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amazon-rank-tracker

Amazon keyword rank tracking and performance analysis. Comprehensive ranking factor analysis, change diagnosis, improvement strategy development, and competitive position monitoring

Install / Use

npx skills add nexscope-ai/Amazon-Skills --skill amazon-rank-tracker

Installs into whichever agent you are using.

About this skill
📄

SKILL.md

Installable skill definition

Quality Score

92/100

Category

Operations

Supported Platforms

Universal

Our assessment of amazon-rank-tracker

amazon-rank-tracker scores 92/100 on our quality scale, 223rd of 738 Operations skills we index (top 31%).

Its SKILL.md is 20 KB long, well organised into 26 sections with 10 code examples: a thorough specification that gives an agent plenty to work with.

It has 712 GitHub stars, a meaningful sign that others use it.

Substance
30/30
Structure
20/20
Description
15/15
Adoption
12/20
Freshness
15/15

Maintenance, license and trust

  • The repository was last updated 39 days ago, so amazon-rank-tracker is actively maintained.
  • It is released under the MIT license, a permissive license that allows use, modification and commercial use with attribution.
  • Its trust signals score 100/100, with no cautions. These come from repository metadata, not a code audit — read the skill file before letting an agent act on it.

Safety scan

No issues found

Our scan of the whole file found no instruction hijacking, hidden characters, credential access, data exfiltration or destructive commands.

Automated pattern scan on 2026-10-04. It catches known dangerous patterns, not every risk — read a skill before letting an agent act on it.

amazon-rank-tracker compared with similar skills

All 4 of these similar skills score higher than amazon-rank-tracker; compare them before choosing.

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Frequently asked questions

How do I install amazon-rank-tracker?
Run npx skills add nexscope-ai/Amazon-Skills --skill amazon-rank-tracker. The install tabs above show the steps for each supported agent.
Which AI agents does amazon-rank-tracker work with?
It is written for Universal, as a SKILL.md file. Other agents that read the same format can often use it too.
Is amazon-rank-tracker safe to use?
Our scan of the whole file found no instruction hijacking, hidden characters, credential access, data exfiltration or destructive commands. It is MIT-licensed and scores 100/100 on trust signals. Skills are instructions an agent will follow, so read the file before installing it and do not approve commands you do not understand.
Is amazon-rank-tracker still maintained?
The repository was last updated 39 days ago, so amazon-rank-tracker is actively maintained.

name: amazon-rank-tracker description: "Amazon keyword rank tracking and performance analysis. Comprehensive ranking factor analysis, change diagnosis, improvement strategy development, and competitive position monitoring. Use when the user asks about keyword rankings, position tracking, ranking changes, or competitive analysis." metadata: {"nexscope":{"emoji":"📍","category":"amazon"}}

Amazon Rank Tracker 📍

Strategic Amazon keyword rank tracking and performance optimization. Monitor, analyze, and improve search positions with data-driven insights.

Installation

npx skills add nexscope-ai/Amazon-Skills --skill amazon-rank-tracker -g

Usage Examples

Comprehensive rank tracking setup:

"Set up rank tracking for my water bottle across 15 keywords - need baseline analysis, competitive benchmarks, and improvement strategy"

Ranking change diagnosis:

"My main keyword dropped from position 3 to page 2 - analyze ranking factors and create recovery plan"

Competitive rank monitoring:

"Monitor competitor rankings and identify opportunities where I can outrank them with strategic optimization"

Core Capabilities

1. Advanced Rank Tracking & Performance Analysis

  • Comprehensive keyword rank monitoring with historical trend analysis and competitive benchmarking
  • Ranking factor assessment and algorithm change impact analysis for strategic optimization
  • Performance correlation analysis linking rankings to traffic, conversions, and revenue metrics
  • Multi-marketplace tracking and international ranking optimization across Amazon's global platforms

2. Competitive Intelligence & Market Position Analysis

  • Competitor rank monitoring and strategic positioning analysis for market advantage identification
  • Market share assessment and competitive gap analysis with opportunity prioritization
  • Competitive response strategies and defensive ranking protection frameworks
  • Industry benchmarking and category leadership positioning through systematic competitive analysis

3. Strategic Optimization & Ranking Improvement

  • Data-driven ranking improvement strategies based on performance correlation and competitive analysis
  • Algorithm adaptation frameworks and ranking factor optimization for sustained performance improvement
  • Systematic A/B testing and optimization cycles for measurable ranking enhancement
  • Advanced analytics integration and predictive modeling for proactive ranking management

How It Works

Step 1: Comprehensive Rank Analysis & Baseline Assessment

Strategic ranking evaluation and competitive positioning analysis

Establish comprehensive rank tracking foundation and competitive intelligence system:

