: 1.5;
}
<!-- For multi-language sites -->
<link rel="alternate" hreflang="en" href="https://example.com/page">
<link rel="alternate" hreflang="es" href="https://example.com/es/page">
<link rel="alternate" hreflang="fr" href="https://example.com/fr/page">
<link rel="alternate" hreflang="x-default" href="https://example.com/page">
<html lang="en">
<!-- or -->
<html lang="es-MX">
noindex<h1>noindex、robots.txt、规范 URL 不匹配、重定向链。noindex 或 X-Robots-Tagrobots.txt 阻止了 CSS/JS 或关键渲染资源http/https 或 www/非 www 导致重复内容noindex 的 URL| 工具 | 用途 |
|---|---|
| Google Search Console | 监控索引、修复问题 |
| Google PageSpeed Insights | 性能 + Core Web Vitals |
| 富媒体搜索结果测试 | 验证结构化数据 |
| Lighthouse | 完整的 SEO 审计 |
| Screaming Frog | 抓取分析 |
scripts/ 目录下的脚本用于可重复的审计:
scripts/lighthouse.sh: 针对一个 URL 或 URL 列表运行 Lighthouse CLI 并存储 JSON 报告。scripts/pagespeed.sh: 使用 curl 调用 PageSpeed Insights API 并捕获 JSON 输出。scripts/search-console-export.mjs: 导出 Search Console 搜索分析数据(需要 OAuth 访问令牌)。使用示例:
# Lighthouse (SEO category only)
scripts/lighthouse.sh https://example.com
scripts/lighthouse.sh urls.txt reports/lighthouse
# PageSpeed Insights API (requires PAGESPEED_API_KEY)
PAGESPEED_API_KEY=... scripts/pagespeed.sh https://example.com
PAGESPEED_API_KEY=... scripts/pagespeed.sh urls.txt reports/pagespeed
# Search Console API (requires GSC_ACCESS_TOKEN)
GSC_ACCESS_TOKEN=... scripts/search-console-export.mjs https://example.com 2024-01-01 2024-01-31
答案引擎优化专注于使内容能被 AI 智能体(ChatGPT、Perplexity、Gemini、Google AI Overviews)发现和引用。SEO 的目标是排名和点击,而 AEO 的目标是在 AI 生成的回答中获得引用、提及和建立品牌权威。
SEO: 排名高 → 获得点击 → 带来流量
AEO: 被引用 → 拥有答案 → 建立权威
SEO 指标: 排名、点击率、展示次数
AEO 指标: 引用次数、提及次数、AI 可见性得分
SEO 查询: "最佳项目管理软件"
AEO 查询: "对于每月预算低于 500 美元的 15 人远程团队,最好的项目管理软件是什么?"
市场转变:
答案优先的格式:
<!-- ❌ SEO 风格(先背景) -->
## What is AEO?
In recent years, the rise of AI-powered search has transformed
how users discover information. This shift has created new
opportunities for brands. Answer Engine Optimization is...
<!-- ✅ AEO 风格(先答案) -->
## What is AEO?
Answer Engine Optimization (AEO) is the practice of structuring
content so AI systems can directly extract and cite answers.
It focuses on citations in AI responses rather than search rankings.
Unlike traditional SEO, AEO optimizes for conversational queries
and zero-click results where users get answers without visiting
your site.
指南:
基于实体的优化:
<!-- ❌ 关键词导向 -->
"Our software helps teams collaborate better with features
for project management and communication."
<!-- ✅ 实体导向 -->
"Acme PM is a project management platform for remote teams.
Founded in 2020, serves 50,000+ companies. Key features:
Kanban boards, time tracking, Slack integration. Pricing:
$12/user/month."
定义你是谁、你做什么,以及为什么 AI 应该信任你。
超越 SEO 的 Schema,优化以利于 AI 提取。
对 AEO 至关重要的 Schema 类型:
references/json-ld-templates.md面向 AEO 的常见问题答案指南:
references/json-ld-templates.md重要性: AI 引擎优先考虑来自可识别、权威来源的内容。使用 sameAs 链接来消除品牌歧义。
references/json-ld-templates.md允许 AI 购物模块显示准确的价格、库存情况和评论。
不同的 AI 引擎有不同的偏好。平衡三者以获得最大的引用概率。
ChatGPT:
中立、百科全书式的语气
权威的外部引用
具体数据和量化声明
正式的结构
示例: "According to a 2025 Gartner study, 78% of enterprises adopted AI-powered search tools. The primary drivers were cost reduction (cited by 62% of respondents) and improved accuracy (58%). Source: Gartner AI Search Report 2025."
