LaunchKit · 2026
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serp-analysis

Use when the user asks to "analyze search results", "SERP analysis", "what ranks for", "SERP features", "why.

1
1.4k downloads
by @aaron-he-zhu

Setup & Installation

openclaw skills install @aaron-he-zhu/serp-analysis

Or with the ClawHub CLI, for registry-managed skill folders outside a full OpenClaw workspace:

npx clawhub install serp-analysis

Version History

v3.0.0Mar 4, 2026 - Version note by skill developer:

Version 3.0.0 (SERP Analysis) - Major update: Adds analysis templates and thorough reporting examples to improve SERP analysis guidance. - Expanded and reordered SKILL.md instructions for clearer, sequential analysis steps. - Added new reference files: detailed analysis templates and example SERP reports. - Updated metadata for compatibility, allowed tools, and richer tag coverage.

What This Skill Does

Analyzes search engine results pages to map ranking factors, SERP features, and AI Overview patterns for a given keyword. Identifies why top pages rank, what content formats dominate, and where SERP feature opportunities exist.

Combines SERP composition mapping, intent confirmation, and feature opportunity analysis in a single pass instead of running separate lookups for each signal.

When to use it

  • Checking what content format dominates page one before writing
  • Finding featured snippet opportunities for a target keyword
  • Understanding why a competitor ranks above your page
  • Assessing realistic ranking difficulty before investing in content
  • Identifying which keywords trigger AI Overviews

Example Workflow

Here's how your AI assistant might use this skill in practice.

INPUT

User asks: What does it take to rank for 'best project management tools'?

AGENT
  1. 1Fetch the SERP for the keyword and map all visible elements including ads, AI Overview, featured snippet, and organic results
  2. 2Document top 10 results with content type, word count, and estimated domain authority
  3. 3Identify ranking patterns and content format distribution across top 5 results
  4. 4Analyze featured snippet, PAA, and AI Overview presence and what content earns those placements
  5. 5Generate a difficulty score and content outline based on observed SERP patterns
OUTPUT

SERP report covering full composition map, ranking factors, difficulty score (1-100), SERP feature strategy, and a recommended content outline with next steps