content-gap-analysis
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ChineseContent Gap Analysis
内容缺口分析
<details> <summary>Browse all 20 skills</summary>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
</details>
This skill identifies content opportunities by analyzing gaps between your content and competitors'. Find topics you're missing, keywords you could target, and content formats you should create.
<details> <summary>浏览全部20项技能</summary>SEO & GEO 技能库 · 包含20项SEO + GEO相关技能 · 一键安装全部:npx skills add aaron-he-zhu/seo-geo-claude-skills
调研类 · keyword-research · competitor-analysis · serp-analysis · content-gap-analysis
创作类 · seo-content-writer · geo-content-optimizer · meta-tags-optimizer · schema-markup-generator
优化类 · on-page-seo-auditor · technical-seo-checker · internal-linking-optimizer · content-refresher
监控类 · rank-tracker · backlink-analyzer · performance-reporter · alert-manager
通用类 · content-quality-auditor · domain-authority-auditor · entity-optimizer · memory-management
</details>
本技能通过分析你的内容与竞品内容之间的缺口来识别内容机会,帮你找到遗漏的主题、可 targeting 的关键词以及你应该创作的内容格式。
When to Use This Skill
何时使用本技能
- Planning content strategy and editorial calendar
- Finding quick-win content opportunities
- Understanding where competitors outperform you
- Identifying underserved topics in your niche
- Expanding into adjacent topic areas
- Prioritizing content creation efforts
- Finding GEO opportunities competitors miss
- 规划内容策略和编辑日历
- 寻找可快速落地的内容机会
- 了解竞品在哪些领域表现优于你
- 识别你的细分领域中服务不足的主题
- 拓展到相邻主题领域
- 确定内容创作工作的优先级
- 寻找竞品遗漏的GEO机会
What This Skill Does
本技能的功能
- Keyword Gap Analysis: Finds keywords competitors rank for that you don't
- Topic Coverage Mapping: Identifies topic areas needing more content
- Content Format Gaps: Reveals missing content types (videos, tools, guides)
- Audience Need Mapping: Matches gaps to audience journey stages
- GEO Opportunity Detection: Finds AI-answerable topics you're missing
- Priority Scoring: Ranks gaps by impact and effort
- Content Calendar Creation: Plans gap-filling content schedule
- 关键词缺口分析:找出竞品有排名但你没有排名的关键词
- 主题覆盖映射:识别需要补充更多内容的主题领域
- 内容格式缺口:揭示缺失的内容类型(视频、工具、指南等)
- 受众需求匹配:将缺口与受众旅程阶段对应起来
- GEO机会检测:查找你遗漏的可被AI回答的主题
- 优先级评分:根据影响和投入对缺口进行排序
- 内容日历创建:规划填补缺口的内容排期
How to Use
如何使用
Basic Gap Analysis
基础缺口分析
Find content gaps between my site [URL] and [competitor URLs]What content am I missing compared to my top 3 competitors?Find content gaps between my site [URL] and [competitor URLs]What content am I missing compared to my top 3 competitors?Topic-Specific Analysis
特定主题分析
Find content gaps in [topic area] compared to industry leadersWhat [content type] do competitors have that I don't?Find content gaps in [topic area] compared to industry leadersWhat [content type] do competitors have that I don't?Audience-Focused
受众导向分析
What content gaps exist for [audience segment] in my niche?What content gaps exist for [audience segment] in my niche?Data Sources
数据来源
See CONNECTORS.md for tool category placeholders.
With ~~SEO tool + ~~search console + ~~analytics + ~~AI monitor connected:
Automatically pull your site's content inventory from ~~search console and ~~analytics (indexed pages, traffic per page, keywords ranking), competitor content data from ~~SEO tool (ranking keywords, top pages, backlink counts), and AI citation patterns from ~~AI monitor. Keyword overlap analysis and gap identification can be automated.
With manual data only:
Ask the user to provide:
- Your site URL and content inventory (list of published content with topics)
- Competitor URLs (3-5 sites)
- Your current traffic and keyword performance (if available)
- Known content strengths and weaknesses
- Industry context and business goals
Proceed with the full analysis using provided data. Note in the output which metrics are from automated collection vs. user-provided data.
