Why is SSR critical for AI search engines?

Most AI crawlers, such as GPTBot and ClaudeBot, do not execute JavaScript. If your content is rendered client-side, these bots see an empty page, preventing your site from being cited in AI search results.

Which AI crawlers does this skill audit for?

The skill checks robots.txt directives for major AI bots including GPTBot (OpenAI), ClaudeBot (Anthropic), PerplexityBot, Google-Extended, and Common Crawl's CCBot.

What is the difference between SEO and GEO?

While SEO focuses on traditional search engine rankings, GEO (Generative Engine Optimization) focuses on making content accessible and authoritative for AI models to use in generated answers and citations.

Does this skill provide actionable fixes?

Yes, it generates a detailed GEO-TECHNICAL-AUDIT.md report that scores eight technical categories and provides specific recommendations for improving crawlability, performance, and security.

GEO Technical SEO Auditor

Name: GEO Technical SEO Auditor
Author: lev-os

bylev-os

•

Marketing Automation

Conducts deep technical SEO audits with a focus on Generative Engine Optimization (GEO) and AI crawler accessibility.

The GEO Technical SEO Auditor is a specialized diagnostic skill designed to ensure websites are fully optimized for both traditional search engines and modern AI agents. It goes beyond standard SEO by prioritizing Generative Engine Optimization (GEO) requirements, specifically auditing for Server-Side Rendering (SSR) compatibility and AI-specific crawler access (like GPTBot and ClaudeBot). The skill evaluates eight critical categories—including crawlability, Core Web Vitals, and security headers—to generate a comprehensive markdown report that identifies why a site may be failing to appear in AI search citations or traditional rankings.

Key Features

01AI Crawler Access Audit for GPTBot, ClaudeBot, and PerplexityBot

02Core Web Vitals assessment including INP and LCP metrics

03Server-Side Rendering (SSR) validation for JavaScript-heavy sites

041 GitHub stars

05Automated GEO-TECHNICAL-AUDIT.md report generation with scoring

06Comprehensive Crawlability and Indexability health checks

Use Cases

01Preparing a site for AI Search Overviews by optimizing technical foundations and crawl depth.

02Troubleshooting why a domain is being blocked by major AI training bots in robots.txt.

03Auditing a JavaScript framework site to ensure content is visible to non-JS AI crawlers.

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add lev-os/agents geo-technical

For use in Claude.ai and ChatGPT