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AGENT SKILL

performance-reporter

performance-reporter 是面向商业与营销、内容与媒体的 Agent Skill,来自 aaron-he-zhu/seo-geo-claude-skills。查看技能说明、操作步骤与使用约定,并通过原项目了解详细用法。

Generates comprehensive SEO and GEO performance reports combining rankings, traffic, backlinks, and AI visibility metrics. Creates executive summaries and detailed analyses for stakeholder reporting.

SKILL.md

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nameperformance-reporter
descriptionGenerates comprehensive SEO and GEO performance reports combining rankings, traffic, backlinks, and AI visibility metrics. Creates executive summaries and detailed analyses for stakeholder reporting.

Performance Reporter

This skill creates comprehensive SEO and GEO performance reports that combine multiple metrics into actionable insights. It produces executive summaries, detailed analyses, and visual data presentations for stakeholder communication.

When to Use This Skill

  • Monthly/quarterly SEO reporting
  • Executive stakeholder updates
  • Client reporting for agencies
  • Tracking campaign performance
  • Combining multiple SEO metrics
  • Creating GEO visibility reports
  • Documenting ROI from SEO efforts

What This Skill Does

  1. Data Aggregation: Combines multiple SEO data sources
  2. Trend Analysis: Identifies patterns across metrics
  3. Executive Summaries: Creates high-level overviews
  4. Visual Reports: Presents data in clear formats
  5. Benchmark Comparison: Tracks against goals and competitors
  6. ROI Calculation: Measures SEO investment returns
  7. Recommendations: Suggests actions based on data

How to Use

Generate Performance Report

Create an SEO performance report for [domain] for [time period]

Executive Summary

Generate an executive summary of SEO performance for [month/quarter]

Specific Report Types

Create a GEO visibility report for [domain]
Generate a content performance report

Instructions

When a user requests a performance report:

  1. Define Report Parameters

```markdown ## Report Configuration

Domain: [domain] Report Period: [start date] to [end date] Comparison Period: [previous period for comparison] Report Type: [Monthly/Quarterly/Annual/Custom] Audience: [Executive/Technical/Client] Focus Areas: [Rankings/Traffic/Content/Backlinks/GEO] ```

  1. Create Executive Summary

```markdown # SEO Performance Report

Domain: [domain] Period: [date range] Prepared: [date]


## Executive Summary

### Overall Performance: [Excellent/Good/Needs Attention/Critical]

Key Highlights:

🟢 Wins: - [Win 1 - e.g., "Organic traffic increased 25%"] - [Win 2 - e.g., "3 new #1 rankings achieved"] - [Win 3 - e.g., "Conversion rate improved 15%"]

🟡 Watch Areas: - [Area 1 - e.g., "Mobile rankings declining slightly"] - [Area 2 - e.g., "Competitor gaining ground on key terms"]

🔴 Action Required: - [Issue 1 - e.g., "Technical SEO audit needed"]

### Key Metrics at a Glance

Metric This Period Last Period Change Target Status
Organic Traffic [X] [Y] [+/-Z%] [T] ✅/⚠️/❌
Keyword Rankings (Top 10) [X] [Y] [+/-Z] [T] ✅/⚠️/❌
Organic Conversions [X] [Y] [+/-Z%] [T] ✅/⚠️/❌
Domain Authority [X] [Y] [+/-Z] [T] ✅/⚠️/❌
AI Citations [X] [Y] [+/-Z%] [T] ✅/⚠️/❌