查看 CONNECTORS.md 了解工具类别的占位符。
绑定 ~~SEO工具 + ~~search console + ~~analytics + ~~AI monitor 后:
可自动从 ~~search console 和 ~~analytics 拉取你的站点内容清单(已收录页面、单页流量、排名关键词),从 ~~SEO工具拉取竞品内容数据(排名关键词、热门页面、反向链接数),从 ~~AI monitor 拉取AI引用模式,可自动完成关键词重叠分析和缺口识别。
仅使用手动数据时:
请用户提供:
- 你的站点URL和内容清单(已发布内容及对应主题列表)
- 竞品URL(3-5个站点)
- 你当前的流量和关键词表现(如有)
- 已知的内容优势和劣势
- 行业背景和业务目标
使用提供的数据完成完整分析,在输出中标明哪些指标来自自动采集,哪些来自用户提供的数据。
Instructions
使用说明
When a user requests content gap analysis:
-
Define Analysis ScopeClarify parameters:markdown
### Analysis Parameters **Your Site**: [URL] **Competitors to Analyze**: [URLs or "identify for me"] **Topic Focus**: [specific area or "all"] **Content Types**: [blogs, guides, tools, videos, or "all"] **Audience**: [target audience] **Business Goals**: [traffic, leads, authority, etc.] -
Audit Your Existing Contentmarkdown
## Your Content Inventory **Total Indexed Pages**: [X] **Content by Type**: - Blog posts: [X] - Landing pages: [X] - Resource pages: [X] - Tools/calculators: [X] - Case studies: [X] **Content by Topic Cluster**: | Topic | Articles | Keywords Ranking | Traffic | |-------|----------|------------------|---------| | [topic 1] | [X] | [X] | [X] | | [topic 2] | [X] | [X] | [X] | | [topic 3] | [X] | [X] | [X] | **Top Performing Content**: 1. [Title] - [traffic] visits - [keywords] keywords 2. [Title] - [traffic] visits - [keywords] keywords 3. [Title] - [traffic] visits - [keywords] keywords **Content Strengths**: - [Strength 1] - [Strength 2] **Content Weaknesses**: - [Weakness 1] - [Weakness 2] -
Analyze Competitor Contentmarkdown
## Competitor Content Analysis ### Competitor 1: [Name/URL] **Content Volume**: [X] pages **Monthly Traffic**: [X] visits **Content Distribution**: | Type | Count | Est. Traffic | |------|-------|--------------| | Blog posts | [X] | [X] | | Guides | [X] | [X] | | Tools | [X] | [X] | | Videos | [X] | [X] | **Topic Coverage**: | Topic | Articles | Your Coverage | |-------|----------|---------------| | [topic] | [X] | [X or "None"] | **Unique Content They Have**: 1. [Content piece] - [traffic] - [why it works] 2. [Content piece] - [traffic] - [why it works] [Repeat for each competitor] -
Identify Keyword Gapsmarkdown
## Keyword Gap Analysis ### Keywords Competitors Rank For (You Don't) **High Priority Gaps** (High volume, achievable difficulty) | Keyword | Volume | Difficulty | Competitor | Their Position | |---------|--------|------------|------------|----------------| | [kw 1] | [vol] | [diff] | [comp] | [pos] | | [kw 2] | [vol] | [diff] | [comp] | [pos] | | [kw 3] | [vol] | [diff] | [comp] | [pos] | **Quick Win Gaps** (Lower volume, low difficulty) | Keyword | Volume | Difficulty | Competitor | Their Position | |---------|--------|------------|------------|----------------| | [kw 1] | [vol] | [diff] | [comp] | [pos] | **Long-term Gaps** (High volume, high difficulty) | Keyword | Volume | Difficulty | Competitor | Their Position | |---------|--------|------------|------------|----------------| | [kw 1] | [vol] | [diff] | [comp] | [pos] | ### Keyword Overlap AnalysisVenn Diagram Representation:You Competitor 1 ○ ○ / \ / \ / \ / \/ A \ B / C
/ \ /
