内部链接优化器 - 提升网站SEO排名的智能链接分析工具

internal-linking-optimizer by aaron-he-zhu/seo-geo-claude-skills

1,400 周安装量

474 GitHub Stars

GitHub

安装命令

npx skills add https://github.com/aaron-he-zhu/seo-geo-claude-skills --skill internal-linking-optimizer

数据分析营销生产力

🇨🇳中文介绍

内部链接优化器

SEO& GEO Skills Library · 20 个 SEO + GEO 技能 · 一键安装所有：npx skills add aaron-he-zhu/seo-geo-claude-skills

研究 · keyword-research · competitor-analysis · serp-analysis · content-gap-analysis

构建 · seo-content-writer · geo-content-optimizer · meta-tags-optimizer · schema-markup-generator

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何时使用此技能

为 SEO 改进网站架构
向重要页面分配权威性
修复没有内部链接的孤立页面
创建主题集群内部链接策略
为 SEO 优化锚文本
恢复排名下降的页面
为新内容规划内部链接

链接结构分析：映射当前内部链接模式
权威性流向映射：显示 PageRank 如何在网站中流动
孤立页面检测：查找没有内部链接的页面
锚文本优化：改进锚文本多样性
主题集群链接：创建支柱-集群链接策略
链接机会发现：识别添加链接的位置
导航优化：改进全站链接元素

Analyze internal linking structure for [domain/sitemap]



Find internal linking opportunities for [URL]

Create internal linking plan for topic cluster about [topic]



Suggest internal links for this new article: [content/URL]

Find orphan pages on [domain]



Optimize anchor text across the site

有关工具类别占位符，请参阅 CONNECTORS.md。

连接了 ~~web crawler + ~~analytics 时： Claude 可以通过 ~~web crawler 自动执行全站抓取以映射完整的链接图，从 ~~analytics 获取页面性能指标以识别高价值页面，并分析整个网站的链接流。这使得数据驱动的内部链接策略成为可能。

仅使用手动数据时： 请用户提供：

站点地图 URL 或重要页面列表
需要更多内部链接的关键页面 URL
内容类别或主题集群
任何现有的链接结构文档

使用提供的数据进行分析。在输出中注明哪些发现来自自动抓取，哪些来自手动审查。

当用户请求内部链接优化时：

分析当前内部链接结构

内部链接结构分析

概览

域名：[domain] 分析的总页面数：[X] 内部链接总数：[X] 每页平均链接数：[X]

链接分布

每页链接数页面数量百分比
0 (孤立) [X] [X]%
1-5 [X] [X]%
6-10 [X] [X]%
11-20 [X] [X]%
20+ [X] [X]%

被链接最多的页面

页面内部链接数权威性备注
[URL 1] [X] 高 [notes]
[URL 2] [X] 高 [notes]
[URL 3] [X] 中 [notes]

链接不足的重要页面

页面当前链接数流量推荐链接数
[URL 1] [X] [X]/月 [X]+
[URL 2] [X] [X]/月 [X]+

结构评分：[X]/10
识别孤立页面

孤立页面分析

定义

孤立页面没有指向它们的内部链接，这使得用户和搜索引擎难以发现它们。

发现的孤立页面数：[X]

页面流量优先级推荐操作
[URL 1] [X]/月高从 [pages] 链接
[URL 2] [X]/月中添加到导航
[URL 3] 0 低考虑删除/重定向

修复策略

高优先级孤立页面（有流量/排名）：
1. [URL] - 从以下位置添加链接：[relevant pages]
2. [URL] - 从以下位置添加链接：[relevant pages]
中优先级孤立页面（可能有价值）：
1. [URL] - 添加到分类/标签页
2. [URL] - 从相关内容链接
低优先级孤立页面（考虑移除）：
1. [URL] - 重定向到 [better page]
分析锚文本分布

每页链接数	页面数量	百分比
0 (孤立)	[X]	[X]%
1-5	[X]	[X]%
6-10	[X]	[X]%
11-20	[X]	[X]%
20+	[X]	[X]%

页面	内部链接数	权威性	备注
[URL 1]	[X]	高	[notes]
[URL 2]	[X]	高	[notes]
[URL 3]	[X]	中	[notes]

页面	当前链接数	流量	推荐链接数
[URL 1]	[X]	[X]/月	[X]+
[URL 2]	[X]	[X]/月	[X]+

页面	流量	优先级	推荐操作
[URL 1]	[X]/月	高	从 [pages] 链接
[URL 2]	[X]/月	中	添加到导航
[URL 3]	0	低	考虑删除/重定向

