serp-analysis
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ChineseSERP Analysis
SERP分析
This skill analyzes Search Engine Results Pages to reveal what's working for ranking content, which SERP features appear, and what triggers AI-generated answers. Understand the battlefield before creating content.
本Skill分析搜索引擎结果页面(SERPs),揭示哪些因素有助于内容排名、会出现哪些SERP功能,以及触发AI生成答案的条件。在创建内容前先了解这个“战场”。
When to Use This Skill
何时使用本Skill
- Before creating content for a target keyword
- Understanding why certain pages rank #1
- Identifying SERP feature opportunities (featured snippets, PAA)
- Analyzing AI Overview/SGE patterns
- Evaluating keyword difficulty more accurately
- Planning content format based on what ranks
- Identifying ranking factors for specific queries
- 在为目标关键词创建内容之前
- 理解某些页面为何能排名第一
- 识别SERP功能机会(精选摘要、PAA)
- 分析AI概览/SGE模式
- 更准确地评估关键词难度
- 根据排名内容规划内容格式
- 识别特定查询的排名因素
What This Skill Does
本Skill的功能
- SERP Composition Analysis: Maps what appears on the results page
- Ranking Factor Identification: Reveals why top results rank
- SERP Feature Mapping: Identifies featured snippets, PAA, knowledge panels
- AI Overview Analysis: Examines when and how AI answers appear
- Intent Signal Detection: Confirms user intent from SERP composition
- Content Format Recommendations: Suggests optimal format based on SERP
- Difficulty Assessment: Evaluates realistic ranking potential
- SERP构成分析:绘制结果页面上的所有元素
- 排名因素识别:揭示顶级结果排名靠前的原因
- SERP功能映射:识别精选摘要、PAA、知识面板等
- AI概览分析:研究AI答案出现的时间和方式
- 意图信号检测:通过SERP构成确认用户意图
- 内容格式建议:根据SERP建议最佳内容格式
- 难度评估:评估实际的排名潜力
How to Use
使用方法
Basic SERP Analysis
基础SERP分析
Analyze the SERP for [keyword]What does it take to rank for [keyword]?Analyze the SERP for [keyword]What does it take to rank for [keyword]?Feature-Specific Analysis
特定功能分析
Analyze featured snippet opportunities for [keyword list]Which of these keywords trigger AI Overviews? [keyword list]Analyze featured snippet opportunities for [keyword list]Which of these keywords trigger AI Overviews? [keyword list]Competitive SERP Analysis
竞争性SERP分析
Why does [URL] rank #1 for [keyword]?Why does [URL] rank #1 for [keyword]?Instructions
操作说明
When a user requests SERP analysis:
-
Understand the QueryClarify if needed:
- Target keyword(s) to analyze
- Search location/language
- Device type (mobile/desktop)
- Specific questions about the SERP
-
Map SERP CompositionDocument all elements appearing:markdown
## SERP Analysis: "[keyword]" **Search Details** - Keyword: [keyword] - Location: [location] - Device: [mobile/desktop] - Date: [date] ### SERP Layout Overview┌─────────────────────────────────────────┐ │ [AI Overview / SGE] (if present) │ ├─────────────────────────────────────────┤ │ [Ads] - [X] ads above fold │ ├─────────────────────────────────────────┤ │ [Featured Snippet] (if present) │ ├─────────────────────────────────────────┤ │ [Organic Result #1] │ │ [Organic Result #2] │ │ [People Also Ask] (if present) │ │ [Organic Result #3] │ │ ... │ ├─────────────────────────────────────────┤ │ [Related Searches] │ └─────────────────────────────────────────┘### SERP