Perplexity:
对话式、经验驱动
实际示例和案例研究
社区洞察和真实世界背景
较不正式的语气
示例: "Most teams start with the free tier and upgrade after 2-3 months once they've proven ROI. Based on feedback from 500+ customers, common triggers for upgrading include hitting user limits or needing advanced reporting."
Google AI Overviews:
E-E-A-T 信号(经验、专业、权威、信任)
带有近期日期的新鲜内容
适合精选摘要的格式
移动端优化的结构
示例: "Updated February 2026: Current pricing starts at $12/user/month (annual billing). Month-to-month adds 20%. Education and nonprofit discounts available. No free tier as of Q1 2026."
指标:
追踪 AI 推荐流量:
在 Google Analytics 4 中,筛选流量来源:
chat.openai.com (ChatGPT)perplexity.aigemini.google.comcopilot.microsoft.com将这些作为单独的获客来源进行监控。
使用您首选的 AEO 监控工具来跟踪引用频率、上下文和来源归属。
sameAs 链接每周安装次数
141
代码库
GitHub Stars
82
首次出现
2026年2月11日
安全审计
安装于
opencode137
codex136
gemini-cli133
github-copilot132
cursor130
amp126
Search engine optimization based on Lighthouse SEO audits and Google Search guidelines. Focus on technical SEO, on-page optimization, and structured data.
robots.txt:
# /robots.txt
User-agent: *
Allow: /
# Block admin/private areas
Disallow: /admin/
Disallow: /api/
Disallow: /private/
# Don't block resources needed for rendering
# ❌ Disallow: /static/
Sitemap: https://example.com/sitemap.xml
Meta robots:
<!-- Default: indexable, followable -->
<meta name="robots" content="index, follow">
<!-- Noindex specific pages -->
<meta name="robots" content="noindex, nofollow">
<!-- Indexable but don't follow links -->
<meta name="robots" content="index, nofollow">
<!-- Control snippets -->
<meta name="robots" content="max-snippet:150, max-image-preview:large">
Canonical URLs:
<!-- Prevent duplicate content issues -->
<link rel="canonical" href="https://example.com/page">
<!-- Self-referencing canonical (recommended) -->
<link rel="canonical" href="https://example.com/current-page">
<!-- For paginated content -->
<link rel="canonical" href="https://example.com/products">
<!-- Or use rel="prev" / rel="next" for explicit pagination -->
<?xml version="1.0" encoding="UTF-8"?>
<urlset xmlns="http://www.sitemaps.org/schemas/sitemap/0.9">
<url>
<loc>https://example.com/</loc>
<lastmod>2024-01-15</lastmod>
<changefreq>daily</changefreq>
<priority>1.0</priority>
</url>
<url>
<loc>https://example.com/products</loc>
<lastmod>2024-01-14</lastmod>
<changefreq>weekly</changefreq>
<priority>0.8</priority>
</url>
</urlset>
Sitemap best practices:
lastmod when content changes✅ Good URLs:
https://example.com/products/blue-widget
https://example.com/blog/how-to-use-widgets
❌ Poor URLs:
https://example.com/p?id=12345
https://example.com/products/item/category/subcategory/blue-widget-2024-sale-discount
URL guidelines:
<!-- Ensure all resources use HTTPS -->
<img src="https://example.com/image.jpg">
<!-- Not: -->
<img src="http://example.com/image.jpg">
Security headers for SEO trust signals:
Strict-Transport-Security: max-age=31536000; includeSubDomains
X-Content-Type-Options: nosniff
X-Frame-Options: DENY
<!-- ❌ Missing or generic -->
<title>Page</title>
<title>Home</title>
<!-- ✅ Descriptive with primary keyword -->
<title>Blue Widgets for Sale | Premium Quality | Example Store</title>
Title tag guidelines:
<!-- ❌ Missing or duplicate -->
<meta name="description" content="">
<!-- ✅ Compelling and unique -->
<meta name="description" content="Shop premium blue widgets with free shipping. 30-day returns. Rated 4.9/5 by 10,000+ customers. Order today and save 20%.">
Meta description guidelines:
<!-- ❌ Poor structure -->
<h2>Welcome to Our Store</h2>
<h4>Products</h4>
<h1>Contact Us</h1>
<!-- ✅ Proper hierarchy -->
<h1>Blue Widgets - Premium Quality</h1>
<h2>Product Features</h2>
<h3>Durability</h3>
<h3>Design</h3>
<h2>Customer Reviews</h2>
<h2>Pricing</h2>
Heading guidelines:
<h1> per page (the main topic)<!-- ❌ Poor image SEO -->
<img src="IMG_12345.jpg">
<!-- ✅ Optimized image -->
<img src="blue-widget-product-photo.webp"
alt="Blue widget with chrome finish, side view showing control panel"
width="800"
height="600"
loading="lazy">
Image guidelines:
<!-- ❌ Non-descriptive -->
<a href="/products">Click here</a>
<a href="/widgets">Read more</a>
<!-- ✅ Descriptive anchor text -->
<a href="/products/blue-widgets">Browse our blue widget collection</a>
<a href="/guides/widget-maintenance">Learn how to maintain your widgets</a>
Linking guidelines:
<script type="application/ld+json">
{
"@context": "https://schema.org",
"@type": "Organization",
"name": "Example Company",
"url": "https://example.com",
"logo": "https://example.com/logo.png",
"sameAs": [
"https://twitter.com/example",
"https://linkedin.com/company/example"
],
"contactPoint": {
