rank-tracker

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Rank Tracker

排名追踪工具

This skill helps you track, analyze, and report on keyword ranking positions over time. It monitors both traditional SERP rankings and AI/GEO visibility to provide comprehensive search performance insights.
该Skill可帮助您随时间追踪、分析并报告关键词排名位置。它同时监控传统SERP排名和AI/GEO可见性,以提供全面的搜索表现洞察。

When to Use This Skill

何时使用该Skill

  • Setting up ranking tracking for new campaigns
  • Monitoring keyword position changes
  • Analyzing ranking trends over time
  • Comparing rankings against competitors
  • Tracking SERP feature appearances
  • Monitoring AI Overview inclusions
  • Creating ranking reports for stakeholders
  • 为新营销活动设置排名追踪
  • 监控关键词排名位置变化
  • 分析长期排名趋势
  • 与竞争对手的排名进行对比
  • 追踪SERP特征的出现情况
  • 监控AI概览的纳入情况
  • 为利益相关者创建排名报告

What This Skill Does

该Skill的功能

  1. Position Tracking: Records and tracks keyword rankings
  2. Trend Analysis: Identifies ranking patterns over time
  3. Movement Detection: Flags significant position changes
  4. Competitor Comparison: Benchmarks against competitors
  5. SERP Feature Tracking: Monitors featured snippets, PAA
  6. GEO Visibility Tracking: Tracks AI citation appearances
  7. Report Generation: Creates ranking performance reports
  1. 位置追踪:记录并追踪关键词排名
  2. 趋势分析:识别长期排名模式
  3. 变动检测:标记重大排名位置变化
  4. 竞品对比:与竞争对手进行基准对比
  5. SERP特征追踪:监控精选摘要、PAA(People Also Ask)
  6. GEO可见性追踪:追踪AI引用出现情况
  7. 报告生成:创建排名表现报告

How to Use

使用方法

Set Up Tracking

设置追踪

Set up rank tracking for [domain] targeting these keywords: [keyword list]
Set up rank tracking for [domain] targeting these keywords: [keyword list]

Analyze Rankings

分析排名

Analyze ranking changes for [domain] over the past [time period]
Analyze ranking changes for [domain] over the past [time period]

Compare to Competitors

与竞品对比

Compare my rankings to [competitor] for [keywords]
Compare my rankings to [competitor] for [keywords]

Generate Reports

生成报告

Create a ranking report for [domain/campaign]
Create a ranking report for [domain/campaign]

Data Sources

数据来源

See CONNECTORS.md for tool category placeholders.
With ~~SEO tool + ~~search console + ~~analytics + ~~AI monitor connected: Automatically pull ranking positions from ~~SEO tool, search impressions/clicks from ~~search console, traffic data from ~~analytics, and AI Overview citation tracking from ~~AI monitor. Daily automated rank checks with historical trend data.
With manual data only: Ask the user to provide:
  1. Keyword ranking positions (current and historical if available)
  2. Target keyword list with search volumes
  3. Competitor domains and their ranking positions for key terms
  4. SERP feature status (featured snippets, PAA appearances)
  5. AI Overview citation data (if tracking GEO metrics)
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 获取工具类别占位符。
在连接 ~~SEO tool + ~~search console + ~~analytics + ~~AI monitor 后: 自动从SEO tool拉取排名位置,从search console拉取搜索曝光/点击数据,从analytics拉取流量数据,从AI monitor拉取AI概览引用追踪数据。每日自动进行排名检查,并提供历史趋势数据。
仅使用手动数据时: 请用户提供:
  1. 关键词排名位置(当前及历史数据,如有)
  2. 带有搜索量的目标关键词列表
  3. 竞争对手域名及其核心关键词的排名位置
  4. SERP特征状态(精选摘要、PAA出现情况)
  5. AI概览引用数据(如需追踪GEO指标)
使用提供的数据进行完整分析。在输出中注明哪些指标来自自动收集,哪些来自用户提供的数据。

