serp-analysis
SERP analysis techniques for intent classification, feature identification, and competitive intelligence. Use when analyzing search results for content strategy.
Best use case
serp-analysis is best used when you need a repeatable AI agent workflow instead of a one-off prompt.
SERP analysis techniques for intent classification, feature identification, and competitive intelligence. Use when analyzing search results for content strategy.
Teams using serp-analysis should expect a more consistent output, faster repeated execution, less prompt rewriting.
When to use this skill
- You want a reusable workflow that can be run more than once with consistent structure.
When not to use this skill
- You only need a quick one-off answer and do not need a reusable workflow.
- You cannot install or maintain the underlying files, dependencies, or repository context.
Installation
Claude Code / Cursor / Codex
Manual Installation
- Download SKILL.md from GitHub
- Place it in
.claude/skills/serp-analysis/SKILL.mdinside your project - Restart your AI agent — it will auto-discover the skill
How serp-analysis Compares
| Feature / Agent | serp-analysis | Standard Approach |
|---|---|---|
| Platform Support | Not specified | Limited / Varies |
| Context Awareness | High | Baseline |
| Installation Complexity | Unknown | N/A |
Frequently Asked Questions
What does this skill do?
SERP analysis techniques for intent classification, feature identification, and competitive intelligence. Use when analyzing search results for content strategy.
Where can I find the source code?
You can find the source code on GitHub using the link provided at the top of the page.
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SKILL.md Source
plugin: seo
updated: 2026-01-20
# 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
1. **Search the keyword** using WebSearch
2. **Analyze result types**:
- All informational = Informational intent
- Mix of reviews/comparisons = Commercial intent
- Product pages dominant = Transactional intent
- Single brand dominant = Navigational intent
3. **Check for mixed intent** (common for broad keywords)
4. **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:
1. **Domain authority** (relative, not exact)
2. **Content format** (guide, listicle, comparison, etc.)
3. **Word count** (approximate)
4. **Heading structure** (H2 topics covered)
5. **Unique angle** (what makes them different)
6. **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
```markdown
## 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}
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