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AureliusIvan
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geo-audit

Audit website surfacing and citations in AI answer engines.

2|Updated Jun 28, 2026
Search Tags:#audit#citations#seo#visibility#geo#ai-search
One-click install
npx skills add https://github.com/AureliusIvan/ai-geo-by-ivan --skill geo-audit-aureliusivan
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: geo-audit
Source: https://github.com/AureliusIvan/ai-geo-by-ivan/tree/main/skills/geo-audit
Command: npx skills add https://github.com/AureliusIvan/ai-geo-by-ivan --skill geo-audit-aureliusivan

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes assets (resource) components.

What problem does it solve?

This skill solves the lack of visibility in AI-driven answer engines by auditing how well a website is surfaced, cited, and understood by models like ChatGPT, Perplexity, and AI Overviews.

Core Features & Use Cases

  • Live AI Testing: Uses Chrome DevTools Protocol to simulate real user queries and measure actual brand citations in ChatGPT.
  • Multi-Pillar Analysis: Evaluates Presence, Authority, and Structure to identify why a site is or isn't being surfaced.
  • Automated Reporting: Generates a professional, graph-rich HTML report with a prioritized roadmap for improving generative engine optimization.

Quick Start

Run the geo-audit skill to perform a full visibility audit on the target website and generate the client-ready report.

Frequently Asked Questions about geo-audit

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

FAQPage Schema
How do I audit my website's visibility and citations in AI search engines?▼

Audit AI search visibility by simulating real user queries through Chrome DevTools Protocol to measure brand citations in engines like ChatGPT, evaluating technical structure, content authority, and off-site presence to generate a performance report.

What is Generative Engine Optimization and how does it analyze brand presence?▼

Generative Engine Optimization evaluates how well a website is surfaced and cited by AI answer engines. It analyzes Presence, Authority, and Structure pillars using automated subagent recon and live browser-based testing to identify why a site is or isn't being surfaced.

How do I test if ChatGPT or Perplexity surfaces my website in search results?▼

Test AI surfacing by using live browser-based testing via Chrome DevTools Protocol to execute real-time queries in AI answer engines. This simulates actual user queries to measure brand citation performance and website visibility across generative platforms.

Does this AI search audit require Chrome DevTools Protocol integration?▼

Yes, Chrome DevTools Protocol integration is required to execute the AI search visibility audit. It enables live testing by simulating real-time queries within target answer engines to accurately measure and evaluate actual brand citation performance.

What is the best way to generate a GEO performance report for AI answer engines?▼

Generate a GEO performance report by running a comprehensive visibility audit that evaluates off-site presence and technical structure, producing a professional, graph-rich HTML report with a prioritized roadmap for improving generative engine optimization.

Why does my website not appear in AI Overviews despite good traditional SEO?▼

Traditional SEO does not guarantee AI surfacing because answer engines evaluate content authority and off-site presence differently. A GEO audit identifies specific gaps in technical structure and authority signals causing the site to not be surfaced or cited.

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