Instructions

操作说明

When a user requests rank tracking or analysis:
  1. Set Up Keyword Tracking
    markdown
    ## Rank Tracking Setup
    
    ### Tracking Configuration
    
    **Domain**: [domain]
    **Tracking Location**: [country/city]
    **Device**: [Mobile/Desktop/Both]
    **Language**: [language]
    **Update Frequency**: [Daily/Weekly/Monthly]
    
    ### Keywords to Track
    
    | Keyword | Volume | Current Rank | Type | Priority |
    |---------|--------|--------------|------|----------|
    | [keyword 1] | [vol] | [rank] | Primary | High |
    | [keyword 2] | [vol] | [rank] | Primary | High |
    | [keyword 3] | [vol] | [rank] | Secondary | Medium |
    | [keyword 4] | [vol] | [rank] | Long-tail | Medium |
    | [keyword 5] | [vol] | [rank] | Brand | High |
    
    ### Competitor Tracking
    
    Track these competitors for benchmark:
    1. [Competitor 1] - [domain]
    2. [Competitor 2] - [domain]
    3. [Competitor 3] - [domain]
    
    ### Tracking Categories
    
    | Category | Keywords | Description |
    |----------|----------|-------------|
    | Brand | [X] | Brand name variations |
    | Product | [X] | Product-related terms |
    | Informational | [X] | Educational queries |
    | Commercial | [X] | Buying intent terms |
  2. Record Current Rankings
    markdown
    ## Current Ranking Snapshot
    
    **Date**: [date]
    **Domain**: [domain]
    
    ### Ranking Overview
    
    | Position Range | Keyword Count | % of Total |
    |----------------|---------------|------------|
    | #1 | [X] | [X]% |
    | #2-3 | [X] | [X]% |
    | #4-10 | [X] | [X]% |
    | #11-20 | [X] | [X]% |
    | #21-50 | [X] | [X]% |
    | #51-100 | [X] | [X]% |
    | Not ranking | [X] | [X]% |
    
    ### Position Distribution
    
    Position 1: ████████ [X] keywords Position 2-3: ██████ [X] keywords Position 4-10: ████████████████ [X] keywords Position 11-20: ████████████ [X] keywords Position 21+: ██████████ [X] keywords
    
    ### Detailed Rankings
    
    | Keyword | Position | URL | SERP Features | Change |
    |---------|----------|-----|---------------|--------|
    | [kw 1] | 3 | [url] | Featured Snippet | +2 ↑ |
    | [kw 2] | 7 | [url] | PAA | -1 ↓ |
    | [kw 3] | 12 | [url] | None | New |
    | [kw 4] | 1 | [url] | Featured Snippet | — |
  3. Analyze Ranking Changes
    markdown
    ## Ranking Change Analysis
    
    **Period**: [start date] to [end date]
    
    ### Overall Movement
    
    | Metric | Start | End | Change |
    |--------|-------|-----|--------|
    | Avg Position | [X] | [Y] | [+/-Z] |
    | Keywords in Top 10 | [X] | [Y] | [+/-Z] |
    | Keywords in Top 3 | [X] | [Y] | [+/-Z] |
    | Keywords #1 | [X] | [Y] | [+/-Z] |
    
    ### Biggest Improvements 📈
    
    | Keyword | Old Rank | New Rank | Change | Est. Traffic Impact |
    |---------|----------|----------|--------|---------------------|
    | [kw 1] | 15 | 4 | +11 | +[X] visits/mo |
    | [kw 2] | 25 | 9 | +16 | +[X] visits/mo |
    | [kw 3] | 8 | 2 | +6 | +[X] visits/mo |
    
    **Why improved**:
    - [kw 1]: [reason - e.g., content update, new backlinks]
    - [kw 2]: [reason]
    
    ### Biggest Declines 📉
    
    | Keyword | Old Rank | New Rank | Change | Est. Traffic Impact |
    |---------|----------|----------|--------|---------------------|
    | [kw 1] | 3 | 12 | -9 | -[X] visits/mo |
    | [kw 2] | 7 | 18 | -11 | -[X] visits/mo |
    