CORE-EEAT 对齐：内部链接质量映射到 CORE-EEAT 基准中的 R08（内部链接图）——使用描述性锚文本，确保链接支持主题权威性。完整审计请参阅 content-quality-auditor。

     ## 锚文本分析
     
     ### 当前锚文本模式
     
     **最常用的锚文本**：
     
     | 锚文本 | 数量 | 目标页面 | 评估 |
     |-------------|-------|--------------|------------|
     | "点击这里" | [X] | [X] 页 | ❌ 非描述性 |
     | "阅读更多" | [X] | [X] 页 | ❌ 非描述性 |
     | "[精确关键词]" | [X] | [page] | ⚠️ 可能过度优化 |
     | "[描述性短语]" | [X] | [page] | ✅ 良好 |
     
     ### 按页面划分的锚文本分布
     
     **页面：[Important URL]**
     
     | 锚文本 | 来源页面 | 状态 |
     |-------------|-------------|--------|
     | "[anchor 1]" | [source URL] | ✅/⚠️/❌ |
     | "[anchor 2]" | [source URL] | ✅/⚠️/❌ |
     
     **发现的问题**：
     - 过度优化的锚文本：[X] 个实例
     - 通用锚文本：[X] 个实例
     - 同一锚文本指向多个页面：[X] 个实例
     
     ### 锚文本建议
     
     **对于页面：[URL]**
     
     当前："[current anchor]" 使用了 [X] 次
     
     推荐的变体：
     - "[variation 1]" - 从 [page type] 使用
     - "[variation 2]" - 从 [page type] 使用
     - "[variation 3]" - 从 [page type] 使用
     
     **锚文本评分**：[X]/10

4. 创建主题集群链接策略 — 映射当前支柱/集群链接，推荐链接结构，列出要添加的具体链接

参考：主题集群链接策略模板（步骤 4）请参阅 references/linking-templates.md。

查找上下文链接机会 — 分析每个页面与主题相关的链接机会，优先考虑高影响力的添加

参考：上下文链接机会模板（步骤 5）请参阅 references/linking-templates.md。

优化导航和页脚链接 — 分析主导航/页脚/侧边栏/面包屑导航，推荐要添加或移除的页面

参考：导航优化模板（步骤 6）请参阅 references/linking-templates.md。

生成链接实施计划 — 执行摘要、当前状态指标、分阶段优先级行动（第 1-4 周及以上）、实施指南、跟踪计划

参考：完整实施计划模板（步骤 7）请参阅 references/linking-templates.md。

提供了网站结构或站点地图（URL 或文件）
明确定义了目标页面或主题集群
如果优化特定页面，则提供了页面 URL 或内容

每条建议都引用了具体的数据点（而非通用建议）
所有链接建议都包含来源页面、目标页面和推荐的锚文本
孤立页面列表包含 URL 和推荐操作
每个数据点的来源明确说明（~~web crawler 数据、~~analytics、用户提供或手动分析）

参考：完整工作示例（电子邮件营销最佳实践内部链接机会）请参阅 references/linking-example.md。

质量优于数量 - 添加相关链接，而非随机链接
用户优先思维 - 链接应帮助用户导航
锚文本多样化 - 避免过度优化
链接到重要页面 - 战略性分配权威性
定期审计 - 随着内容增长，内部链接需要维护

链接架构模式 — 架构模型（中心辐射型、筒仓型、扁平型、金字塔型、网状型）、锚文本多样性框架、链接权益流模型和内部链接审计清单
链接模板 — 步骤 6-7 的详细输出模板（导航优化、实施计划）
链接示例 — 内部链接机会的完整工作示例

content-gap-analysis — 查找要链接到的内容
seo-content-writer — 创建可链接的内容
on-page-seo-auditor — 审计整体页面 SEO
technical-seo-checker — 检查可抓取性
content-quality-auditor — 完整的 80 项 CORE-EEAT 审计
schema-markup-generator — 面包屑和导航模式

🇺🇸English

Internal Linking Optimizer

SEO& GEO Skills Library · 20 skills for SEO + GEO · Install all: npx skills add aaron-he-zhu/seo-geo-claude-skills

Research · keyword-research · competitor-analysis · serp-analysis · content-gap-analysis

Build · seo-content-writer · geo-content-optimizer · meta-tags-optimizer · schema-markup-generator

Optimize · on-page-seo-auditor · technical-seo-checker · internal-linking-optimizer · content-refresher

Monitor · rank-tracker · backlink-analyzer · performance-reporter · alert-manager

Cross-cutting · content-quality-auditor · domain-authority-auditor · entity-optimizer · memory-management

This skill analyzes your site's internal link structure and provides recommendations to improve SEO through strategic internal linking. It helps distribute authority, establish topical relevance, and improve crawlability.