○─────────○─────○─────────○ Competitor 2A: Keywords only you rank for: [X] B: Overlap with Comp 1: [X] C: Keywords all competitors share: [X] Gap: Keywords they all have, you don't: [X]**Unique Keywords (Your Advantage)**: | Keyword | Your Position | Volume | |---------|---------------|--------| | [kw] | [pos] | [vol] | -
Map Topic Gapsmarkdown
## Topic Gap Analysis ### Topic Coverage Comparison | Topic Area | You | Comp 1 | Comp 2 | Comp 3 | Gap? | |------------|-----|--------|--------|--------|------| | [Topic 1] | ✅ [X] | ✅ [X] | ✅ [X] | ✅ [X] | No | | [Topic 2] | ❌ 0 | ✅ [X] | ✅ [X] | ✅ [X] | **Yes** | | [Topic 3] | ✅ [X] | ✅ [X] | ❌ 0 | ✅ [X] | Partial | | [Topic 4] | ❌ 0 | ✅ [X] | ✅ [X] | ❌ 0 | **Yes** | ### Missing Topic Clusters #### Gap 1: [Topic Area] **Why it matters**: [Business relevance] **Competitor coverage**: [Who covers it and how] **Opportunity size**: [Traffic/keyword potential] **Sub-topics to cover**: 1. [Sub-topic] - [X] search volume 2. [Sub-topic] - [X] search volume 3. [Sub-topic] - [X] search volume **Recommended approach**: - Pillar content: [topic] - Cluster articles: [list] - Supporting content: [list] -
Identify Content Format Gapsmarkdown
## Content Format Gap Analysis ### Format Distribution Comparison | Format | You | Comp 1 | Comp 2 | Industry Avg | |--------|-----|--------|--------|--------------| | Long-form guides | [X] | [X] | [X] | [X] | | Tutorials | [X] | [X] | [X] | [X] | | Comparison posts | [X] | [X] | [X] | [X] | | Case studies | [X] | [X] | [X] | [X] | | Tools/calculators | [X] | [X] | [X] | [X] | | Templates | [X] | [X] | [X] | [X] | | Video content | [X] | [X] | [X] | [X] | | Infographics | [X] | [X] | [X] | [X] | | Original research | [X] | [X] | [X] | [X] | ### Format Gaps to Fill #### Gap: [Format Type] **Current state**: You have [X], competitors average [Y] **Best examples**: [Competitor content examples] **Opportunity**: [Description] **Effort to create**: [Low/Medium/High] **Expected impact**: [Low/Medium/High] **Recommended first project**: [Specific content idea] -
Analyze GEO/AI Gapsmarkdown
## GEO Content Gap Analysis ### AI-Answerable Topics Assessment **Topics where competitors get AI citations (you don't)**: | Topic | AI Cites | Why They're Cited | Your Gap | |-------|----------|-------------------|----------| | [topic 1] | [Comp] | [reason] | [what you need] | | [topic 2] | [Comp] | [reason] | [what you need] | ### GEO-Optimized Content Gaps **Missing Q&A Content**: | Question | Search Volume | Currently Answered By | |----------|---------------|----------------------| | [question] | [vol] | [competitor] | **Missing Definition/Explanation Content**: | Term | Search Volume | Best Current Source | |------|---------------|---------------------| | [term] | [vol] | [source] | **Missing Comparison Content**: | Comparison | Search Volume | Best Current Source | |------------|---------------|---------------------| | [A vs B] | [vol] | [source] | ### GEO Opportunity Score | Topic | Traditional SEO Value | GEO Value | Combined Priority | |-------|----------------------|-----------|-------------------| | [topic] | [score] | [score] | [priority] | -
Map to Audience Journeymarkdown