    **Why declined**:
    - [kw 1]: [reason - e.g., competitor update, algo change]
    - [kw 2]: [reason]
    
    **Recommended actions**:
    - [kw 1]: [action to recover]
    - [kw 2]: [action to recover]
    
    ### Stable Keywords
    
    [X] keywords remained within ±3 positions (stable)
    
    ### New Rankings
    
    | Keyword | Position | URL | Notes |
    |---------|----------|-----|-------|
    | [kw 1] | [pos] | [url] | [notes] |
    
    ### Lost Rankings
    
    | Keyword | Last Position | URL | Action |
    |---------|---------------|-----|--------|
    | [kw 1] | [pos] | [url] | [investigate/refresh] |
  4. Track SERP Features
    markdown
    ## SERP Feature Tracking
    
    ### Feature Ownership
    
    | Feature | Your Count | Competitor Avg | Opportunity |
    |---------|------------|----------------|-------------|
    | Featured Snippets | [X] | [Y] | [+/-Z] |
    | People Also Ask | [X] | [Y] | [+/-Z] |
    | Image Pack | [X] | [Y] | [+/-Z] |
    | Video Results | [X] | [Y] | [+/-Z] |
    | Local Pack | [X] | [Y] | [+/-Z] |
    
    ### Featured Snippet Status
    
    | Keyword | You Own? | Current Owner | Winnable? |
    |---------|----------|---------------|-----------|
    | [kw 1] | ✅ Yes | You | Maintain |
    | [kw 2] | ❌ No | [Competitor] | High |
    | [kw 3] | ❌ No | [Competitor] | Medium |
    
    ### PAA Appearances
    
    | Question | Your Answer? | Position | Action |
    |----------|--------------|----------|--------|
    | [Question 1] | ✅/❌ | [pos] | [action] |
    | [Question 2] | ✅/❌ | [pos] | [action] |
  5. Track GEO/AI Visibility
    markdown
    ## AI/GEO Visibility Tracking
    
    ### AI Overview Presence
    
    | Keyword | AI Overview | You Cited? | Citation Position |
    |---------|-------------|------------|-------------------|
    | [kw 1] | Yes || 1st source |
    | [kw 2] | Yes || 3rd source |
    | [kw 3] | Yes || Not cited |
    | [kw 4] | No | N/A | N/A |
    
    ### AI Citation Rate
    
    | Metric | Value |
    |--------|-------|
    | Keywords with AI Overview | [X]/[Total] ([Y]%) |
    | Your citations in AI Overview | [X]/[Y] ([Z]%) |
    | Avg citation position | [X] |
    
    ### GEO Performance Trend
    
    | Period | AI Overviews Tracked | Your Citations | Rate |
    |--------|---------------------|----------------|------|
    | Last week | [X] | [Y] | [Z]% |
    | 2 weeks ago | [X] | [Y] | [Z]% |
    | Month ago | [X] | [Y] | [Z]% |
    
    ### GEO Improvement Opportunities
    
    | Keyword | Has AI Overview | You Cited? | Content Gap |
    |---------|-----------------|------------|-------------|
    | [kw 1] | Yes | No | Need clearer definition |
    | [kw 2] | Yes | No | Missing quotable stats |
  6. Compare Against Competitors
    markdown
    ## Competitor Ranking Comparison
    
    ### Share of Voice
    
    | Domain | Keywords Ranked | Avg Position | Visibility |
    |--------|-----------------|--------------|------------|
    | [Your site] | [X] | [Y] | [Z]% |
    | [Competitor 1] | [X] | [Y] | [Z]% |
    | [Competitor 2] | [X] | [Y] | [Z]% |
    | [Competitor 3] | [X] | [Y] | [Z]% |
    