"@type": "ContactPoint",
"telephone": "+1-555-123-4567",
"contactType": "customer service"
}
}
</script>
<script type="application/ld+json">
{
"@context": "https://schema.org",
"@type": "Article",
"headline": "How to Choose the Right Widget",
"description": "Complete guide to selecting widgets for your needs.",
"image": "https://example.com/article-image.jpg",
"author": {
"@type": "Person",
"name": "Jane Smith",
"url": "https://example.com/authors/jane-smith"
},
"publisher": {
"@type": "Organization",
"name": "Example Blog",
"logo": {
"@type": "ImageObject",
"url": "https://example.com/logo.png"
}
},
"datePublished": "2024-01-15",
"dateModified": "2024-01-20"
}
</script>
<script type="application/ld+json">
{
"@context": "https://schema.org",
"@type": "Product",
"name": "Blue Widget Pro",
"image": "https://example.com/blue-widget.jpg",
"description": "Premium blue widget with advanced features.",
"brand": {
"@type": "Brand",
"name": "WidgetCo"
},
"offers": {
"@type": "Offer",
"price": "49.99",
"priceCurrency": "USD",
"availability": "https://schema.org/InStock",
"url": "https://example.com/products/blue-widget"
},
"aggregateRating": {
"@type": "AggregateRating",
"ratingValue": "4.8",
"reviewCount": "1250"
}
}
</script>
<script type="application/ld+json">
{
"@context": "https://schema.org",
"@type": "FAQPage",
"mainEntity": [
{
"@type": "Question",
"name": "What colors are available?",
"acceptedAnswer": {
"@type": "Answer",
"text": "Our widgets come in blue, red, and green."
}
},
{
"@type": "Question",
"name": "What is the warranty?",
"acceptedAnswer": {
"@type": "Answer",
"text": "All widgets include a 2-year warranty."
}
}
]
}
</script>
<script type="application/ld+json">
{
"@context": "https://schema.org",
"@type": "BreadcrumbList",
"itemListElement": [
{
"@type": "ListItem",
"position": 1,
"name": "Home",
"item": "https://example.com"
},
{
"@type": "ListItem",
"position": 2,
"name": "Products",
"item": "https://example.com/products"
},
{
"@type": "ListItem",
"position": 3,
"name": "Blue Widgets",
"item": "https://example.com/products/blue-widgets"
}
]
}
</script>
Test structured data at:
<!-- ❌ Not mobile-friendly -->
<meta name="viewport" content="width=1024">
<!-- ✅ Responsive viewport -->
<meta name="viewport" content="width=device-width, initial-scale=1">
/* ❌ Too small for mobile */
.small-link {
padding: 4px;
font-size: 12px;
}
/* ✅ Adequate tap target */
.mobile-friendly-link {
padding: 12px;
font-size: 16px;
min-height: 48px;
min-width: 48px;
}
/* ❌ Too small on mobile */
body {
font-size: 10px;
}
/* ✅ Readable without zooming */
body {
font-size: 16px;
line-height: 1.5;
}
<!-- For multi-language sites -->
<link rel="alternate" hreflang="en" href="https://example.com/page">
<link rel="alternate" hreflang="es" href="https://example.com/es/page">
<link rel="alternate" hreflang="fr" href="https://example.com/fr/page">
<link rel="alternate" hreflang="x-default" href="https://example.com/page">
<html lang="en">
<!-- or -->
<html lang="es-MX">
noindex on important pages<h1> per pagenoindex, robots.txt, canonical mismatches, redirect chains.noindex or X-Robots-Tag accidentally set on important pagesrobots.txt blocks CSS/JS or critical render resourceshttp/https or www/non-www causing duplicate contentnoindex URLs| Tool | Use |
|---|---|
| Google Search Console | Monitor indexing, fix issues |
| Google PageSpeed Insights | Performance + Core Web Vitals |
| Rich Results Test | Validate structured data |
| Lighthouse | Full SEO audit |
| Screaming Frog | Crawl analysis |
Scripts under scripts/ for repeatable audits:
scripts/lighthouse.sh: run Lighthouse CLI against a URL or URL list and store JSON reports.scripts/pagespeed.sh: call PageSpeed Insights API with curl and capture JSON output.scripts/search-console-export.mjs: export Search Console Search Analytics data (requires OAuth access token).Example usage:
# Lighthouse (SEO category only)
scripts/lighthouse.sh https://example.com
scripts/lighthouse.sh urls.txt reports/lighthouse
# PageSpeed Insights API (requires PAGESPEED_API_KEY)
PAGESPEED_API_KEY=... scripts/pagespeed.sh https://example.com
PAGESPEED_API_KEY=... scripts/pagespeed.sh urls.txt reports/pagespeed
# Search Console API (requires GSC_ACCESS_TOKEN)
GSC_ACCESS_TOKEN=... scripts/search-console-export.mjs https://example.com 2024-01-01 2024-01-31
Answer Engine Optimization (AEO) focuses on making content discoverable and citable by AI agents (ChatGPT, Perplexity, Gemini, Google AI Overviews). While SEO targets rankings and clicks, AEO targets citations, mentions, and brand authority within AI-generated responses.