## Audience Journey Gap Analysis ### Funnel Stage Coverage | Stage | Your Content | Competitor Avg | Gap | |-------|--------------|----------------|-----| | Awareness | [X] articles | [X] articles | [+/-X] | | Consideration | [X] articles | [X] articles | [+/-X] | | Decision | [X] articles | [X] articles | [+/-X] | | Retention | [X] articles | [X] articles | [+/-X] | ### Journey Gap Details #### Awareness Stage Gaps - Missing: [topics/content] - Opportunity: [description] #### Consideration Stage Gaps - Missing: [topics/content] - Opportunity: [description] #### Decision Stage Gaps - Missing: [topics/content] - Opportunity: [description] -
Prioritize and Create Action Planmarkdown
# Content Gap Analysis Report ## Executive Summary **Analysis Date**: [Date] **Sites Analyzed**: [Your site] vs [Competitors] **Key Findings**: 1. [Most significant gap] 2. [Second significant gap] 3. [Third significant gap] **Total Opportunity**: - Keywords gaps identified: [X] - Estimated traffic opportunity: [X]/month - Quick wins available: [X] pieces --- ## Prioritized Gap List ### Tier 1: Quick Wins (Do Now) | Content to Create | Target Keyword | Volume | Difficulty | Impact | |-------------------|----------------|--------|------------|--------| | [Title idea] | [keyword] | [vol] | [diff] | High | | [Title idea] | [keyword] | [vol] | [diff] | High | **Why prioritize**: Low effort, immediate ranking potential ### Tier 2: Strategic Builds (This Quarter) | Content to Create | Target Keyword | Volume | Difficulty | Impact | |-------------------|----------------|--------|------------|--------| | [Title idea] | [keyword] | [vol] | [diff] | High | **Why prioritize**: High value, requires more resources ### Tier 3: Long-term Investments (This Year) | Content to Create | Target Keyword | Volume | Difficulty | Impact | |-------------------|----------------|--------|------------|--------| | [Title idea] | [keyword] | [vol] | [diff] | High | **Why prioritize**: Builds authority, competitive differentiator --- ## Content Calendar Recommendation ### Month 1 | Week | Content | Type | Target Keyword | Status | |------|---------|------|----------------|--------| | 1 | [Title] | [Type] | [Keyword] | Planned | | 2 | [Title] | [Type] | [Keyword] | Planned | | 3 | [Title] | [Type] | [Keyword] | Planned | | 4 | [Title] | [Type] | [Keyword] | Planned | ### Month 2 [Continue...] ### Month 3 [Continue...] --- ## Success Metrics Track these to measure gap-filling success: | Metric | Current | 3-Month Target | 6-Month Target | |--------|---------|----------------|----------------| | Keyword coverage | [X] | [X] | [X] | | Topic clusters complete | [X] | [X] | [X] | | Traffic from new content | [X] | [X] | [X] | | AI citations | [X] | [X] | [X] |
当用户请求内容缺口分析时:
-
定义分析范围明确参数:markdown
### 分析参数 **你的站点**:[URL] **待分析竞品**:[URLs 或 "帮我识别"] **主题聚焦**:[特定领域 或 "全部"] **内容类型**:[博客、指南、工具、视频 或 "全部"] **目标受众**:[目标受众群体] **业务目标**:[流量、线索、权威度等] -
审计你现有的内容markdown
## 你的内容清单 **总收录页面数**:[X] **按内容类型划分**: - 博客文章:[X] - 落地页:[X] - 资源页:[X] - 工具/计算器:[X] - 案例研究:[X] **按主题集群划分**: | 主题 | 文章数 | 排名关键词数 | 流量 | |-------|----------|------------------|---------| | [主题1] | [X] | [X] | [X] | | [主题2] | [X] | [X] | [X] | | [主题3] | [X] | [X] | [X] | **表现最佳的内容**: 1. [标题] - [流量] 访问量 - [关键词数] 个关键词 2. [标题] - [流量] 访问量 - [关键词数] 个关键词 3. [标题] - [流量] 访问量 - [关键词数] 个关键词 **内容优势**: - [优势1] - [优势2] **内容劣势**: - [劣势1] - [劣势2] -
分析竞品内容markdown