    ### Head-to-Head Comparison
    
    **You vs [Competitor 1]**:
    
    | Keyword | Your Rank | Their Rank | Winner |
    |---------|-----------|------------|--------|
    | [kw 1] | 3 | 7 | You ✅ |
    | [kw 2] | 12 | 5 | Them ❌ |
    | [kw 3] | 1 | 4 | You ✅ |
    
    **Summary**: You win [X]/[Y] keywords vs [Competitor 1]
    
    ### Competitor Movement Alerts
    
    | Competitor | Keyword | Their Change | Threat Level |
    |------------|---------|--------------|--------------|
    | [Comp 1] | [kw] | +15 positions | 🔴 High |
    | [Comp 2] | [kw] | +8 positions | 🟡 Medium |
  7. Generate Ranking Report
    markdown
    # Ranking Performance Report
    
    **Domain**: [domain]
    **Report Period**: [start] to [end]
    **Generated**: [date]
    
    ## Executive Summary
    
    **Overall Trend**: [Improving/Stable/Declining]
    
    | Metric | Value | vs Last Period | Status |
    |--------|-------|----------------|--------|
    | Total keywords tracked | [X] | [+/-Y] | [status] |
    | Keywords in top 10 | [X] | [+/-Y] | [status] |
    | Keywords in top 3 | [X] | [+/-Y] | [status] |
    | Average position | [X] | [+/-Y] | [status] |
    | Estimated traffic | [X] | [+/-Y]% | [status] |
    
    ## Position Distribution
    
    Position 1: ████████████ [X]% Position 2-3: ████████ [X]% Position 4-10: ████████████████ [X]% Position 11-20: ██████████ [X]% Position 21+: ████ [X]%
    
    ## Key Highlights
    
    ### Wins 🎉
    - [Achievement 1]
    - [Achievement 2]
    - [Achievement 3]
    
    ### Concerns ⚠️
    - [Issue 1]
    - [Issue 2]
    
    ### Opportunities 💡
    - [Opportunity 1]
    - [Opportunity 2]
    
    ## Detailed Analysis
    
    ### Top Performing Keywords
    
    | Keyword | Position | Change | Traffic | Notes |
    |---------|----------|--------|---------|-------|
    | [kw 1] | 1 | — | [X] | Stable leader |
    | [kw 2] | 2 | +3 | [X] | Growing |
    | [kw 3] | 3 | +5 | [X] | Big improvement |
    
    ### Keywords Needing Attention
    
    | Keyword | Position | Change | Issue | Recommended Action |
    |---------|----------|--------|-------|-------------------|
    | [kw 1] | 15 | -8 | Dropped | Refresh content |
    | [kw 2] | 22 | -5 | Competitor surge | Analyze competitor |
    
    ## SERP Feature Report
    
    | Feature | Count | Change | Competitor Avg |
    |---------|-------|--------|----------------|
    | Featured Snippets | [X] | [+/-Y] | [Z] |
    | PAA | [X] | [+/-Y] | [Z] |
    
    ## GEO/AI Visibility Report
    
    | Metric | This Period | Last Period | Trend |
    |--------|-------------|-------------|-------|
    | AI Overview appearances | [X] | [Y] | [↑/↓] |
    | Your citations | [X] | [Y] | [↑/↓] |
    | Citation rate | [X]% | [Y]% | [↑/↓] |
    
    ## Competitive Position
    
    **Share of Voice Ranking**: #[X] of [Y] competitors
    
    | Rank | Domain | Visibility |
    |------|--------|------------|
    | 1 | [domain] | [X]% |
    | 2 | [domain] | [X]% |
    | 3 | [domain] | [X]% |
    
    ## Recommendations
    
    ### Immediate Actions
    1. [Action] for [keyword] - [expected impact]
    2. [Action] for [keyword] - [expected impact]
    