Features Present | Feature | Present | Position | Opportunity | |---------|---------|----------|-------------| | AI Overview | Yes/No | Top | [analysis] | | Featured Snippet | Yes/No | [pos] | [analysis] | | People Also Ask | Yes/No | [pos] | [analysis] | | Knowledge Panel | Yes/No | Right | [analysis] | | Image Pack | Yes/No | [pos] | [analysis] | | Video Results | Yes/No | [pos] | [analysis] | | Local Pack | Yes/No | [pos] | [analysis] | | Shopping Results | Yes/No | [pos] | [analysis] | | News Results | Yes/No | [pos] | [analysis] | | Sitelinks | Yes/No | [pos] | [analysis] | -
Analyze Top Ranking PagesFor top 10 results:markdown
### Top 10 Organic Results Analysis #### Position #1: [Title] **URL**: [url] **Domain**: [domain] **Domain Authority**: [DA] **Content Analysis**: - Type: [Blog/Product/Guide/etc.] - Word Count: [X] words - Publish Date: [date] - Last Updated: [date] **On-Page Factors**: - Title: [exact title] - Title contains keyword: Yes/No - Meta description: [description] - H1: [heading] - URL structure: [clean/keyword-rich/etc.] **Content Structure**: - Headings (H2s): [list key sections] - Media: [X] images, [X] videos - Tables/Lists: Yes/No - FAQ section: Yes/No **Estimated Metrics**: - Page backlinks: [X] - Referring domains: [X] - Social shares: [X] **Why It Ranks #1**: 1. [Factor 1] 2. [Factor 2] 3. [Factor 3] [Repeat for positions #2-10] -
Identify Ranking Patternsmarkdown
### Ranking Patterns Analysis **Common Characteristics of Top 5 Results**: | Factor | Avg/Common Value | Importance | |--------|-----------------|------------| | Word Count | [X] words | High/Med/Low | | Domain Authority | [X] | High/Med/Low | | Page Backlinks | [X] | High/Med/Low | | Content Freshness | [timeframe] | High/Med/Low | | HTTPS | [X]% | High/Med/Low | | Mobile Optimized | [X]% | High/Med/Low | **Content Format Distribution**: - How-to guides: [X]/10 - Listicles: [X]/10 - In-depth articles: [X]/10 - Product pages: [X]/10 - Other: [X]/10 **Domain Type Distribution**: - Brand/Company sites: [X]/10 - Media/News sites: [X]/10 - Niche blogs: [X]/10 - Aggregators: [X]/10 **Key Success Factors Identified**: 1. **[Factor 1]**: [Explanation + evidence] 2. **[Factor 2]**: [Explanation + evidence] 3. **[Factor 3]**: [Explanation + evidence] -
Analyze SERP Featuresmarkdown
### Featured Snippet Analysis **Current Snippet Holder**: [URL] **Snippet Type**: [Paragraph/List/Table/Video] **Snippet Content**: > [Exact text/description of snippet] **How to Win This Snippet**: 1. [Strategy based on current snippet] 2. [Content format recommendation] 3. [Structure recommendation] --- ### People Also Ask (PAA) Analysis **Questions Appearing**: 1. [Question 1] → Currently answered by: [URL] 2. [Question 2] → Currently answered by: [URL] 3. [Question 3] → Currently answered by: [URL] 4. [Question 4] → Currently answered by: [URL] **PAA Optimization Strategy**: - Include these questions as H2/H3 headings - Provide direct, concise answers (40-60 words) - Use FAQ schema markup --- ### AI Overview Analysis **AI Overview Present**: Yes/No **AI Overview Type**: [Summary/List/Comparison/etc.] **Sources Cited in AI Overview**: 1. [Source 1] - [Why cited] 2. [Source 2] - [Why cited] 3. [Source 3] - [Why cited] **AI Overview Content Patterns**: - Pulls definitions from: [source type] - Lists information as: [format] - Cites statistics from: [source type] **How to Get Cited in AI Overview**: 1. [Specific recommendation] 2. [Specific recommendation] 3. [Specific recommendation] -
Determine Search Intentmarkdown
### Search Intent Analysis **Primary Intent**: [Informational/Commercial/Transactional/Navigational] **Evidence**: - SERP features suggest: [analysis] - Top results are: [content types] - User likely wants: [description] **Intent Breakdown**: - Informational signals: [X]% - Commercial signals: [X]% - Transactional signals: [X]% **Content Format Implication**: Based on intent, your content should: - Format: [recommendation] - Tone: [recommendation] - CTA: [recommendation] -
Calculate True Difficultymarkdown
### Difficulty Assessment **Overall Difficulty Score**: [X]/100 **Difficulty Factors**: | Factor | Score | Weight | Impact | |--------|-------|--------|--------| | Top 10 Domain Authority | [avg] | 25% | [High/Med/Low] | | Top 10 Page Authority | [avg] | 20% | [High/Med/Low] | | Backlinks Required | [est.] | 20% | [High/Med/Low] | | Content Quality Bar | [rating] | 20% | [High/Med/Low] | | SERP Stability | [rating] | 15% | [High/Med/Low] | **Realistic Assessment**: - **New site (DA <20)**: [Can rank?] [Timeframe] - **Growing site (DA 20-40)**: [Can rank?] [Timeframe] - **Established site (DA 40+)**: [Can rank?] [Timeframe] **Easier Alternatives**: If too difficult, consider: - [Alternative keyword 1] - Difficulty: [X] - [Alternative keyword 2] - Difficulty: [X] -
Generate Recommendationsmarkdown
## SERP Analysis Summary & Recommendations ### Key Findings 1. [Most important finding] 2. [Second important finding] 3. [Third important finding] ### Content Requirements to Rank To compete for "[keyword]", you need: **Minimum Requirements**: - [ ] Word count: [X]+ words - [ ] Backlinks: [X]+ referring domains - [ ] Domain Authority: [X]+ - [ ] Content format: [type] - [ ] Include: [specific elements] **Differentiators to Win**: - [ ] [Unique angle from analysis] - [ ] [Missing element in current results] - [ ] [SERP feature opportunity] ### SERP Feature Strategy | Feature | Winnable? | Strategy | |---------|-----------|----------| | Featured Snippet | Yes/No | [strategy] | | PAA | Yes/No | [strategy] | | AI Overview | Yes/No | [strategy] | ### Recommended Content Outline Based on SERP analysis:Title: [Optimized title]H1: [Main heading][Introduction - address intent immediately]H2: [Section based on PAA/top results] H2: [Section based on PAA/top results] H2: [Section based on PAA/top results][FAQ section for PAA optimization][Conclusion with CTA]### Next Steps 1. [Immediate action] 2. [Content creation action] 3. [Optimization action]
当用户请求SERP分析时:
-
理解用户查询如有需要,确认以下信息:
- 要分析的目标关键词
- 搜索位置/语言
- 设备类型(移动/桌面)
- 关于SERP的具体问题
-
绘制SERP构成记录页面上出现的所有元素:markdown