When to Use This Skill

Improving site architecture for SEO
Distributing authority to important pages
Fixing orphan pages with no internal links
Creating topic cluster internal link strategies
Optimizing anchor text for SEO
Recovering pages that have lost rankings
Planning internal links for new content

What This Skill Does

Link Structure Analysis : Maps current internal linking patterns
Authority Flow Mapping : Shows how PageRank flows through site
Orphan Page Detection : Finds pages with no internal links
Anchor Text Optimization : Improves anchor text diversity
Topic Cluster Linking : Creates pillar-cluster link strategies
Link Opportunity Finding : Identifies where to add links
Navigation Optimization : Improves site-wide link elements

How to Use

Analyze Current Structure

Analyze internal linking structure for [domain/sitemap]



Find internal linking opportunities for [URL]

Create Linking Strategy

Create internal linking plan for topic cluster about [topic]



Suggest internal links for this new article: [content/URL]

Fix Issues

Find orphan pages on [domain]



Optimize anchor text across the site

Data Sources

See CONNECTORS.md for tool category placeholders.

With ~~web crawler + ~~analytics connected: Claude can automatically perform a full site crawl via ~~web crawler to map the complete link graph, fetch page performance metrics from ~~analytics to identify high-value pages, and analyze link flow throughout the site. This enables data-driven internal linking strategies.

With manual data only: Ask the user to provide:

Sitemap URL or list of important pages
Key page URLs that need more internal links
Content categories or topic clusters
Any existing link structure documentation

Proceed with the analysis using provided data. Note in the output which findings are from automated crawl vs. manual review.

Instructions

When a user requests internal linking optimization:

Analyze Current Internal Link Structure

## Internal Link Structure Analysis

### Overview

**Domain**: [domain]
**Total Pages Analyzed**: [X]
**Total Internal Links**: [X]
**Average Links per Page**: [X]

### Link Distribution

| Links per Page | Page Count | Percentage |
|----------------|------------|------------|
| 0 (Orphan) | [X] | [X]% |
| 1-5 | [X] | [X]% |
| 6-10 | [X] | [X]% |
| 11-20 | [X] | [X]% |
| 20+ | [X] | [X]% |

### Top Linked Pages

| Page | Internal Links | Authority | Notes |
|------|----------------|-----------|-------|
| [URL 1] | [X] | High | [notes] |
| [URL 2] | [X] | High | [notes] |
| [URL 3] | [X] | Medium | [notes] |

### Under-Linked Important Pages

| Page | Current Links | Traffic | Recommended Links |
|------|---------------|---------|-------------------|
| [URL 1] | [X] | [X]/mo | [X]+ |
| [URL 2] | [X] | [X]/mo | [X]+ |

**Structure Score**: [X]/10

Identify Orphan Pages

## Orphan Page Analysis

### Definition
Orphan pages have no internal links pointing to them, making them 
hard for users and search engines to discover.

### Orphan Pages Found: [X]

| Page | Traffic | Priority | Recommended Action |
|------|---------|----------|-------------------|
| [URL 1] | [X]/mo | High | Link from [pages] |
| [URL 2] | [X]/mo | Medium | Add to navigation |
| [URL 3] | 0 | Low | Consider deleting/redirecting |

### Fix Strategy

**High Priority Orphans** (have traffic/rankings):
1. [URL] - Add links from: [relevant pages]
2. [URL] - Add links from: [relevant pages]

**Medium Priority Orphans** (potentially valuable):
1. [URL] - Add to category/tag page
2. [URL] - Link from related content

**Low Priority Orphans** (consider removing):
1. [URL] - Redirect to [better page]
2. [URL] - Delete or noindex

CORE-EEAT alignment : Internal linking quality maps to R08 (Internal Link Graph) in the CORE-EEAT benchmark -- use descriptive anchors, ensure links support topical authority. See content-quality-auditor for full audit.