    ### This Month
    1. [Action]
    2. [Action]
    
    ### Next Quarter
    1. [Strategic action]
    2. [Strategic action]
    
    ## Next Report
    
    Scheduled: [date]
    Focus areas: [areas to monitor]
当用户请求排名追踪或分析时:
  1. 设置关键词追踪
    markdown
    ## 排名追踪设置
    
    ### 追踪配置
    
    **Domain**: [domain]
    **Tracking Location**: [country/city]
    **Device**: [Mobile/Desktop/Both]
    **Language**: [language]
    **Update Frequency**: [Daily/Weekly/Monthly]
    
    ### 需追踪的关键词
    
    | Keyword | Volume | Current Rank | Type | Priority |
    |---------|--------|--------------|------|----------|
    | [keyword 1] | [vol] | [rank] | Primary | High |
    | [keyword 2] | [vol] | [rank] | Primary | High |
    | [keyword 3] | [vol] | [rank] | Secondary | Medium |
    | [keyword 4] | [vol] | [rank] | Long-tail | Medium |
    | [keyword 5] | [vol] | [rank] | Brand | High |
    
    ### 竞品追踪
    
    追踪以下竞品以进行基准对比:
    1. [Competitor 1] - [domain]
    2. [Competitor 2] - [domain]
    3. [Competitor 3] - [domain]
    
    ### 追踪分类
    
    | Category | Keywords | Description |
    |----------|----------|-------------|
    | Brand | [X] | Brand name variations |
    | Product | [X] | Product-related terms |
    | Informational | [X] | Educational queries |
    | Commercial | [X] | Buying intent terms |
  2. 记录当前排名
    markdown
    ## 当前排名快照
    
    **Date**: [date]
    **Domain**: [domain]
    
    ### 排名概览
    
    | Position Range | Keyword Count | % of Total |
    |----------------|---------------|------------|
    | #1 | [X] | [X]% |
    | #2-3 | [X] | [X]% |
    | #4-10 | [X] | [X]% |
    | #11-20 | [X] | [X]% |
    | #21-50 | [X] | [X]% |
    | #51-100 | [X] | [X]% |
    | Not ranking | [X] | [X]% |
    
    ### 位置分布
    
    Position 1: ████████ [X] keywords Position 2-3: ██████ [X] keywords Position 4-10: ████████████████ [X] keywords Position 11-20: ████████████ [X] keywords Position 21+: ██████████ [X] keywords
    
    ### 详细排名
    
    | Keyword | Position | URL | SERP Features | Change |
    |---------|----------|-----|---------------|--------|
    | [kw 1] | 3 | [url] | Featured Snippet | +2 ↑ |
    | [kw 2] | 7 | [url] | PAA | -1 ↓ |
    | [kw 3] | 12 | [url] | None | New |
    | [kw 4] | 1 | [url] | Featured Snippet | — |
  3. 分析排名变化
    markdown
    ## 排名变化分析
    
    **Period**: [start date] to [end date]
    
    ### 整体变动
    
    | Metric | Start | End | Change |
    |--------|-------|-----|--------|
    | Avg Position | [X] | [Y] | [+/-Z] |
    | Keywords in Top 10 | [X] | [Y] | [+/-Z] |
    | Keywords in Top 3 | [X] | [Y] | [+/-Z] |
    | Keywords #1 | [X] | [Y] | [+/-Z] |
    
    ### 最大提升 📈
    
    | Keyword | Old Rank | New Rank | Change | Est. Traffic Impact |
    |---------|----------|----------|--------|---------------------|
    | [kw 1] | 15 | 4 | +11 | +[X] visits/mo |
    | [kw 2] | 25 | 9 | +16 | +[X] visits/mo |
    | [kw 3] | 8 | 2 | +6 | +[X] visits/mo |
    
