Serp Analysis Agent Skill

SERP Analysis

When to Use

• Analyzing search results for a keyword
• Classifying search intent
• Identifying SERP feature opportunities
• Competitive intelligence gathering

Intent Classification

Intent Types

| Intent | SERP Signals | User Goal | Content Format |

|--------|--------------|-----------|----------------|

| Informational | Wikipedia, knowledge panels, "what is" queries | Learn something | Guide, tutorial, explainer |

| Commercial | Reviews, comparisons, "best X" queries | Compare options | Comparison, listicle, review |

| Transactional | Product pages, shopping results, "buy X" | Purchase something | Product page, pricing |

| Navigational | Brand homepage, login pages | Find specific site | Homepage, login page |

Classification Process

• Search the keyword using WebSearch
• Analyze result types:
• All informational = Informational intent
• Mix of reviews/comparisons = Commercial intent
• Product pages dominant = Transactional intent
• Single brand dominant = Navigational intent
• Check for mixed intent (common for broad keywords)
• Note confidence level (% of results supporting classification)

SERP Features

Feature Identification

| Feature | How to Identify | Optimization Strategy |

|---------|-----------------|----------------------|

| Featured Snippet | Box at top with answer | Direct answer in first 100 words |

| People Also Ask | Expandable question boxes | FAQ section, answer common questions |

| Image Pack | Row of images | High-quality images with alt text |

| Video Results | YouTube thumbnails | Create video content |

| Local Pack | Map with business listings | GMB optimization, location pages |

| Knowledge Panel | Right sidebar info box | Schema markup, Wikipedia presence |

| Sitelinks | Sub-links under main result | Clear site structure, internal linking |

Featured Snippet Types

| Type | Format | How to Optimize |

|------|--------|-----------------|

| Paragraph | Text block | 40-60 word direct answer |

| List | Numbered/bulleted list | Use ordered/unordered lists |

| Table | Data table | Use HTML tables |

| Video | YouTube embed | Create relevant video content |

Competitive Analysis

Competitor Data to Collect

For each top 10 result, note:

• Domain authority (relative, not exact)
• Content format (guide, listicle, comparison, etc.)
• Word count (approximate)
• Heading structure (H2 topics covered)
• Unique angle (what makes them different)
• Content gaps (what they miss)

Competitor Matrix Template

| Rank | Domain | Format | Words | Unique Angle | Gap |

|------|--------|--------|-------|--------------|-----|

| 1 | {domain} | {format} | {count} | {angle} | {gap} |

| 2 | {domain} | {format} | {count} | {angle} | {gap} |

| ... | | | | | |

Output Format

## SERP Analysis: {keyword}

### Search Intent
- **Primary Intent**: {Informational | Commercial | Transactional | Navigational}
- **Confidence**: {percentage}%
- **Secondary Intent**: {if mixed}

### SERP Features Present
- [ ] Featured Snippet ({type})
- [ ] People Also Ask
- [ ] Image Pack
- [ ] Video Results
- [ ] Local Pack
- [ ] Knowledge Panel
- [ ] Sitelinks

### Competitor Analysis
| Rank | Domain | Format | Words | Unique Angle |
|------|--------|--------|-------|--------------|
| 1 | {domain} | {format} | {count} | {angle} |
...

### Content Gaps Identified
1. {gap} - {which competitors miss this}
2. {gap} - {which competitors miss this}

### Recommendations
1. **Content Format**: {recommended format based on SERP}
2. **Word Count**: {recommended based on competitors + 20%}
3. **Featured Snippet**: {opportunity and how to capture}
4. **Differentiator**: {unique angle to stand out}