## 竞品内容分析 ### 竞品1:[名称/URL] **内容体量**:[X] 个页面 **月流量**:[X] 次访问 **内容分布**: | 类型 | 数量 | 预估流量 | |------|-------|--------------| | 博客文章 | [X] | [X] | | 指南 | [X] | [X] | | 工具 | [X] | [X] | | 视频 | [X] | [X] | **主题覆盖**: | 主题 | 文章数 | 你的覆盖情况 | |-------|----------|---------------| | [主题] | [X] | [X 或 "无"] | **他们拥有的独有内容**: 1. [内容项] - [流量] - [效果好的原因] 2. [内容项] - [流量] - [效果好的原因] [对每个竞品重复上述分析] -
识别关键词缺口markdown
## 关键词缺口分析 ### 竞品有排名但你无排名的关键词 **高优先级缺口**(搜索量高、难度可实现) | 关键词 | 搜索量 | 难度 | 竞品 | 他们的排名 | |---------|--------|------------|------------|----------------| | [关键词1] | [量] | [难度] | [竞品] | [排名] | | [关键词2] | [量] | [难度] | [竞品] | [排名] | | [关键词3] | [量] | [难度] | [竞品] | [排名] | **快速落地缺口**(搜索量较低、难度低) | 关键词 | 搜索量 | 难度 | 竞品 | 他们的排名 | |---------|--------|------------|------------|----------------| | [关键词1] | [量] | [难度] | [竞品] | [排名] | **长期缺口**(搜索量高、难度高) | 关键词 | 搜索量 | 难度 | 竞品 | 他们的排名 | |---------|--------|------------|------------|----------------| | [关键词1] | [量] | [难度] | [竞品] | [排名] | ### 关键词重叠分析维恩图展示:你 竞品1 ○ ○ / \ / \ / \ / \/ A \ B / C
/ \ /
○─────────○─────○─────────○ 竞品2A: 仅你有排名的关键词:[X] B: 与竞品1重叠的关键词:[X] C: 所有竞品共有的关键词:[X] 缺口:所有竞品都有但你没有的关键词:[X]**独有关键词(你的优势)**: | 关键词 | 你的排名 | 搜索量 | |---------|---------------|--------| | [关键词] | [排名] | [量] | -
映射主题缺口markdown
## 主题缺口分析 ### 主题覆盖对比 | 主题领域 | 你 | 竞品1 | 竞品2 | 竞品3 | 是否有缺口? | |------------|-----|--------|--------|--------|------| | [主题1] | ✅ [X] | ✅ [X] | ✅ [X] | ✅ [X] | 否 | | [主题2] | ❌ 0 | ✅ [X] | ✅ [X] | ✅ [X] | **是** | | [主题3] | ✅ [X] | ✅ [X] | ❌ 0 | ✅ [X] | 部分 | | [主题4] | ❌ 0 | ✅ [X] | ✅ [X] | ❌ 0 | **是** | ### 缺失的主题集群 #### 缺口1:[主题领域] **重要性**:[业务相关性] **竞品覆盖情况**:[哪些竞品覆盖、覆盖方式] **机会规模**:[流量/关键词潜力] **待覆盖的子主题**: 1. [子主题] - [X] 搜索量 2. [子主题] - [X] 搜索量 3. [子主题] - [X] 搜索量 **推荐方案**: - 支柱内容:[主题] - 集群文章:[列表] - 支撑内容:[列表] -
识别内容格式缺口markdown
## 内容格式缺口分析 ### 格式分布对比 | 格式 | 你 | 竞品1 | 竞品2 | 行业平均 | |--------|-----|--------|--------|--------------| | 长文指南 | [X] | [X] | [X] | [X] | | 教程 | [X] | [X] | [X] | [X] | | 对比文章 | [X] | [X] | [X] | [X] | | 案例研究 | [X] | [X] | [X] | [X] | | 工具/计算器 | [X] | [X] | [X] | [X] | | 模板 | [X] | [X] | [X] | [X] | | 视频内容 | [X] | [X] | [X] | [X] | | 信息图 | [X] | [X] | [X] | [X] | | 原创研究 | [X] | [X] | [X] | [X] | ### 待填补的格式缺口 #### 缺口:[格式类型] **当前状态**:你有[X]个,竞品平均有[Y]个 **最佳案例**:[竞品内容示例] **机会**:[描述] **创作投入**:[低/中/高] **预期影响**:[低/中/高] **推荐首个项目**: [具体内容创意] -
分析GEO/AI缺口markdown
## GEO内容缺口分析 ### AI可回答主题评估 **竞品获得AI引用但你未获得的主题**: | 主题 | AI引用方 | 被引用原因 | 你的缺口 | |-------|----------|-------------------|----------| | [主题1] | [竞品] | [原因] | [你需要补充的内容] | | [主题2] | [竞品] | [原因] | [你需要补充的内容] | ### GEO优化内容缺口 **缺失的问答内容**: | 问题 | 搜索量 | 当前回答方 | |----------|---------------|----------------------| | [问题] | [量] | [竞品] | **缺失的定义/解释内容**: | 术语 | 搜索量 | 当前最佳来源 | |------|---------------|---------------------| | [术语] | [量] | [来源] | **缺失的对比内容**: | 对比项 | 搜索量 | 当前最佳来源 | |------------|---------------|---------------------| | [A vs B] | [量] | [来源] | ### GEO机会评分 | 主题 | 传统SEO价值 | GEO价值 | 综合优先级 | |-------|----------------------|-----------|-------------------| | [主题] | [得分] | [得分] | [优先级] | -
映射受众旅程markdown