  • Analyze current keyword rankings across all target terms to establish baseline performance metrics and trends
  • Research competitive landscape and benchmark performance against market leaders and direct competitors
  • Assess ranking factors and algorithm compliance to identify optimization opportunities and strategic advantages
  • Map keyword portfolio and prioritize tracking based on business impact, search volume, and competitive dynamics

Step 2: Strategic Monitoring & Performance Correlation Analysis

Systematic tracking implementation and data-driven insight generation

Implement comprehensive monitoring system with performance optimization focus:

  • Deploy systematic rank tracking with automated monitoring, alert systems, and performance correlation analysis
  • Analyze ranking changes and identify causal factors including algorithm updates, competitive actions, and optimization impacts
  • Correlate ranking performance with business metrics including traffic, conversions, and revenue to quantify ROI
  • Establish competitive intelligence workflows with automated competitor monitoring and strategic response protocols

Step 3: Optimization Strategy & Ranking Recovery

Data-driven improvement implementation and sustained performance enhancement

Execute strategic ranking improvement based on analysis and competitive intelligence:

  • Develop targeted optimization strategies based on ranking factor analysis and competitive gap identification
  • Implement systematic improvement cycles with A/B testing, performance measurement, and strategic refinement
  • Establish proactive ranking protection and algorithm adaptation frameworks for sustained competitive advantage
  • Deploy advanced analytics and predictive modeling for strategic planning and opportunity identification

Output Format

## Amazon Rank Tracker Analysis Report
**ASIN:** [Product ASIN] | **Tracking Period:** [Date Range] | **Keywords Monitored:** [Count] | **Current Average Position:** [Position]

### Current Ranking Performance Overview

**Portfolio Ranking Summary:**
- **Total Keywords Tracked:** [X] keywords across [Y] categories
- **Page 1 Rankings:** [X] keywords ([Y]% of portfolio)
- **Top 3 Positions:** [X] keywords ([Y]% of portfolio, [Z]% of traffic)
- **Average Position:** [X.X] (improved/declined by [Y] positions from last period)
- **Ranking Trend:** [Upward/Stable/Declining] ([X]% change over [period])

**Performance Distribution Analysis:**

Ranking Position Distribution: ├── Position 1-3: [X] keywords ([Y]% share, [Z]% traffic capture) ├── Position 4-10: [X] keywords ([Y]% share, [Z]% traffic capture)
├── Position 11-20: [X] keywords ([Y]% share, [Z]% traffic capture) ├── Position 21+: [X] keywords ([Y]% share, [Z]% traffic capture) └── Not Ranking: [X] keywords (optimization required)


**Traffic Impact Correlation:**
- **Estimated Monthly Clicks:** [X,XXX] from organic rankings
- **Traffic Value:** $[Amount] (based on equivalent PPC cost)
- **Conversion Impact:** [X] estimated monthly orders from organic traffic
- **Revenue Attribution:** $[Amount] monthly revenue from tracked keyword rankings

### Detailed Keyword Ranking Analysis

**Priority Keyword Performance:**

| Keyword | Current Position | Previous Position | Change | Search Volume | Traffic Share | Business Impact |
|---------|------------------|-------------------|--------|---------------|---------------|-----------------|
| [Primary keyword] | [Position] | [Previous] | [±X] | [X,XXX]/month | [X]% | High/Med/Low |
| [Secondary keyword] | [Position] | [Previous] | [±X] | [X,XXX]/month | [X]% | High/Med/Low |
| [Long-tail keyword] | [Position] | [Previous] | [±X] | [XXX]/month | [X]% | High/Med/Low |

**Ranking Change Analysis:**

**Improved Rankings (↗️):**
- **[Keyword 1]:** Position [X] → [Y] (+[Z] positions) - [Analysis of improvement factors]
- **[Keyword 2]:** Position [X] → [Y] (+[Z] positions) - [Analysis of improvement factors]
- **Success Factors:** [Common elements driving improvements: optimization, reviews, PPC support, etc.]

**Declined Rankings (↘️):**
- **[Keyword 1]:** Position [X] → [Y] (-[Z] positions) - [Analysis of decline factors]
- **[Keyword 2]:** Position [X] → [Y] (-[Z] positions) - [Analysis of decline factors]  
- **Risk Factors:** [Common elements causing declines: algorithm changes, competitor actions, etc.]