     ## Anchor Text Analysis
     
     ### Current Anchor Text Patterns
     
     **Most Used Anchors**:
     
     | Anchor Text | Count | Target Pages | Assessment |
     |-------------|-------|--------------|------------|
     | "click here" | [X] | [X] pages | ❌ Not descriptive |
     | "read more" | [X] | [X] pages | ❌ Not descriptive |
     | "[exact keyword]" | [X] | [page] | ⚠️ May be over-optimized |
     | "[descriptive phrase]" | [X] | [page] | ✅ Good |
     
     ### Anchor Text Distribution by Page
     
     **Page: [Important URL]**
     
     | Anchor Text | Source Page | Status |
     |-------------|-------------|--------|
     | "[anchor 1]" | [source URL] | ✅/⚠️/❌ |
     | "[anchor 2]" | [source URL] | ✅/⚠️/❌ |
     
     **Issues Found**:
     - Over-optimized anchors: [X] instances
     - Generic anchors: [X] instances
     - Same anchor to multiple pages: [X] instances
     
     ### Anchor Text Recommendations
     
     **For Page: [URL]**
     
     Current: "[current anchor]" used [X] times
     
     Recommended variety:
     - "[variation 1]" - Use from [page type]
     - "[variation 2]" - Use from [page type]
     - "[variation 3]" - Use from [page type]
     
     **Anchor Score**: [X]/10

4. Create Topic Cluster Link Strategy — Map current pillar/cluster links, recommend link structure, list specific links to add

Reference : See references/linking-templates.md for the topic cluster link strategy template (Step 4).

Find Contextual Link Opportunities — Analyze each page for topic-relevant link opportunities, prioritize high-impact additions

Reference : See references/linking-templates.md for the contextual link opportunities template (Step 5).

Optimize Navigation and Footer Links — Analyze main/footer/sidebar/breadcrumb navigation, recommend pages to add or remove

Reference : See references/linking-templates.md for the navigation optimization template (Step 6).

Generate Link Implementation Plan — Executive summary, current state metrics, phased priority actions (weeks 1-4+), implementation guide, tracking plan

Reference : See references/linking-templates.md for the full implementation plan template (Step 7).

Validation Checkpoints

Input Validation

Site structure or sitemap provided (URL or file)
Target pages or topic clusters clearly defined
If optimizing specific page, page URL or content provided

Output Validation

Every recommendation cites specific data points (not generic advice)
All link suggestions include source page, target page, and recommended anchor text
Orphan page lists include URLs and recommended actions
Source of each data point clearly stated (~~web crawler data, ~~analytics, user-provided, or manual analysis)

Example

Reference : See references/linking-example.md for a full worked example (email marketing best practices internal linking opportunities).

Tips for Success

Quality over quantity - Add relevant links, not random ones
User-first thinking - Links should help users navigate
Vary anchor text - Avoid over-optimization
Link to important pages - Distribute authority strategically
Regular audits - Internal links need maintenance as content grows

Reference Materials

Link Architecture Patterns — Architecture models (hub-and-spoke, silo, flat, pyramid, mesh), anchor text diversity framework, link equity flow model, and internal link audit checklist
Linking Templates — Detailed output templates for steps 6-7 (navigation optimization, implementation plan)
Linking Example — Full worked example for internal linking opportunities

Related Skills

content-gap-analysis — Find content to link to
seo-content-writer — Create linkable content
on-page-seo-auditor — Audit overall on-page SEO
technical-seo-checker — Check crawlability
content-quality-auditor — Full 80-item CORE-EEAT audit
schema-markup-generator — Breadcrumb and navigation schema

Weekly Installs

751

Repository

aaron-he-zhu/se…e-skills

GitHub Stars

352

First Seen

Jan 23, 2026

Security Audits

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Installed on

opencode645

gemini-cli632

codex624

github-copilot603

cursor577

amp565

[URL] - 删除或添加 noindex

Analyze Anchor Text Distribution

内部链接优化器 - 提升网站SEO排名的智能链接分析工具

🇨🇳中文介绍

内部链接优化器

相关 Skills

何时使用此技能

此技能的功能

使用方法

分析当前结构

创建链接策略

修复问题

数据源

使用说明

内部链接结构分析

概览

链接分布

被链接最多的页面

链接不足的重要页面

孤立页面分析

定义

发现的孤立页面数：[X]

修复策略

验证检查点

输入验证

输出验证

示例

成功秘诀

参考资料

相关技能