geo-auditor

Audit website GEO readiness across robots.txt, Schema.org, content, and AI signals.

1|Updated Mar 6, 2026
One-click install
npx skills add https://github.com/kernex-dev/kernex-agent --skill geo-auditor
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: geo-auditor
Source: https://github.com/kernex-dev/kernex-agent/tree/main/deploy/skills/geo-auditor
Command: npx skills add https://github.com/kernex-dev/kernex-agent --skill geo-auditor

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

The GEO Auditor evaluates a website's readiness to be discovered and cited by AI answer engines by analyzing robots.txt crawler access, Schema.org structured data, content quality, and emerging AI-readiness signals to surface blockers and estimate impact.

Core Features & Use Cases

  • Robots.txt audit: Detects whether key AI crawlers (gptbot, claudebot, perplexitybot, etc.) are allowed or blocked and flags launch-blockers.
  • Schema.org analysis: Finds JSON-LD entity types and completeness gaps for Organization, Product, Article, FAQPage and other high-value schemas.
  • Content quality scoring: Measures word count, factual density, heading hierarchy, meta tags, and canonical usage to estimate content credibility.
  • AI-readiness signals: Checks for llms.txt, agents.md, and sitemap.xml presence and reports their contribution to AI discoverability.
  • Actionable output: Returns tiered numeric scores, critical blockers, and a prioritized, ROI-focused remediation plan for site owners and developers.
  • Use Cases: Launch readiness for product pages, e-commerce listings, local business profiles, and marketing homepages seeking rapid citation in ChatGPT, Perplexity, or Claude.

Quick Start

Run a GEO audit on https://example.com and return tiered scores, detected blockers, and a prioritized action plan.

Frequently Asked Questions about geo-auditor

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

FAQPage Schema
How do I check if my website is ready for AI citation in ChatGPT and Perplexity?

To check AI citation readiness, audit your site's robots.txt crawler access for gptbot and perplexitybot, validate Schema.org JSON-LD, and score content quality. This surfaces critical blockers and returns a prioritized action plan to improve visibility in AI answer engines.

Does blocking gptbot in robots.txt prevent my content from appearing in AI search results?

Blocking gptbot in robots.txt prevents your content from being cited by AI answer engines. A GEO audit detects whether key AI crawlers are allowed or blocked, flags these launch-blockers, and provides a remediation plan to restore crawler access for AI discoverability.

What Schema.org structured data do I need for generative engine optimization?

For generative engine optimization, your site needs complete JSON-LD for high-value schemas like Organization, Product, Article, and FAQPage. A GEO audit identifies missing entity types and completeness gaps in your structured data to maximize citation probability.

How do I audit my site for llms.txt and AI discoverability signals?

To audit AI discoverability signals, check your site for llms.txt, agents.md, and sitemap.xml presence. A GEO audit evaluates these files alongside content quality and crawler access, reporting their contribution to AI discoverability and returning tiered numeric scores.

Can I use a GEO audit for e-commerce product listings and local business pages?

Yes, a GEO audit works for e-commerce product listings, local business profiles, and marketing homepages. It evaluates content quality, structured data completeness, and crawler access to estimate citation visibility across public websites seeking rapid discovery in AI answer engines.

Why is my website not showing up in Claude answer citations despite having good content?

Your website may not appear in Claude citations due to blocked claudebot crawlers, missing JSON-LD structured data, or absent AI-readiness signals like llms.txt. A GEO audit identifies these specific blockers and returns a prioritized, ROI-focused remediation plan for developers.