Can it analyze my competitors?

Yes, if SerpAPI is available, the skill can compare your page structure, word count, and schema types against the top-ranking results for your target keywords to identify optimization gaps.

What makes the 'Action Report' different from a standard SEO audit?

Instead of vague advice, the Action Report provides specific 'before and after' code blocks (HTML, JSON-LD, or configurations) that you can directly apply to your site to improve rankings.

Do I need external API keys to use this skill?

While Playwright provides basic on-page analysis, full performance data requires access to Google Search Console, Google Analytics 4, or SerpAPI tools within your Claude Code environment.

What is AEO and why does this skill include it?

AEO stands for Answer Engine Optimization. This skill analyzes how well your content is structured for AI models and search features like Google's AI Overviews, ensuring your pages are optimized to be the primary source for AI-generated answers.

SEO & AEO Analysis

Name: SEO & AEO Analysis
Author: treasure-data

bytreasure-data

•

Marketing Automation

Conducts deep SEO and Answer Engine Optimization (AEO) audits to improve search rankings and visibility in AI-generated answers.

This skill empowers developers and marketers to perform professional-grade SEO and AEO audits directly within Claude Code. By integrating with tools like Playwright, Google Search Console, and SerpAPI, it analyzes page structure, keyword performance, and SERP features to deliver data-driven dashboards and actionable recommendations. It goes beyond traditional SEO by focusing on AI readability, E-E-A-T signals, and 'Answer Engine' performance, providing specific code-level changes to optimize for both humans and AI models.

Key Features

01Advanced AEO scoring based on content structure, entity properties, and E-E-A-T signals.

02Visual analysis via full-page screenshots to detect layout issues and trust signals.

03Interactive action reports featuring side-by-side 'as-is' vs 'to-be' code recommendations.

04Automated data dashboards visualizing search performance, keyword drift, and SERP features.

05Multi-tool integration with GSC, GA4, SerpAPI, and Playwright for comprehensive data.

0616 GitHub stars

Use Cases

01Comparing on-page schema and heading structures against top-ranking competitors in the SERP.

02Identifying and fixing keyword cannibalization using real-time Search Console data.

03Optimizing product pages for better visibility in Google's AI Overviews and Rich Results.

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add treasure-data/td-skills seo-analysis

For use in Claude.ai and ChatGPT

Key Features

01Advanced AEO scoring based on content structure, entity properties, and E-E-A-T signals.

02Visual analysis via full-page screenshots to detect layout issues and trust signals.

03Interactive action reports featuring side-by-side 'as-is' vs 'to-be' code recommendations.

04Automated data dashboards visualizing search performance, keyword drift, and SERP features.

05Multi-tool integration with GSC, GA4, SerpAPI, and Playwright for comprehensive data.

0616 GitHub stars

Use Cases

01Comparing on-page schema and heading structures against top-ranking competitors in the SERP.

02Identifying and fixing keyword cannibalization using real-time Search Console data.

03Optimizing product pages for better visibility in Google's AI Overviews and Rich Results.