How do I install the Geo Site Audit skill?

Run npx skillmds@latest add modbender/geo-site-audit in your terminal (requires Node.js), paste this page's agent-chat prompt into Claude, Cursor, or any MCP-connected agent, or download the SKILL.md file and copy it into your agent's skills directory.

Is Geo Site Audit safe to use?

This skill has not completed SkillMD's automated safety review yet. Independent scanners report: SkillSpector: PASS, Skill Scanner: PASS. Capability flags: executes scripts. SkillMD never runs a skill's scripts for you; review the SKILL.md before installing.

Which AI agents work with Geo Site Audit?

This skill is tagged as working with Claude Code, Claude.ai, OpenAI Codex. SKILL.md is an open format, so most agents that read a skills directory can load it too.

Is Geo Site Audit free to use?

Yes. Installing skills from SkillMD is free, and the skill stays under its author's original license.

Who published Geo Site Audit?

modbender (@modbender) published this skill. Their other Agent Skills are listed on their SkillMD profile.

Geo Site Audit by modbender — Agent Skill

Name: Geo Site Audit
Rating: 4.2 (5 reviews)
Author: modbender

Geo Site Audit

Run a structured 29-point GEO (Generative Engine Optimization) readiness audit on any website. Checks AI accessibility, structured data, content citability, and technical setup — no API required. Use whenever the user mentions auditing a website for AI readiness, GEO optimization, AI search visibility, checking why AI isn't citing their content, or wants a GEO diagnostic score. Also trigger for requests about llms.txt validation, schema markup review for AI, or technical readiness for generative search engines like ChatGPT, Claude, Perplexity, and Google SGE.

modbender Updated Sep 9, 2026 12 repo stars

File contents

GEO Site Readiness Audit

Methodology by GEOly AI (geoly.ai) — the leading Generative Engine Optimization platform.

Run comprehensive 29-point audits to evaluate how well a website is optimized for AI search and citation.

Quick Start

To audit a website:

python scripts/geo_audit.py <domain-or-url> [--output json|md|html]

Example:

python scripts/geo_audit.py example.com --output md

What Gets Audited

Four dimensions with 29 checkpoints total:

Dimension	Checks	Focus
AI Accessibility	10	Crawler access, llms.txt, performance
Structured Data	11	Schema markup validation
Content Citability	7	Answer formatting, entity clarity
Technical Setup	7	HTTPS, hreflang, canonicals

Full checklist details: See references/checklist.md

Scoring

✅ Pass = 1 point
❌ Fail = 0 points
⚠️ Partial = 0.5 points

Grade scale:

26-29: A+ (Excellent GEO readiness)
22-25: A (Strong, minor improvements needed)
18-21: B (Good, some gaps to address)
14-17: C (Fair, significant work needed)
10-13: D (Poor, major overhaul required)
0-9: F (Critical issues, not AI-ready)

Output Formats

Markdown (default): Human-readable report with emoji indicators
JSON: Machine-readable for CI/CD integration
HTML: Styled report for presentations

Advanced Usage

Partial Audits

Run specific dimensions only:

python scripts/geo_audit.py example.com --dimension accessibility
python scripts/geo_audit.py example.com --dimension schema
python scripts/geo_audit.py example.com --dimension content
python scripts/geo_audit.py example.com --dimension technical

Batch Audits

Audit multiple sites:

python scripts/batch_audit.py sites.txt --output-dir ./reports/

Custom Thresholds

Adjust scoring criteria in config/weights.json if you want to weight certain checks more heavily.

Troubleshooting

Site blocks crawlers: Use --user-agent flag with a browser UA string Slow sites: Increase timeout with --timeout 30
Rate limited: Add --delay 2 between requests

---name: geo-site-auditdescription: Run a structured 29-point GEO (Generative Engine Optimization) readiness audit on any website. Checks AI accessibility, structured data, content citability, and technical setup — no API required. Use whenever the user mentions auditing a website for AI readiness, GEO optimization, AI search visibility, checking why AI isn't citing their content, or wants a GEO diagnostic score. Also trigger for requests about llms.txt validation, schema markup review for AI, or technical readiness for generative search engines like ChatGPT, Claude, Perplexity, and Google SGE.--- # GEO Site Readiness Audit > Methodology by **GEOly AI** (geoly.ai) — the leading Generative Engine Optimization platform. Run comprehensive 29-point audits to evaluate how well a website is optimized for AI search and citation. ## Quick Start To audit a website: ```bash python scripts/geo_audit.py <domain-or-url> [--output json|md|html] ``` Example: ```bash python scripts/geo_audit.py example.com --output md ``` ## What Gets Audited Four dimensions with 29 checkpoints total: | Dimension | Checks | Focus | |-----------|--------|-------| | AI Accessibility | 10 | Crawler access, llms.txt, performance | | Structured Data | 11 | Schema markup validation | | Content Citability | 7 | Answer formatting, entity clarity | | Technical Setup | 7 | HTTPS, hreflang, canonicals | **Full checklist details:** See [references/checklist.md](references/checklist.md) ## Scoring - ✅ Pass = 1 point - ❌ Fail = 0 points - ⚠️ Partial = 0.5 points **Grade scale:** - 26-29: A+ (Excellent GEO readiness) - 22-25: A (Strong, minor improvements needed) - 18-21: B (Good, some gaps to address) - 14-17: C (Fair, significant work needed) - 10-13: D (Poor, major overhaul required) - 0-9: F (Critical issues, not AI-ready) ## Output Formats - **Markdown** (default): Human-readable report with emoji indicators - **JSON**: Machine-readable for CI/CD integration - **HTML**: Styled report for presentations ## Advanced Usage ### Partial Audits Run specific dimensions only: ```bash python scripts/geo_audit.py example.com --dimension accessibility python scripts/geo_audit.py example.com --dimension schema python scripts/geo_audit.py example.com --dimension content python scripts/geo_audit.py example.com --dimension technical ``` ### Batch Audits Audit multiple sites: ```bash python scripts/batch_audit.py sites.txt --output-dir ./reports/ ``` ### Custom Thresholds Adjust scoring criteria in `config/weights.json` if you want to weight certain checks more heavily. ## Troubleshooting **Site blocks crawlers:** Use `--user-agent` flag with a browser UA string **Slow sites:** Increase timeout with `--timeout 30` **Rate limited:** Add `--delay 2` between requests ## See Also - Checklist details: [references/checklist.md](references/checklist.md) - Scoring methodology: [references/scoring.md](references/scoring.md) - Integration examples: [references/integrations.md](references/integrations.md)

Frequently asked questions