Amazon Listing Optimizer Skill

The Amazon Listing Optimizer maximizes product visibility by optimizing every element of an Amazon listing. It impacts both organic search ranking AND paid advertising performance, creating a compounding effect on sales.

Core Capabilities

1. Title Optimization

•Keyword-rich title generation
•Character limit compliance (200 chars)
•Brand + key features + benefits structure
•A/B testing recommendations
•Mobile-first optimization (first 80 chars critical)

2. Bullet Point Enhancement

•Benefit-focused copy
•Keyword integration (natural, not stuffed)
•Scannable formatting
•Emotional triggers + feature callouts
•5 bullets × 500 chars optimization

3. Backend Search Terms

•250-byte keyword extraction
•Competitor keyword gap analysis
•Misspelling inclusion strategy
•Synonym and related term coverage
•Prohibited term filtering

4. Product Description / A+ Content

•SEO-optimized descriptions
•A+ Content module recommendations
•Brand story integration
•Cross-sell opportunities
•Comparison charts

5. Image Optimization Guidance

•Main image requirements check
•Lifestyle image recommendations
•Infographic content suggestions
•Video placeholder identification
•Image SEO (alt text, file names)

Optimization Workflow

Full Listing Audit

json

{
  "action": "audit_listing",
  "asin": "B0EXAMPLE123",
  "marketplace": "US"
}

Response:

json

{
  "listing_audit": {
    "asin": "B0EXAMPLE123",
    "overall_score": 72,
    "grade": "B-",
    "potential_uplift": "+25-40% visibility",
    
    "title": {
      "score": 65,
      "current": "Wireless Bluetooth Headphones",
      "issues": [
        "Too short (28 chars vs 200 max)",
        "Missing key features (noise cancelling, battery life)",
        "No brand name"
      ],
      "recommendation": "ACME Wireless Bluetooth Headphones - Active Noise Cancelling, 40H Battery, Hi-Fi Sound, Comfortable Over-Ear Design for Travel, Work, Gaming - Black"
    },
    
    "bullets": {
      "score": 70,
      "issues": [
        "Bullet 3 is feature-only, no benefit",
        "Missing emotional triggers",
        "Keyword 'noise cancelling' not in bullets"
      ],
      "recommendations": [
        {
          "bullet": 1,
          "current": "40 hour battery life",
          "improved": "⚡ 40-HOUR MARATHON BATTERY - Travel cross-country or work all week without recharging. Quick charge gives 3 hours playback from just 10 minutes."
        }
      ]
    },
    
    "backend_keywords": {
      "score": 55,
      "bytes_used": 180,
      "bytes_available": 250,
      "missing_opportunities": [
        "headset", "earphones", "audiophile", "podcast", "zoom calls",
        "wireless headset", "bluetooth 5.0", "foldable headphones"
      ],
      "recommended_additions": "headset earphones audiophile podcast zoom calls wireless over ear foldable travel work gaming music"
    },
    
    "images": {
      "score": 80,
      "count": 6,
      "issues": [
        "No lifestyle image showing person wearing headphones",
        "No size comparison image",
        "Video slot empty"
      ],
      "recommendations": [
        "Add lifestyle image: person on airplane using headphones",
        "Add infographic: battery life comparison chart",
        "Add video: 30-second feature highlight"
      ]
    },
    
    "a_plus_content": {
      "has_a_plus": true,
      "score": 75,
      "recommendations": [
        "Add comparison chart module vs competitors",
        "Include brand story module",
        "Add FAQ section"
      ]
    }
  }
}

Title Generator

json

{
  "action": "generate_title",
  "asin": "B0EXAMPLE123",
  "product_type": "headphones",
  "brand": "ACME",
  "key_features": ["noise cancelling", "40h battery", "bluetooth 5.0"],
  "target_keywords": ["wireless headphones", "noise cancelling headphones"]
}

Response:

json

{
  "title_options": [
    {
      "title": "ACME Wireless Noise Cancelling Headphones - 40H Battery, Bluetooth 5.0, Hi-Fi Stereo Sound, Comfortable Over-Ear Design for Travel & Work",
      "length": 142,
      "keyword_density": "optimal",
      "mobile_preview": "ACME Wireless Noise Cancelling Headphones - 40H Battery..."
    },
    {
      "title": "ACME Active Noise Cancelling Bluetooth Headphones, 40 Hour Playtime, Over Ear Wireless Headset with Hi-Fi Sound for Travel, Work, Gaming",
      "length": 147,
      "keyword_density": "optimal",
      "mobile_preview": "ACME Active Noise Cancelling Bluetooth Headphones, 40 Hour..."
    }
  ],
  "a_b_test_recommendation": "Test option 1 vs option 2 for 2 weeks, measure CTR and conversion rate"
}

Backend Keyword Optimizer

json

{
  "action": "optimize_backend_keywords",
  "asin": "B0EXAMPLE123",
  "current_keywords": "wireless bluetooth headphones noise",
  "competitors": ["B0COMP001", "B0COMP002"]
}

Response:

json

{
  "backend_optimization": {
    "current_bytes": 45,
    "max_bytes": 250,
    "utilization": "18%",
    
    "competitor_keywords_missing": [
      "headset", "earbuds", "over ear", "on ear", "studio",
      "gaming", "podcast", "audiophile", "commute", "office"
    ],
    
    "high_volume_missing": [
      {"keyword": "wireless headset", "search_volume": 135000},
      {"keyword": "bluetooth headset", "search_volume": 98000},
      {"keyword": "noise cancelling earbuds", "search_volume": 74000}
    ],
    
    "recommended_backend": "headset earbuds over ear studio gaming podcast audiophile commute office travel work music calls zoom meeting comfortable foldable portable lightweight long battery hi-fi stereo bass",
    "recommended_bytes": 248,
    
    "excluded_terms": [
      {"term": "best", "reason": "Subjective claim - prohibited"},
      {"term": "Sony", "reason": "Competitor brand - prohibited"},
      {"term": "cheap", "reason": "Devalues product perception"}
    ]
  }
}

Impact Metrics

Element	Impact on Organic	Impact on PPC
Title Optimization	+20-40% impressions	+15-25% CTR
Bullet Enhancement	+10-20% conversion	+10-15% conversion
Backend Keywords	+30-50% keyword reach	+20-30% relevance score
Image Optimization	+15-25% conversion	+10-20% CTR
A+ Content	+5-15% conversion	Indirect (brand trust)

Integration Points

Consumes from:

•market-researcher: Competitor listings, keyword volumes
•knowledge-synthesizer: Trend data, seasonal keywords
•grok-admaster-operator: PPC keyword performance data

Feeds to:

•Amazon Seller Central (via API)
•campaign-strategist: New keyword opportunities
•evolution-engine: A/B test results for optimization

Compliance Checks

Built-in Amazon policy compliance:

•✅ No promotional language ("sale", "free shipping")
•✅ No time-sensitive claims ("new", "limited time")
•✅ No competitor brand names
•✅ No subjective claims ("best", "#1")
•✅ Character/byte limits enforced
•✅ HTML tag restrictions

Files

code

.agent/skills/amazon-listing-optimizer/
├── SKILL.md
├── scripts/
│   ├── title_generator.py
│   ├── bullet_optimizer.py
│   ├── backend_keyword_extractor.py
│   └── listing_scorer.py
└── resources/
    ├── prohibited_terms.json
    └── category_templates.json

This skill bridges the gap between organic and paid - optimizing listings to maximize BOTH channels.