geo-audit

Audits websites for AI search visibility and produces a weighted composite GEO Score with prioritized fixes.

15|3|Updated Jul 9, 2026
One-click install
npx skills add https://github.com/thefear078/cursor-kit-for-ai --skill geo-audit-thefear078
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: geo-audit
Source: https://github.com/thefear078/cursor-kit-for-ai/tree/main/plugins/geo-seo/skills/geo-audit
Command: npx skills add https://github.com/thefear078/cursor-kit-for-ai --skill geo-audit-thefear078

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve? Websites optimized only for traditional SEO often remain invisible to AI search engines and LLM crawlers, and teams lack a structured way to measure and fix citability, schema, crawler access, and content trust gaps. ## Core Features & Use Cases - Composite GEO Score: Combines five weighted categories (citability 25%, content E-E-A-T 25%, technical 20%, schema 15%, crawlers/llms.txt 15%) into a 0-100 score with confidence levels. - Runnable Command Pack: Provides curl-based commands to fetch raw HTML, count JSON-LD blocks, check robots.txt, sitemap.xml, llms.txt, and noindex flags across key pages. - Severity Triage & 30-Day Plan: Classifies findings as Blocker, Major, or Minor and maps them to a week-by-week remediation plan with owners. - Use Case: An agency runs a pre-proposal audit on a prospect's SaaS site, discovers the pricing page is a client-rendered shell with no Organization schema, and delivers a scored report with a prioritized fix plan. ## Quick Start Audit the website example.com for AI search visibility and produce a GEO Score with a prioritized action plan.

Frequently Asked Questions about geo-audit

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

FAQPage Schema
How do I audit a website for AI search visibility?▼

Fetch the homepage as raw HTML with curl, check robots.txt, sitemap.xml, and llms.txt, then score five weighted categories: citability, content E-E-A-T, technical foundation, schema, and crawler access. Combine them into a 0-100 GEO Score with severity-triaged findings.

What is a GEO Score and how is it calculated?▼

A GEO Score is a 0-100 composite measuring AI search readiness. It weights citability at 25%, content E-E-A-T at 25%, technical at 20%, schema at 15%, and crawlers plus llms.txt at 15%, with sub-scores normalized to 100 before blending.

Why must I fetch raw HTML instead of converted markdown for a GEO audit?▼

Markdown converters strip JSON-LD blocks located in the HTML head, which removes the structured data needed to evaluate schema and entity recognition. Always save raw HTML with curl and grep for application/ld+json blocks.

Does blocking AI crawlers like GPTBot affect AI search traffic?▼

Yes. Blocking AI crawlers in robots.txt makes the site invisible to those AI systems, which is classified as a Blocker-level finding. Sites expecting AI referral traffic must allow tier-1 AI crawlers while optionally restricting others.

What are the limitations of a homepage-only GEO audit?▼

Homepage-only audits receive Low confidence because inner pages often carry the citability content AI systems cite. A standard audit should analyze at least 10 URLs including money pages like pricing, product, and top blog posts.