serp-analysis
Analyze search engine results pages to understand ranking factors, SERP features, and AI overview patterns.
- Maps SERP composition including AI Overviews, featured snippets, People Also Ask, knowledge panels, and organic results to reveal what Google shows for a query
- Analyzes top 10 ranking pages for common patterns: domain authority, content length, freshness, structure, and on-page factors that drive rankings
- Identifies SERP feature opportunities (featured snippets, PAA answers) and strategies to win them, plus AI Overview citation patterns
- Generates difficulty scores (1–100) based on domain authority, backlinks, and content quality requirements, with realistic assessments for new vs. established sites
- Produces actionable recommendations including minimum content requirements, differentiators needed to rank, and optimal content format based on observed SERP patterns
SERP Analysis
Maps SERP structure, ranking patterns, and feature opportunities so the user can target a query realistically.
Quick Start
Analyze the SERP for [keyword]
What does it take to rank for [keyword]?
Skill Contract
Expected output: a prioritized SERP brief plus the standard handoff summary for memory/research/.
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