    **提升原因**:
    - [kw 1]: [原因 - 例如:内容更新、新增外链]
    - [kw 2]: [原因]
    
    ### 最大下降 📉
    
    | Keyword | Old Rank | New Rank | Change | Est. Traffic Impact |
    |---------|----------|----------|--------|---------------------|
    | [kw 1] | 3 | 12 | -9 | -[X] visits/mo |
    | [kw 2] | 7 | 18 | -11 | -[X] visits/mo |
    
    **下降原因**:
    - [kw 1]: [原因 - 例如:竞品更新、算法调整]
    - [kw 2]: [原因]
    
    **建议操作**:
    - [kw 1]: [恢复排名的操作]
    - [kw 2]: [恢复排名的操作]
    
    ### 稳定关键词
    
    有[X]个关键词的排名波动在±3位以内(稳定)
    
    ### 新进入排名的关键词
    
    | Keyword | Position | URL | Notes |
    |---------|----------|-----|-------|
    | [kw 1] | [pos] | [url] | [说明] |
    
    ### 丢失排名的关键词
    
    | Keyword | Last Position | URL | Action |
    |---------|---------------|-----|--------|
    | [kw 1] | [pos] | [url] | [调查/刷新内容] |
  4. 追踪SERP特征
    markdown
    ## SERP特征追踪
    
    ### 特征占有情况
    
    | Feature | Your Count | Competitor Avg | Opportunity |
    |---------|------------|----------------|-------------|
    | Featured Snippets | [X] | [Y] | [+/-Z] |
    | People Also Ask | [X] | [Y] | [+/-Z] |
    | Image Pack | [X] | [Y] | [+/-Z] |
    | Video Results | [X] | [Y] | [+/-Z] |
    | Local Pack | [X] | [Y] | [+/-Z] |
    
    ### 精选摘要状态
    
    | Keyword | You Own? | Current Owner | Winnable? |
    |---------|----------|---------------|-----------|
    | [kw 1] | ✅ Yes | You | Maintain |
    | [kw 2] | ❌ No | [Competitor] | High |
    | [kw 3] | ❌ No | [Competitor] | Medium |
    
    ### PAA出现情况
    
    | Question | Your Answer? | Position | Action |
    |----------|--------------|----------|--------|
    | [Question 1] | ✅/❌ | [pos] | [操作建议] |
    | [Question 2] | ✅/❌ | [pos] | [操作建议] |
  5. 追踪GEO/AI可见性
    markdown
    ## AI/GEO可见性追踪
    
    ### AI概览出现情况
    
    | Keyword | AI Overview | You Cited? | Citation Position |
    |---------|-------------|------------|-------------------|
    | [kw 1] | Yes || 1st source |
    | [kw 2] | Yes || 3rd source |
    | [kw 3] | Yes || Not cited |
    | [kw 4] | No | N/A | N/A |
    
    ### AI引用率
    
    | Metric | Value |
    |--------|-------|
    | Keywords with AI Overview | [X]/[Total] ([Y]%) |
    | Your citations in AI Overview | [X]/[Y] ([Z]%) |
    | Avg citation position | [X] |
    
    ### GEO表现趋势
    
    | Period | AI Overviews Tracked | Your Citations | Rate |
    |--------|---------------------|----------------|------|
    | Last week | [X] | [Y] | [Z]% |
    | 2 weeks ago | [X] | [Y] | [Z]% |
    | Month ago | [X] | [Y] | [Z]% |
    
    ### GEO提升机会
    
    | Keyword | Has AI Overview | You Cited? | Content Gap |
    |---------|-----------------|------------|-------------|
    | [kw 1] | Yes | No | 需要更清晰的定义 |
    | [kw 2] | Yes | No | 缺少可引用的数据 |
  6. 与竞品对比
    markdown
    ## 竞品排名对比
    
    ### 声量占比
    
    | Domain | Keywords Ranked | Avg Position | Visibility |
    |--------|-----------------|--------------|------------|
    | [您的网站] | [X] | [Y] | [Z]% |
    | [Competitor 1] | [X] | [Y] | [Z]% |
    | [Competitor 2] | [X] | [Y] | [Z]% |
    | [Competitor 3] | [X] | [Y] | [Z]% |
    
