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serp-analysis

Analyze SERPs to identify ranking factors, features, and AI overview triggers.

25|5|Updated Dec 24, 2025
Search Tags:#content-optimization#seo#keyword-research#serp-analysis#paa#ranking-factors#ai-overviews
One-click install
npx skills add https://github.com/buda-ai/bunny-agent --skill serp-analysis-buda-ai
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: serp-analysis
Source: https://github.com/buda-ai/bunny-agent/tree/main/templates/seo-agent/.claude/skills/serp-analysis
Command: npx skills add https://github.com/buda-ai/bunny-agent --skill serp-analysis-buda-ai

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

SERP analysis reveals ranking factors, SERP features, user intent patterns, and AI overview triggers, helping teams understand what it takes to rank.

Core Features & Use Cases

  • SERP Composition Analysis: map what appears on the results page and identify opportunities.
  • Ranking Factor Identification & SERP Feature Mapping: understand why top results rank and which features to target.
  • AI Overview & Intent Signals: examine AI-generated overviews and user intent signals to guide content planning.

Quick Start

Analyze a target keyword's SERP to identify ranking factors, SERP features, user intent signals, and AI overview opportunities, then translate findings into an actionable content plan.

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 ranking factors?▼

SERP analysis maps search engine results pages to identify ranking factors, SERP features, and user intent signals. It reveals why top results rank and which page features to target for content optimization.

How do I analyze AI overviews and People Also Ask (PAA) signals for keyword research?▼

Analyze AI overviews and PAA signals by mapping SERP features to understand user intent patterns. This identifies AI overview triggers and content gaps to guide your keyword research and content planning.

How do I map SERP features for a target keyword to plan content?▼

Map SERP features by analyzing the search results composition for a target keyword. Identify opportunities like AI overviews and PAA boxes, then translate these findings into an actionable content optimization plan.

What's the best way to assess competitors using SERP composition analysis?▼

Assess competitors using SERP composition analysis to understand why top results rank. Map page features and user intent patterns to inform your competitive assessment and optimization strategies.

Can I use SERP analysis for content optimization without relying on external tools?▼

SERP analysis provides a structured framework for mapping features and identifying ranking factors directly. You can apply this analytical framework to keyword research and content planning without external dependencies.

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