## SERP分析: "[keyword]" **搜索详情** - 关键词: [keyword] - 位置: [location] - 设备: [移动/desktop] - 日期: [date] ### SERP布局概览┌─────────────────────────────────────────┐ │ [AI Overview / SGE] (if present) │ ├─────────────────────────────────────────┤ │ [广告] - [X] ads above fold │ ├─────────────────────────────────────────┤ │ [Featured Snippet] (if present) │ ├─────────────────────────────────────────┤ │ [自然结果第1位] │ │ [自然结果第2位] │ │ [People Also Ask] (if present) │ │ [自然结果第3位] │ │ ... │ ├─────────────────────────────────────────┤ │ [相关搜索] │ └─────────────────────────────────────────┘### 存在的SERP功能 | 功能 | 是否存在 | 位置 | 机会分析 | |---------|---------|----------|-------------| | AI Overview | 是/否 | 顶部 | [分析] | | Featured Snippet | 是/否 | [位置] | [分析] | | People Also Ask | 是/否 | [位置] | [分析] | | 知识面板 | 是/否 | 右侧 | [分析] | | 图片包 | 是/否 | [位置] | [分析] | | 视频结果 | 是/否 | [位置] | [分析] | | 本地包 | 是/否 | [位置] | [分析] | | 购物结果 | 是/否 | [位置] | [分析] | | 新闻结果 | 是/否 | [位置] | [分析] | | 站点链接 | 是/否 | [位置] | [分析] | -
分析顶级排名页面针对前10个结果:markdown
### 前10个自然结果分析 #### 第1位: [标题] **URL**: [url] **域名**: [domain] **Domain Authority**: [DA] **内容分析**: - 类型: [博客/产品/指南/etc.] - 字数: [X] words - 发布日期: [date] - 最后更新: [date] **页面内因素**: - 标题: [完整标题] - 标题包含关键词: 是/否 - 元描述: [description] - H1: [主标题] - URL结构: [简洁/含关键词/etc.] **内容结构**: - 二级标题(H2s): [列出关键章节] - 媒体: [X] 图片, [X] 视频 - 表格/列表: 是/否 - FAQ章节: 是/否 **预估指标**: - 页面反向链接: [X] - 引用域名: [X] - 社交分享: [X] **为何排名第一**: 1. [因素1] 2. [因素2] 3. [因素3] [重复第2-10位的分析] -
识别排名模式markdown
### 排名模式分析 **前5个结果的共同特征**: | 因素 | 平均/常见值 | 重要性 | |--------|-----------------|------------| | 字数 | [X] words | 高/中/低 | | Domain Authority | [X] | 高/中/低 | | 页面反向链接 | [X] | 高/中/低 | | 内容新鲜度 | [时间范围] | 高/中/低 | | HTTPS | [X]% | 高/中/低 | | 移动端优化 | [X]% | 高/中/低 | **内容格式分布**: - 操作指南: [X]/10 - 清单文: [X]/10 - 深度文章: [X]/10 - 产品页面: [X]/10 - 其他: [X]/10 **域名类型分布**: - 品牌/企业站点: [X]/10 - 媒体/新闻站点: [X]/10 - 垂直博客: [X]/10 - 聚合站点: [X]/10 **已识别的关键成功因素**: 1. **[因素1]**: [说明 + 证据] 2. **[因素2]**: [说明 + 证据] 3. **[因素3]**: [说明 + 证据] -
分析SERP功能markdown
### 精选摘要分析 **当前摘要持有者**: [URL] **摘要类型**: [Paragraph/List/Table/Video] **摘要内容**: > [Exact text/description of snippet] **如何获得该摘要**: 1. [基于当前摘要的策略] 2. [内容格式建议] 3. [结构建议] --- ### 相关问题(PAA)分析 **出现的问题**: 1. [问题1] → 当前由: [URL] 回答 2. [问题2] → 当前由: [URL] 回答 3. [问题3] → 当前由: [URL] 回答 4. [问题4] → 当前由: [URL] 回答 **PAA优化策略**: - 将这些问题作为H2/H3标题 - 提供直接、简洁的答案(40-60字) - 使用FAQ schema标记 --- ### AI概览分析 **是否存在AI概览**: 是/否 **AI概览类型**: [Summary/List/Comparison/etc.] **AI概览中引用的来源**: 1. [来源1] - [引用原因] 2. [来源2] - [引用原因] 3. [来源3] - [引用原因] **AI概览内容模式**: - 从以下来源提取定义: [来源类型] - 以以下格式列出信息: [格式] - 从以下来源引用统计数据: [来源类型] **如何被AI概览引用**: 1. [具体建议] 2. [具体建议] 3. [具体建议] -
确定搜索意图markdown
### 搜索意图分析 **主要意图**: [信息型/商业型/交易型/导航型] **证据**: - SERP功能表明: [分析] - 顶级结果是: [内容类型] - 用户可能想要: [描述] **意图细分**: - 信息型信号: [X]% - 商业型信号: [X]% - 交易型信号: [X]% **内容格式启示**: 基于意图, 你的内容应该: - 格式: [建议] - 语气: [建议] - 行动号召(CTA): [建议] -
计算真实难度markdown