    ### 一对一对比
    
    **您 vs [Competitor 1]**:
    
    | Keyword | Your Rank | Their Rank | Winner |
    |---------|-----------|------------|--------|
    | [kw 1] | 3 | 7 | You ✅ |
    | [kw 2] | 12 | 5 | Them ❌ |
    | [kw 3] | 1 | 4 | You ✅ |
    
    **总结**: 在与[Competitor 1]的对比中,您在[X]/[Y]个关键词上排名更优
    
    ### 竞品变动警报
    
    | Competitor | Keyword | Their Change | Threat Level |
    |------------|---------|--------------|--------------|
    | [Comp 1] | [kw] | +15 positions | 🔴 High |
    | [Comp 2] | [kw] | +8 positions | 🟡 Medium |
  7. 生成排名报告
    markdown
    # 排名表现报告
    
    **Domain**: [domain]
    **Report Period**: [start] to [end]
    **Generated**: [date]
    
    ## 执行摘要
    
    **整体趋势**: [上升/稳定/下降]
    
    | Metric | Value | vs Last Period | Status |
    |--------|-------|----------------|--------|
    | 追踪的关键词总数 | [X] | [+/-Y] | [状态] |
    | 进入前10的关键词数量 | [X] | [+/-Y] | [状态] |
    | 进入前3的关键词数量 | [X] | [+/-Y] | [状态] |
    | 平均排名位置 | [X] | [+/-Y] | [状态] |
    | 预估流量 | [X] | [+/-Y]% | [状态] |
    
    ## 位置分布
    
    Position 1: ████████████ [X]% Position 2-3: ████████ [X]% Position 4-10: ████████████████ [X]% Position 11-20: ██████████ [X]% Position 21+: ████ [X]%
    
    ## 核心亮点
    
    ### 成果 🎉
    - [成果1]
    - [成果2]
    - [成果3]
    
    ### 需关注问题 ⚠️
    - [问题1]
    - [问题2]
    
    ### 机会点 💡
    - [机会1]
    - [机会2]
    
    ## 详细分析
    
    ### 表现最佳的关键词
    
    | Keyword | Position | Change | Traffic | Notes |
    |---------|----------|--------|---------|-------|
    | [kw 1] | 1 | — | [X] | 稳定领先 |
    | [kw 2] | 2 | +3 | [X] | 持续增长 |
    | [kw 3] | 3 | +5 | [X] | 大幅提升 |
    
    ### 需要关注的关键词
    
    | Keyword | Position | Change | Issue | Recommended Action |
    |---------|----------|--------|-------|-------------------|
    | [kw 1] | 15 | -8 | 排名下降 | 刷新内容 |
    | [kw 2] | 22 | -5 | 竞品流量激增 | 分析竞品策略 |
    
    ## SERP特征报告
    
    | Feature | Count | Change | Competitor Avg |
    |---------|-------|--------|----------------|
    | Featured Snippets | [X] | [+/-Y] | [Z] |
    | PAA | [X] | [+/-Y] | [Z] |
    
    ## GEO/AI可见性报告
    
    | Metric | This Period | Last Period | Trend |
    |--------|-------------|-------------|-------|
    | AI Overview出现次数 | [X] | [Y] | [↑/↓] |
    | 您的引用次数 | [X] | [Y] | [↑/↓] |
    | 引用率 | [X]% | [Y]% | [↑/↓] |
    
    ## 竞争地位
    
    **声量占比排名**: 在[Y]个竞品中位列第[X]
    
    | Rank | Domain | Visibility |
    |------|--------|------------|
    | 1 | [domain] | [X]% |
    | 2 | [domain] | [X]% |
    | 3 | [domain] | [X]% |
    