## 受众旅程缺口分析 ### 漏斗阶段覆盖情况 | 阶段 | 你的内容数 | 竞品平均 | 缺口 | |-------|--------------|----------------|-----| | 认知期 | [X] 篇文章 | [X] 篇文章 | [+/-X] | | 考虑期 | [X] 篇文章 | [X] 篇文章 | [+/-X] | | 决策期 | [X] 篇文章 | [X] 篇文章 | [+/-X] | | 留存期 | [X] 篇文章 | [X] 篇文章 | [+/-X] | ### 旅程缺口详情 #### 认知期缺口 - 缺失:[主题/内容] - 机会:[描述] #### 考虑期缺口 - 缺失:[主题/内容] - 机会:[描述] #### 决策期缺口 - 缺失:[主题/内容] - 机会:[描述] -
优先级排序并制定行动方案markdown
# 内容缺口分析报告 ## 执行摘要 **分析日期**:[日期] **分析站点**:[你的站点] vs [竞品列表] **核心发现**: 1. [最显著的缺口] 2. [第二显著的缺口] 3. [第三显著的缺口] **总机会**: - 识别到的关键词缺口:[X] - 预估流量机会:[X]/月 - 可快速落地的内容:[X] 篇 --- ## 优先级缺口列表 ### 一级:快速落地(立即执行) | 待创作内容 | 目标关键词 | 搜索量 | 难度 | 影响 | |-------------------|----------------|--------|------------|--------| | [标题创意] | [关键词] | [量] | [难度] | 高 | | [标题创意] | [关键词] | [量] | [难度] | 高 | **优先级理由**:投入低,可快速获得排名 ### 二级:战略建设(本季度执行) | 待创作内容 | 目标关键词 | 搜索量 | 难度 | 影响 | |-------------------|----------------|--------|------------|--------| | [标题创意] | [关键词] | [量] | [难度] | 高 | **优先级理由**:价值高,需要更多资源 ### 三级:长期投资(本年度执行) | 待创作内容 | 目标关键词 | 搜索量 | 难度 | 影响 | |-------------------|----------------|--------|------------|--------| | [标题创意] | [关键词] | [量] | [难度] | 高 | **优先级理由**:构建权威度,形成竞争差异化 --- ## 内容日历推荐 ### 第1个月 | 周 | 内容 | 类型 | 目标关键词 | 状态 | |------|---------|------|----------------|--------| | 1 | [标题] | [类型] | [关键词] | 已规划 | | 2 | [标题] | [类型] | [关键词] | 已规划 | | 3 | [标题] | [类型] | [关键词] | 已规划 | | 4 | [标题] | [类型] | [关键词] | 已规划 | ### 第2个月 [继续...] ### 第3个月 [继续...] --- ## 成功指标 跟踪以下指标衡量缺口填补效果: | 指标 | 当前值 | 3个月目标 | 6个月目标 | |--------|---------|----------------|----------------| | 关键词覆盖数 | [X] | [X] | [X] | | 完成的主题集群数 | [X] | [X] | [X] | | 新内容带来的流量 | [X] | [X] | [X] | | AI引用数 | [X] | [X] | [X] |
Validation Checkpoints
验证检查点
Input Validation
输入验证
- Your content inventory is complete or representative sample provided
- Competitor URLs identified (minimum 2-3 competitors)
- Analysis scope defined (specific topics or comprehensive)
- Business goals and priorities clarified
- 你的内容清单完整,或提供了代表性样本
- 已确定竞品URL(至少2-3个竞品)
- 已定义分析范围(特定主题或全面分析)
- 已明确业务目标和优先级
Output Validation
输出验证
- Every recommendation cites specific data points (not generic advice)
- Gap analysis compares like-to-like content (topic clusters to topic clusters)
- Priority scoring based on measurable criteria (volume, difficulty, business fit)
- Content calendar maps gaps to realistic timeframes
- Source of each data point clearly stated (~~SEO tool data, ~~analytics data, ~~AI monitor data, user-provided, or estimated)
- 每条建议都有具体数据支撑(非通用建议)
- 缺口分析为同类内容对比(主题集群与主题集群对比)
- 优先级评分基于可衡量的标准(搜索量、难度、业务匹配度)
- 内容日历将缺口对应到合理的时间范围
- 每个数据点的来源都明确标注(~~SEO工具数据、~~analytics数据、~~AI monitor数据、用户提供、或估算)
Example
示例
User: "Find content gaps for my SaaS marketing blog compared to HubSpot and Drift"
Output:
markdown
undefined用户:「查找我的SaaS营销博客与HubSpot、Drift相比的内容缺口」
输出:
markdown
undefinedContent Gap Analysis: SaaS Marketing Blog
内容缺口分析:SaaS营销博客
Executive Summary
执行摘要
Compared to HubSpot and Drift, your blog has significant gaps in:
- Interactive tools - They have 15+, you have 0
- Comparison content - Missing "[Your Tool] vs [Competitor]" pages
- GEO-optimized definitions - No glossary or term definitions
Total opportunity: ~25,000 monthly visits from 45 keyword gaps
与HubSpot和Drift相比,你的博客存在以下显著缺口:
- 互动工具 - 他们有15+个,你有0个
- 对比内容 - 缺失「[你的工具] vs [竞品]」页面
