Does this require external SEO tool APIs?

While it can integrate with MCP network tools like Ahrefs via API keys, it also supports manual data input and web fetching for standalone analysis without paid subscriptions.

How does this skill help with SEO?

It automates the manual process of inspecting search results, identifying the specific content types, features, and authority levels needed to rank on page one.

What is the difference between this and the keyword-research skill?

Keyword research focuses on discovery and volume; SERP analysis focuses on the specific competition, layout, and winning strategies for a keyword you have already chosen.

Can I use this for local SEO analysis?

Yes, you can specify search locations and device types to see how SERPs vary across different geographic regions and mobile versus desktop environments.

Can it detect Google AI Overviews (SGE)?

Yes, it specifically analyzes AI Overview presence, the sources cited within them, and the patterns that trigger AI-generated answers for specific queries.

SERP Analysis & AI Overview Auditor

Name: SERP Analysis & AI Overview Auditor
Author: aaron-he-zhu

byaaron-he-zhu

•

377

•

营销自动化

Analyzes search engine results pages to identify ranking factors, SERP features, user intent, and AI overview patterns.

This skill provides a comprehensive breakdown of the search engine landscape for any given keyword, helping developers and SEOs understand exactly what is required to rank in the modern search era. It maps out SERP composition—including featured snippets, People Also Ask blocks, and Google AI Overviews—while evaluating the content structure and authority of top-ranking competitors. By identifying intent signals and calculating true keyword difficulty based on real-time results, it bridges the gap between raw data and actionable content strategy, ensuring every piece of content is engineered for maximum visibility and citation potential.

主要功能

01True Keyword Difficulty Assessment

02Search Intent Signal Detection

03Ranking Factor & Competitor Identification

04AI Overview & Citation Pattern Analysis

05SERP Composition & Feature Mapping

06377 GitHub stars

使用场景

01Auditing search results before creating new content

02Identifying opportunities for featured snippets and AI citations

03Analyzing why specific competitors are outperforming your pages

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add aaron-he-zhu/seo-geo-claude-skills serp-analysis

For use in Claude.ai and ChatGPT

Download Skill