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serp-analysis

Analyze search engine results pages to identify ranking factors and SERP features.

17|5|Updated Jun 15, 2026
Search Tags:#content strategy#keyword research#SEO optimization#SERP analysis#AI-driven insights
One-click install
npx skills add https://github.com/abdu6666/Bunny-AI-Agent --skill serp-analysis-abdu6666
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: serp-analysis
Source: https://github.com/abdu6666/Bunny-AI-Agent/tree/main/templates/seo-agent/.claude/skills/serp-analysis
Command: npx skills add https://github.com/abdu6666/Bunny-AI-Agent --skill serp-analysis-abdu6666

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) and references (resource) components.

What problem does it solve?

This Skill empowers you to understand and optimize search engine results pages, revealing ranking factors, SERP features, and user intent.

Core Features & Use Cases

  • SERP Composition Analysis: Maps what appears on the search results page.
  • Ranking Factor Identification: Discovers reasons why pages rank high.
  • SERP Feature Mapping: Identifies featured snippets, People Also Ask, and knowledge panels.
  • AI Overview Analysis: Inspects when and how AI answers appear.
  • Intent Signal Detection: Confirms user intent from SERP composition.
  • Content Format Recommendations: Suggests optimal format based on what ranks.
  • Difficulty Assessment: Evaluates realistic ranking potential.

Quick Start

Run 'Analyze the SERP for [keyword]' to start the analysis.

Frequently Asked Questions about serp-analysis

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
What is SERP analysis and how does it reveal search ranking factors?▼

SERP analysis evaluates search engine results pages to identify ranking factors, map SERP features like featured snippets, and detect user intent to inform content strategy and SEO optimization.

How do I analyze search engine results pages to understand user intent?▼

Analyze SERP composition to detect intent signals by mapping featured snippets, People Also Ask sections, and knowledge panels that confirm what users are searching for.

Can I evaluate AI-generated content and AI overviews in search results?▼

Inspect AI overviews by analyzing when and how AI answers appear on the SERP, evaluating their impact on ranking potential and content format recommendations.

What is the best way to assess keyword difficulty for SEO optimization?▼

Assess keyword difficulty by evaluating realistic ranking potential through SERP composition analysis, identifying high-ranking pages and dominant SERP features.

How do I identify SERP features like featured snippets and knowledge panels?▼

Map SERP features by analyzing the search results page composition to locate featured snippets, People Also Ask sections, and knowledge panels for content strategy development.

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