- GEO优化定义内容 - 没有术语表或术语定义内容
总机会:45个关键词缺口可带来约25000次月访问量
Top Keyword Gaps
top关键词缺口
Quick Wins (Difficulty <40)
快速落地(难度<40)
| Keyword | Volume | Difficulty | Who Ranks |
|---|---|---|---|
| saas marketing metrics | 1,200 | 32 | HubSpot #3 |
| b2b email sequences | 890 | 28 | Drift #5 |
| saas onboarding emails | 720 | 25 | Neither! |
| marketing qualified lead definition | 1,800 | 35 | HubSpot #1 |
| 关键词 | 搜索量 | 难度 | 排名方 |
|---|---|---|---|
| saas marketing metrics | 1200 | 32 | HubSpot #3 |
| b2b email sequences | 890 | 28 | Drift #5 |
| saas onboarding emails | 720 | 25 | 无! |
| marketing qualified lead definition | 1800 | 35 | HubSpot #1 |
Content Format Gaps
内容格式缺口
You're missing:
- Interactive ROI calculator (HubSpot gets 15k visits/mo from theirs)
- Email template library (Drift's gets 8k visits/mo)
- Marketing glossary (HubSpot's definition pages rank for 500+ keywords)
你缺失的内容:
- 互动ROI计算器(HubSpot的计算器每月获得15000次访问)
- 邮件模板库(Drift的模板库每月获得8000次访问)
- 营销术语表(HubSpot的定义页面排名覆盖500+关键词)
Recommended Content Calendar
推荐内容日历
Week 1: "SaaS Marketing Metrics: Complete Guide" (Quick win)
Week 2: "What is a Marketing Qualified Lead?" (GEO opportunity)
Week 3: "B2B Email Sequence Templates" (Format gap)
Week 4: "[Your Tool] vs HubSpot" (Comparison gap)
undefined第1周:《SaaS营销指标:完整指南》(快速落地)
第2周:《什么是营销合格线索?》(GEO机会)
第3周:《B2B邮件序列模板》(格式缺口)
第4周:《[你的工具] vs HubSpot》(对比缺口)
undefinedAdvanced Analysis
进阶分析
Competitive Cluster Comparison
竞争集群对比
Compare our topic cluster coverage for [topic] vs top 5 competitorsCompare our topic cluster coverage for [topic] vs top 5 competitorsTemporal Gap Analysis
时间维度缺口分析
What content have competitors published in the last 6 months that we haven't covered?What content have competitors published in the last 6 months that we haven't covered?Intent-Based Gaps
基于意图的缺口分析
Find gaps in our [commercial/informational] intent contentFind gaps in our [commercial/informational] intent contentTips for Success
成功提示
- Focus on actionable gaps - Not all gaps are worth filling
- Consider your resources - Prioritize based on ability to execute
- Quality over quantity - Better to fill 5 gaps well than 20 poorly
- Track what works - Measure gap-filling success
- Update regularly - Gaps change as competitors publish
- Include GEO opportunities - Don't just optimize for traditional search
- 聚焦可落地的缺口 - 不是所有缺口都值得填补
- 考虑你的资源情况 - 根据执行能力确定优先级
- 质量优先于数量 - 优质填补5个缺口远好于粗糙填补20个
- 跟踪效果 - 衡量缺口填补的成功度
- 定期更新 - 缺口会随着竞品发布内容而变化
- 包含GEO机会 - 不要仅为传统搜索优化
Content Audit Comparison Framework
内容审计对比框架
Content Coverage Matrix
内容覆盖矩阵
Map content coverage across competitors by topic and format:
| Topic/Theme | Your Content | Competitor A | Competitor B | Gap? | Priority |
|---|---|---|---|---|---|
| [Topic 1] | Blog post | Blog series, webinar | Nothing | Opp for B | High |
| [Topic 2] | Nothing | Whitepaper | Blog, video | Gap for you | High |
| [Topic 3] | Case study | Nothing | Case study | Parity | Low |
按主题和格式映射跨竞品的内容覆盖情况:
| 主题/方向 | 你的内容 | 竞品A | 竞品B | 是否有缺口? | 优先级 |
|---|---|---|---|---|---|
| [主题1] | 博客文章 | 博客系列、网络研讨会 | 无 | 对B来说是机会 | 高 |
| [主题2] | 无 | 白皮书 | 博客、视频 | 你的缺口 | 高 |
| [主题3] | 案例研究 | 无 | 案例研究 | 持平 | 低 |
Content Type Coverage Matrix
内容类型覆盖矩阵
| Content Format | You | Comp A | Comp B | Comp C | Market Expectation |