### 难度评估 **总体难度得分**: [X]/100 **难度因素**: | 因素 | 得分 | 权重 | 影响 | |--------|-------|--------|--------| | 前10个结果的Domain Authority | [avg] | 25% | [高/中/低] | | 前10个结果的Page Authority | [avg] | 20% | [高/中/低] | | 所需反向链接数 | [预估] | 20% | [高/中/低] | | 内容质量门槛 | [评分] | 20% | [高/中/低] | | SERP稳定性 | [评分] | 15% | [高/中/低] | **实际评估**: - **新站点(DA <20)**: [能否排名?] [时间周期] - **成长中站点(DA 20-40)**: [能否排名?] [时间周期] - **成熟站点(DA 40+)**: [能否排名?] [时间周期] **更简单的替代方案**: 如果难度太高, 考虑: - [替代关键词1] - 难度: [X] - [替代关键词2] - 难度: [X] -
生成建议markdown
## SERP分析总结与建议 ### 关键发现 1. [最重要的发现] 2. [第二重要的发现] 3. [第三重要的发现] ### 排名所需的内容要求 要竞争"[keyword]"的排名, 你需要: **最低要求**: - [ ] 字数: [X]+ words - [ ] 反向链接: [X]+ 引用域名 - [ ] Domain Authority: [X]+ - [ ] 内容格式: [类型] - [ ] 包含: [特定元素] **制胜差异化因素**: - [ ] [从分析中得出的独特角度] - [ ] [当前结果中缺失的元素] - [ ] [SERP功能机会] ### SERP功能策略 | 功能 | 是否可获得? | 策略 | |---------|-----------|----------| | Featured Snippet | 是/否 | [策略] | | PAA | 是/否 | [策略] | | AI Overview | 是/否 | [策略] | ### 推荐的内容大纲 基于SERP分析:标题: [优化后的标题]H1: [主标题][引言 - 直接回应用户意图]H2: [基于PAA/顶级结果的章节] H2: [基于PAA/顶级结果的章节] H2: [基于PAA/顶级结果的章节][用于PAA优化的FAQ章节][带行动号召的结论]### 下一步行动 1. [立即执行的行动] 2. [内容创建行动] 3. [优化行动]
Example
示例
User: "Analyze the SERP for 'how to start a podcast'"
Output:
markdown
undefined用户: "Analyze the SERP for 'how to start a podcast'"
输出:
markdown
undefinedSERP Analysis: "how to start a podcast"
SERP分析: "how to start a podcast"
SERP Overview
SERP概览
Intent: Informational (100%)
Difficulty: 72/100 (High)
AI Overview: Yes - comprehensive guide format
意图: 信息型(100%)
难度: 72/100 (高)
AI Overview: 是 - 综合指南格式
SERP Features Present
存在的SERP功能
| Feature | Present | Analysis |
|---|---|---|
| AI Overview | ✅ | Lists steps, cites 3 sources |
| Featured Snippet | ✅ | Step-by-step list from Buzzsprout |
| People Also Ask | ✅ | 4 questions visible, expandable |
| Video Results | ✅ | 3 YouTube videos mid-page |
| Image Pack | ❌ |
| 功能 | 是否存在 | 分析 |
|---|---|---|
| AI Overview | ✅ | 列出步骤, 引用3个来源 |
| Featured Snippet | ✅ | 来自Buzzsprout的分步列表 |
| People Also Ask | ✅ | 显示4个问题, 可展开 |
| 视频结果 | ✅ | 页面中部有3个YouTube视频 |
| 图片包 | ❌ |
Top 5 Results Analysis
前5个结果分析
| Pos | Domain | DA | Word Count | Format | Backlinks |
|---|---|---|---|---|---|
| 1 | Buzzsprout | 71 | 8,500 | Ultimate Guide | 2,400 |
| 2 | Spotify | 93 | 3,200 | How-to Guide | 890 |
| 3 | Podcastinsights | 58 | 12,000 | Mega Guide | 1,800 |
| 4 | Transistor | 62 | 5,500 | Tutorial | 720 |
| 5 | HubSpot | 91 | 6,200 | Complete Guide | 1,100 |
| 排名 | 域名 | DA | 字数 | 格式 | 反向链接 |
|---|---|---|---|---|---|
| 1 | Buzzsprout | 71 | 8,500 | 终极指南 | 2,400 |
| 2 | Spotify | 93 | 3,200 | 操作指南 | 890 |
| 3 | Podcastinsights | 58 | 12,000 | 超级指南 | 1,800 |
| 4 | Transistor | 62 | 5,500 | 教程 | 720 |
| 5 | HubSpot | 91 | 6,200 | 完整指南 | 1,100 |
Why #1 Ranks First
为何第1位排名第一
Buzzsprout's guide succeeds because:
- Comprehensive - Covers every step in detail
- Updated - "2024" in title, recent updates
- Structured - Clear numbered steps (owns featured snippet)
- Authoritative - Podcast hosting company (topical authority)
- Supporting content - Links to detailed sub-guides
Buzzsprout的指南成功原因:
- 全面性 - 详细涵盖每个步骤
- 时效性 - 标题包含"2024", 最近更新过
- 结构化 - 清晰的编号步骤(拥有精选摘要)
- 权威性 - 播客托管公司(领域权威)
- 配套内容 - 链接到详细的子指南
Featured Snippet Opportunity
精选摘要机会
Current format: Ordered list (steps)