SEO: Rank high → get clicks → drive traffic
AEO: Be cited → own the answer → build authority
SEO metric: Position, CTR, impressions
AEO metric: Citations, mentions, AI visibility score
SEO query: "best project management software"
AEO query: "What's the best project management software for a remote team of 15 with budget under $500/month?"
Market shift:
Answer-first formatting:
<!-- ❌ SEO-style (context first) -->
## What is AEO?
In recent years, the rise of AI-powered search has transformed
how users discover information. This shift has created new
opportunities for brands. Answer Engine Optimization is...
<!-- ✅ AEO-style (answer first) -->
## What is AEO?
Answer Engine Optimization (AEO) is the practice of structuring
content so AI systems can directly extract and cite answers.
It focuses on citations in AI responses rather than search rankings.
Unlike traditional SEO, AEO optimizes for conversational queries
and zero-click results where users get answers without visiting
your site.
Guidelines:
Entity-based optimization:
<!-- ❌ Keyword-focused -->
"Our software helps teams collaborate better with features
for project management and communication."
<!-- ✅ Entity-focused -->
"Acme PM is a project management platform for remote teams.
Founded in 2020, serves 50,000+ companies. Key features:
Kanban boards, time tracking, Slack integration. Pricing:
$12/user/month."
Define who you are, what you do, and why AI should trust you.
Expand beyond SEO schema to optimize for AI extraction.
Critical schema types for AEO:
references/json-ld-templates.mdFAQ answer guidelines for AEO:
references/json-ld-templates.mdWhy it matters: AI engines prioritize content from identifiable, authoritative sources. Use sameAs links to disambiguate your brand.
references/json-ld-templates.mdAllows AI shopping modules to show accurate pricing, availability, reviews.
Different AI engines have different preferences. Balance all three for maximum citation probability.
ChatGPT:
Neutral, encyclopedia-style tone
Authoritative external citations
Specific data and quantified claims
Formal structure
Example: "According to a 2025 Gartner study, 78% of enterprises adopted AI-powered search tools. The primary drivers were cost reduction (cited by 62% of respondents) and improved accuracy (58%). Source: Gartner AI Search Report 2025."
Perplexity:
Conversational, experience-driven
Practical examples and case studies
Community insights and real-world context
Less formal tone
Example: "Most teams start with the free tier and upgrade after 2-3 months once they've proven ROI. Based on feedback from 500+ customers, common triggers for upgrading include hitting user limits or needing advanced reporting."
Google AI Overviews:
E-E-A-T signals (Experience, Expertise, Authoritativeness, Trust)
Fresh content with recent dates
Featured snippet-friendly formatting
Mobile-optimized structure
Example: "Updated February 2026: Current pricing starts at $12/user/month (annual billing). Month-to-month adds 20%. Education and nonprofit discounts available. No free tier as of Q1 2026."
Metrics:
Tracking AI referral traffic:
In Google Analytics 4, filter traffic sources:
chat.openai.com (ChatGPT)perplexity.aigemini.google.comcopilot.microsoft.comMonitor these as separate acquisition sources.
Use your preferred AEO monitoring tool to track citation frequency, context, and source attribution.
sameAs links to LinkedIn, Twitter, official profilesWeekly Installs
141
Repository
GitHub Stars
82
First Seen
Feb 11, 2026
Security Audits
Gen Agent Trust HubPassSocketPassSnykWarn
Installed on
opencode137
codex136
gemini-cli133
github-copilot132
cursor130
amp126
Schema标记专家指南:结构化数据实现与SEO优化,提升富媒体搜索结果
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