|---|---|---|---|---|---|
| Blog posts | ✅ | ✅ | ✅ | ✅ | Table stakes |
| How-to guides | ✅ | ✅ | ❌ | ✅ | Expected |
| Video content | ❌ | ✅ | ✅ | ✅ | Growing expectation |
| Interactive tools | ❌ | ❌ | ❌ | ✅ | Differentiator |
| Research/data | ❌ | ✅ | ❌ | ❌ | High-value linkbait |
| Templates/downloads | ✅ | ❌ | ✅ | ❌ | Lead generation |
| Podcasts | ❌ | ❌ | ✅ | ❌ | Emerging |
| Comparison pages | ✅ | ✅ | ✅ | ❌ | Commercial intent |
| 内容格式 | 你 | 竞品A | 竞品B | 竞品C | 市场预期 |
|---|---|---|---|---|---|
| 博客文章 | ✅ | ✅ | ✅ | ✅ | 基础要求 |
| 操作指南 | ✅ | ✅ | ❌ | ✅ | 预期要求 |
| 视频内容 | ❌ | ✅ | ✅ | ✅ | 预期持续提升 |
| 互动工具 | ❌ | ❌ | ❌ | ✅ | 差异化优势 |
| 研究/数据内容 | ❌ | ✅ | ❌ | ❌ | 高价值外链诱饵 |
| 模板/可下载资源 | ✅ | ❌ | ✅ | ❌ | 线索获取工具 |
| 播客 | ❌ | ❌ | ✅ | ❌ | 新兴形式 |
| 对比页面 | ✅ | ✅ | ✅ | ❌ | 商业意图需求 |
Funnel Stage Gap Analysis
漏斗阶段缺口分析
Content Funnel Mapping
内容漏斗映射
| Funnel Stage | Content Purpose | Expected Formats | Gap Signals |
|---|---|---|---|
| Awareness | Attract new visitors | Blog, social, video, PR | Low organic traffic, low brand searches |
| Consideration | Educate and engage | Guides, comparisons, webinars | High bounce rate, low pages/session |
| Decision | Convert visitors | Case studies, pricing, demos, trials | Low conversion rate |
| Retention | Keep customers | Help docs, email sequences, community | High churn, low engagement |
| Advocacy | Turn customers to promoters | Review programs, referral content | Low referral traffic |
| 漏斗阶段 | 内容目的 | 预期格式 | 缺口信号 |
|---|---|---|---|
| 认知期 | 吸引新访客 | 博客、社交内容、视频、PR | 自然流量低、品牌搜索量低 |
| 考虑期 | 教育和吸引用户 | 指南、对比内容、网络研讨会 | 跳出率高、单用户访问页面数低 |
| 决策期 | 转化访客 | 案例研究、定价页、演示、试用 | 转化率低 |
| 留存期 | 留存客户 | 帮助文档、邮件序列、社区 | churn率高、参与度低 |
| advocacy期 | 将客户转化为推广者 | 评价项目、推荐内容 | 推荐流量低 |
Gap Prioritization Scoring
缺口优先级评分
Impact x Effort Matrix
影响x投入矩阵
Score each gap 1-5 on both dimensions:
| Impact Factor | Weight | How to Assess |
|---|---|---|
| Search demand | 30% | Keyword volume for gap topic |
| Competitive density | 25% | How many competitors cover this? |
| Business relevance | 25% | How close to your core offering? |
| Funnel stage need | 20% | Which funnel stages are weakest? |
Priority = High Impact + Low Effort first
每个缺口按两个维度1-5分评分:
| 影响因子 | 权重 | 评估方式 |
|---|---|---|
| 搜索需求 | 30% | 缺口主题的关键词搜索量 |
| 竞争密度 | 25% | 有多少竞品覆盖了该主题? |
| 业务相关性 | 25% | 与你的核心产品的关联度? |
| 漏斗阶段需求 | 20% | 哪些漏斗阶段最薄弱? |
优先级:优先处理高影响+低投入的缺口
Reference Materials
参考资料
- Gap Analysis Frameworks — Content audit templates, funnel mapping, and gap prioritization methodologies
- 缺口分析框架 — 内容审计模板、漏斗映射和缺口优先级排序方法论
Related Skills
相关技能
- keyword-research — Deep-dive on gap keywords
- competitor-analysis — Understand competitor strategies
- seo-content-writer — Create gap-filling content
- content-refresher — Refresh existing content to fill identified gaps
- internal-linking-optimizer — Identify and fix internal linking gaps
- backlink-analyzer — Analyze link gap opportunities
- memory-management — Track content gaps over time
- keyword-research — 深入挖掘缺口关键词
- competitor-analysis — 了解竞品策略
- seo-content-writer — 创作填补缺口的内容
- content-refresher — 更新现有内容填补已识别的缺口
- internal-linking-optimizer — 识别并修复内链缺口
- backlink-analyzer — 分析链接缺口机会
- memory-management — 长期跟踪内容缺口