**Stable Rankings (→):**
- **[Keyword 1]:** Position [X] (stable) - [Analysis of stability factors and optimization opportunities]
- **[Keyword 2]:** Position [X] (stable) - [Analysis of stability factors and optimization opportunities]

### Ranking Factors & Performance Correlation Analysis

**A9 Algorithm Ranking Factors Assessment:**

**Relevance Factors (40% weight):**
- **Title Optimization Score:** [X]/10 ([Keyword density, placement, relevance])
- **Content Relevance Score:** [X]/10 ([Bullets, description, backend keyword optimization])
- **Category Accuracy Score:** [X]/10 ([Proper categorization and browse node selection])
- **Indexing Health Score:** [X]/10 ([Keyword indexing status and search visibility])

**Performance Factors (35% weight):**
- **Conversion Rate:** [X]% ([Category benchmark: Y]%, impact on rankings)
- **Click-Through Rate:** [X]% ([Search result engagement and attractiveness])
- **Session Duration:** [X] seconds ([Customer engagement and listing quality])
- **Sales Velocity:** [X] units/day ([Recent sales performance and momentum])

**Customer Satisfaction (20% weight):**
- **Review Score:** [X.X]/5 ([X] reviews, quality and recency impact)
- **Review Velocity:** [X] reviews/month ([Recent customer feedback frequency])
- **Return Rate:** [X]% ([Customer satisfaction and product quality indicator])
- **Customer Questions:** [X] answered ([Engagement and information completeness])

**Authority Factors (5% weight):**
- **Account Health:** [Score]/100 ([Seller performance and compliance])
- **Inventory Management:** [Score]/10 ([Stock levels and availability])
- **Brand Authority:** [Score]/10 ([Brand recognition and market presence])

### Competitive Analysis & Market Positioning

**Competitive Ranking Benchmark:**

**Direct Competitors Analysis:**
| Competitor | Shared Keywords | Average Position | Ranking Overlap | Competitive Advantage | Vulnerability |
|------------|-----------------|------------------|-----------------|----------------------|---------------|
| [Competitor 1] | [X]/[Y] keywords | Position [X.X] | [X]% | [Key strengths] | [Weaknesses to exploit] |
| [Competitor 2] | [X]/[Y] keywords | Position [X.X] | [X]% | [Key strengths] | [Weaknesses to exploit] |
| [Market Leader] | [X]/[Y] keywords | Position [X.X] | [X]% | [Key strengths] | [Weaknesses to exploit] |

**Market Share Analysis:**

Search Visibility Share: ├── Your Product: [X]% ([Position ranking distribution]) ├── Competitor 1: [X]% ([Market share comparison]) ├── Competitor 2: [X]% ([Market share comparison]) ├── Market Leader: [X]% ([Market share comparison]) └── Other: [X]% ([Fragmented market opportunity])


**Competitive Opportunity Analysis:**
- **Keyword Gaps:** [Keywords where competitors rank but you don't - opportunity identification]
- **Ranking Vulnerabilities:** [Keywords where competitors are weak - attack opportunities]
- **Market Expansion:** [Keywords with low competition but good volume - growth opportunities]

**Competitive Response Strategies:**
- **Defensive Strategy:** Protect current strong positions against competitive attacks
- **Offensive Strategy:** Target competitor weaknesses with strategic optimization
- **Market Expansion:** Enter new keyword territories with competitive advantage

### Historical Ranking Trends & Pattern Analysis

**Long-term Performance Trends:**

**6-Month Ranking Evolution:**

Ranking Trend Analysis: ├── Month 1: Average Position [X.X] ([X] keywords tracked) ├── Month 2: Average Position [X.X] ([±Y] change, [trend analysis]) ├── Month 3: Average Position [X.X] ([±Y] change, [trend analysis]) ├── Month 4: Average Position [X.X] ([±Y] change, [trend analysis]) ├── Month 5: Average Position [X.X] ([±Y] change, [trend analysis]) └── Month 6: Average Position [X.X] ([±Y] change, [overall trend assessment])


**Seasonal Ranking Patterns:**
- **Q1 Performance:** [Average position and trend during January-March]
- **Q2 Performance:** [Average position and trend during April-June]
- **Q3 Performance:** [Average position and trend during July-September]
- **Q4 Performance:** [Average position and trend during October-December]
- **Holiday Impact:** [Black Friday, Prime Day, seasonal keyword performance]

**Algorithm Update Impact Analysis:**
- **Recent Algorithm Changes:** [Known A9 updates and their impact on rankings]
- **Recovery Strategies:** [How rankings recovered from algorithm impacts]
- **Adaptation Tactics:** [Proactive measures for future algorithm changes]

### Ranking Improvement Strategy & Action Plan

**Priority Optimization Areas:**

**High-Impact Improvements (Position 4-10 → Top 3):**
- **[Keyword 1]:** Current Position [X] → Target Position [Y]
  - **Optimization Strategy:** [Specific actions: title optimization, content enhancement, PPC support]
  - **Timeline:** [Expected timeframe for improvement]
  - **Success Probability:** [X]% (based

Truncated for display — read the full file on GitHub.

Related Skills

View on GitHub
GitHub Stars712
CategoryOperations
Updated1mo ago
Forks120

Languages

Python

Trust signals

100/100

From repository metadata: license, adoption, age and documentation. Not a code audit — see the Safety scan above for what the skill file itself contains.

No cautions