Current holder: Buzzsprout
To win snippet:
- Create cleaner, more scannable list format
- Keep steps to 8-10 items max
- Start each step with action verb
- Include "how to start a podcast" in H2
当前格式: 有序列表(步骤)
当前持有者: Buzzsprout
如何获得该摘要:
- 创建更简洁、更易扫描的列表格式
- 步骤控制在8-10项以内
- 每个步骤以动作动词开头
- 在H2中包含"how to start a podcast"
AI Overview Analysis
AI概览分析
Sources cited:
- Buzzsprout - "Choose your podcast topic"
- Spotify for Podcasters - "Record and edit"
- Wikipedia - Definition of podcasting
Pattern: AI pulls step-by-step instructions from guides with clear structure
引用的来源:
- Buzzsprout - "选择你的播客主题"
- Spotify for Podcasters - "录制和编辑"
- Wikipedia - 播客的定义
模式: AI从结构清晰的指南中提取分步说明
Content Requirements
内容要求
To rank on page 1:
- Word count: 5,000+ words minimum
- Format: Step-by-step ultimate guide
- Backlinks: 500+ from relevant domains
- Updates: Must show current year
- Unique angle: Equipment comparisons, cost breakdowns, or specific niche focus
要进入第1页排名:
- 字数: 5,000+ words 最低要求
- 格式: 分步终极指南
- 反向链接: 500+ 来自相关域名
- 时效性: 必须显示当前年份
- 独特角度: 设备对比、成本细分或特定垂直领域聚焦
Recommended Strategy
推荐策略
Given high difficulty, consider:
- Target long-tail: "how to start a podcast for free" (Difficulty: 45)
- Target niche: "how to start a podcast about [topic]" (Difficulty: 30)
- Create supporting video content for video carousel
- Focus on PAA optimization for quick wins
undefined鉴于难度较高, 可考虑:
- 瞄准长尾关键词: "how to start a podcast for free" (难度: 45)
- 瞄准垂直领域: "how to start a podcast about [topic]" (难度: 30)
- 创建配套视频内容以适配视频轮播
- 聚焦PAA优化以快速获得成果
undefinedAdvanced Analysis
高级分析
Multi-Keyword SERP Comparison
多关键词SERP对比
Compare SERPs for [keyword 1], [keyword 2], [keyword 3]Compare SERPs for [keyword 1], [keyword 2], [keyword 3]Historical SERP Changes
SERP历史变化
How has the SERP for [keyword] changed over time?How has the SERP for [keyword] changed over time?Local SERP Variations
本地SERP差异
Compare SERP for [keyword] in [location 1] vs [location 2]Compare SERP for [keyword] in [location 1] vs [location 2]Mobile vs Desktop SERP
移动端与桌面端SERP对比
Analyze mobile vs desktop SERP differences for [keyword]Analyze mobile vs desktop SERP differences for [keyword]Tips for Success
成功技巧
- Always check SERP before writing - Don't assume, verify
- Match content format to SERP - If lists rank, write lists
- Identify SERP feature opportunities - Lower competition than #1
- Note SERP volatility - Stable SERPs are harder to break into
- Study the outliers - Why does a weaker site rank? Opportunity!
- Consider AI Overview optimization - Growing importance
- 创建内容前务必检查SERP - 不要假设, 要验证
- 内容格式匹配SERP - 如果排名的是清单文, 就写清单文
- 识别SERP功能机会 - 竞争比第1名小
- 注意SERP波动性 - 稳定的SERP更难突破
- 研究异常案例 - 为何较弱的站点能排名? 这是机会!
- 考虑AI概览优化 - 重要性日益提升
Related Skills
相关Skill
- keyword-research - Find keywords to analyze
- competitor-analysis - Deep dive on ranking competitors
- on-page-seo-auditor - Optimize based on findings
- geo-content-optimizer - Optimize for AI citations
- keyword-research - 查找要分析的关键词
- competitor-analysis - 深入分析排名竞争对手
- on-page-seo-auditor - 根据分析结果进行优化
- geo-content-optimizer - 优化内容以获得AI引用