### SEO ROI

Investment: $[X] (content, tools, effort) Organic Revenue: $[Y] ROI: [Z]% ```

  1. Report Organic Traffic Performance

```markdown ## Organic Traffic Analysis

### Traffic Overview

Metric This Period vs Last Period vs Last Year
Sessions [X] [+/-Y%] [+/-Z%]
Users [X] [+/-Y%] [+/-Z%]
Pageviews [X] [+/-Y%] [+/-Z%]
Avg. Session Duration [X] [+/-Y%] [+/-Z%]
Bounce Rate [X]% [+/-Y%] [+/-Z%]
Pages per Session [X] [+/-Y] [+/-Z]

### Traffic Trend

[Month 1] ████████████████████ [X] [Month 2] █████████████████████ [Y] [Month 3] ███████████████████████ [Z] [Current] ████████████████████████ [W]

### Traffic by Source

Channel Sessions % of Total Change
Organic Search [X] [Y]% [+/-Z%]
Direct [X] [Y]% [+/-Z%]
Referral [X] [Y]% [+/-Z%]
Social [X] [Y]% [+/-Z%]

### Top Performing Pages

Page Sessions Change Conversions
[Page 1] [X] [+/-Y%] [Z]
[Page 2] [X] [+/-Y%] [Z]
[Page 3] [X] [+/-Y%] [Z]

### Traffic by Device

Device Sessions Change Conv. Rate
Desktop [X] ([Y]%) [+/-Z%] [%]
Mobile [X] ([Y]%) [+/-Z%] [%]
Tablet [X] ([Y]%) [+/-Z%] [%]
```
  1. Report Keyword Rankings

```markdown ## Keyword Ranking Performance

### Rankings Overview

Position Range Keywords Change Traffic Impact
Position 1 [X] [+/-Y] [Z] sessions
Position 2-3 [X] [+/-Y] [Z] sessions
Position 4-10 [X] [+/-Y] [Z] sessions
Position 11-20 [X] [+/-Y] [Z] sessions
Position 21-50 [X] [+/-Y] [Z] sessions

### Ranking Distribution Change

Last Period: ▓▓▓▓░░░░░░░░░░░░ This Period: ▓▓▓▓▓▓░░░░░░░░░░ ↑ More keywords in top positions

### Top Ranking Improvements

Keyword Previous Current Change Traffic
[kw 1] [X] [Y] +[Z] [sessions]
[kw 2] [X] [Y] +[Z] [sessions]
[kw 3] [X] [Y] +[Z] [sessions]

### Rankings That Declined

Keyword Previous Current Change Impact Action
[kw 1] [X] [Y] -[Z] -[sessions] [action]

### SERP Feature Performance

Feature Won Lost Opportunities
Featured Snippets [X] [Y] [Z]
People Also Ask [X] [Y] [Z]
Local Pack [X] [Y] [Z]
```
  1. Report GEO/AI Performance

```markdown ## GEO (AI Visibility) Performance

### AI Citation Overview

Metric This Period Last Period Change
Keywords with AI Overview [X]/[Y] [X]/[Y] [+/-Z]
Your AI Citations [X] [Y] [+/-Z%]
Citation Rate [X]% [Y]% [+/-Z%]
Avg Citation Position [X] [Y] [+/-Z]

### AI Citation by Topic

Topic Cluster Opportunities Citations Rate
[Topic 1] [X] [Y] [Z]%
[Topic 2] [X] [Y] [Z]%
[Topic 3] [X] [Y] [Z]%

### GEO Wins This Period

Query Citation Status Source Page Impact
[query 1] 🆕 New citation [page] High visibility
[query 2] ⬆️ Improved position [page] Better exposure

### GEO Optimization Opportunities

Query AI Overview You Cited? Gap Action
[query] Yes No [gap] [action]
```
  1. Report Backlink Performance

```markdown ## Backlink Performance

### Link Profile Summary

Metric This Period Last Period Change
Total Backlinks [X] [Y] [+/-Z]
Referring Domains [X] [Y] [+/-Z]
Domain Authority [X] [Y] [+/-Z]
Avg. Link DA [X] [Y] [+/-Z]

### Link Acquisition

Period New Links Lost Links Net
Week 1 [X] [Y] [+/-Z]
Week 2 [X] [Y] [+/-Z]
Week 3 [X] [Y] [+/-Z]
Week 4 [X] [Y] [+/-Z]
Total [X] [Y] [+/-Z]

### Notable New Links

Source DA Type Value
[domain 1] [DA] [type] High
[domain 2] [DA] [type] High

### Competitive Position

Your referring domains rank #[X] of [Y] competitors. ```

  1. Report Content Performance

```markdown ## Content Performance

### Content Publishing Summary

Metric This Period Last Period Target
New articles published [X] [Y] [Z]
Content updates [X] [Y] [Z]
Total word count [X] [Y] -

### Top Performing Content

Content Traffic Rankings Conversions Status
[Title 1] [X] [Y] keywords [Z] ⭐ Top performer
[Title 2] [X] [Y] keywords [Z] 📈 Growing
[Title 3] [X] [Y] keywords [Z] ✅ Stable

### Content Needing Attention

Content Issue Traffic Change Action
[Title] [issue] -[X]% [action]

### Content ROI

Content Piece Investment Traffic Value ROI
[Title 1] $[X] $[Y] [Z]%
[Title 2] $[X] $[Y] [Z]%
```
  1. Generate Recommendations

```markdown ## Recommendations & Next Steps

### Immediate Actions (This Week)

Priority Action Expected Impact Owner
🔴 High [Action 1] [Impact] [Owner]
🔴 High [Action 2] [Impact] [Owner]

### Short-term (This Month)

Priority Action Expected Impact Owner
🟡 Medium [Action 1] [Impact] [Owner]
🟡 Medium [Action 2] [Impact] [Owner]

### Long-term (This Quarter)

Priority Action Expected Impact Owner
🟢 Planned [Action 1] [Impact] [Owner]

### Goals for Next Period

Metric Current Target Action to Achieve
Organic Traffic [X] [Y] [action]
Keywords Top 10 [X] [Y] [action]
AI Citations [X] [Y] [action]
Referring Domains [X] [Y] [action]
```
  1. Compile Full Report

```markdown # [Company] SEO & GEO Performance Report

## [Month/Quarter] [Year]


### Table of Contents

  1. Executive Summary
  2. Organic Traffic Performance
  3. Keyword Rankings
  4. GEO/AI Visibility
  5. Backlink Analysis
  6. Content Performance
  7. Technical Health
  8. Competitive Landscape
  9. Recommendations
  10. Appendix

[Include all sections from above]


## Appendix

### Data Sources - Google Analytics 4 - Google Search Console - [SEO Tool] - [Rank Tracker]

### Methodology [Explain how metrics were calculated]

### Glossary - GEO: Generative Engine Optimization - DA: Domain Authority - [Additional terms] ```

Report Templates by Audience

Executive Report (1 page)

Focus on: Business impact, ROI, top-line metrics, key recommendations

Marketing Team Report (3-5 pages)

Focus on: Detailed metrics, content performance, campaign results

Technical SEO Report (5-10 pages)

Focus on: Crawl data, technical issues, detailed rankings, backlink analysis

Client Report (2-3 pages)

Focus on: Progress against goals, wins, clear recommendations

Example

User: "Create a monthly SEO report for December 2024"

Output: [Full report following the structure above with period-specific data and insights]

Tips for Success

  1. Lead with insights - Start with what matters, not raw data
  2. Visualize data - Charts and graphs improve comprehension
  3. Compare periods - Context makes data meaningful
  4. Include actions - Every report should drive decisions
  5. Customize for audience - Executives need different info than technical teams
  6. Track GEO metrics - AI visibility is increasingly important

Related Skills

来源:aaron-he-zhu/seo-geo-claude-skills · Apache-2.0 许可 · 许可原文 · MD 为来源页保存的历史版本