    ## 建议
    
    ### 立即执行的操作
    1. 针对[关键词]执行[操作] - [预期影响]
    2. 针对[关键词]执行[操作] - [预期影响]
    
    ### 本月需完成的操作
    1. [操作]
    2. [操作]
    
    ### 下一季度的战略操作
    1. [战略操作]
    2. [战略操作]
    
    ## 下次报告
    
    计划生成日期: [date]
    重点监控领域: [需监控的领域]

Validation Checkpoints

验证检查点

Input Validation

输入验证

  • Keywords list is complete with search volumes
  • Target domain and tracking location are specified
  • Competitor domains identified for comparison
  • Historical baseline data available or initial tracking period set
  • 关键词列表包含完整的搜索量数据
  • 指定了目标域名和追踪位置
  • 确定了用于对比的竞品域名
  • 有历史基准数据或已设置初始追踪周期

Output Validation

输出验证

  • Every metric cites its data source and collection date
  • Ranking changes include context (vs. previous period)
  • Significant movements have explanations or investigation notes
  • Source of each data point clearly stated (~~SEO tool data, ~~search console data, user-provided, or estimated)
  • 每个指标都标注了数据源和收集日期
  • 排名变化包含上下文(与上一周期对比)
  • 重大排名变动有解释或调查说明
  • 每个数据点的来源都明确标注(~~SEO tool数据、~~search console数据、用户提供或预估)

Example

示例

User: "Analyze my ranking changes for the past month"
Output:
markdown
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用户: "分析我过去一个月的排名变化"
输出:
markdown
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Ranking Analysis: December 2024

排名分析:2024年12月

Summary

摘要

Your average position improved from 15.3 to 12.8 (-2.5 positions = better) Keywords in top 10 increased from 12 to 17 (+5)
您的平均排名从15.3提升至12.8(下降2.5位即排名更优) 进入前10的关键词数量从12个增加至17个(+5个)

Biggest Wins

最大成果

KeywordOldNewChangeWhy
email marketing tips185+13Content refresh worked
best crm software2411+13New backlinks acquired
sales automation157+8Schema markup added
Keyword旧排名新排名变化原因
email marketing tips185+13内容更新生效
best crm software2411+13获取了新外链
sales automation157+8添加了Schema标记

Needs Attention

需要关注的问题

KeywordOldNewChangeAction
marketing automation412-8Competitor HubSpot published new guide
Recommended: Update your marketing automation guide with 2024 statistics and examples.
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Keyword旧排名新排名变化操作建议
marketing automation412-8竞品HubSpot发布了新指南
建议: 更新您的营销自动化指南,加入2024年的统计数据和案例。
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Tips for Success

成功技巧

  1. Track consistently - Same time, same device, same location
  2. Include enough keywords - 50-200 for meaningful data
  3. Segment by intent - Track brand, commercial, informational separately
  4. Monitor competitors - Context makes your data meaningful
  5. Track SERP features - Position 1 without snippet may lose to position 4 with snippet
  6. Include GEO metrics - AI visibility increasingly important
  1. 持续追踪 - 在同一时间、使用同一设备、同一位置进行追踪
  2. 覆盖足够多的关键词 - 50-200个关键词才能获得有意义的数据
  3. 按搜索意图细分 - 分别追踪品牌词、商业词、信息类关键词
  4. 监控竞品 - 上下文能让数据更具参考价值
  5. 追踪SERP特征 - 没有精选摘要的第1名可能不敌带有精选摘要的第4名
  6. 纳入GEO指标 - AI可见性的重要性日益提升

Related Skills

相关Skill

  • keyword-research - Find keywords to track
  • serp-analysis - Understand SERP composition
  • alert-manager - Set up ranking alerts
  • performance-reporter - Comprehensive reporting
  • memory-management - Store ranking history in project memory
  • keyword-research - 寻找需追踪的关键词
  • serp-analysis - 了解SERP构成
  • alert-manager - 设置排名警报
  • performance-reporter - 综合性报告生成
  • memory-management - 在项目内存中存储排名历史数据