zilisrikle

zilisrikle / geo-audit-skill

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AI citability audit for ChatGPT, Perplexity & Google AI Overviews. 6 specialist agents + 6 zero-dep Python scripts.

13
2
100% credibility
Found Apr 13, 2026 at 13 stars -- GitGems finds repos before they trend. Get early access to the next one.
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AI Analysis
Python
AI Summary

A collection of simple checkers and smart guides that evaluate and improve a website's chances of being ranked in traditional search and directly cited by AI chatbots like ChatGPT.

How It Works

1
📰 Discover AI Citations

You hear that just ranking high in search isn't enough— you want AI chatbots like ChatGPT to directly quote and recommend your website content.

2
📥 Grab the Free Checker

You easily download this handy set of checkers to your computer to see how your site measures up.

3
🔍 Scan Your Website

Simply type your site's web address and run a quick check to get an instant score on how citable it is by AI.

4
📊 See Your Score

You receive a clear grade out of 30 across six friendly categories, like data richness and freshness, with easy explanations.

5
💡 Get Improvement Tips

Smart suggestions pop up telling you exactly what to add, like FAQs or dates, to make AI love your page.

6
✨ Boost with Helpers

Use the built-in guides to rewrite content, spot unanswered questions, or add special markers for better AI pickup.

🎉 AI Starts Quoting You

Your website now gets directly cited and recommended by AI search tools, driving more visitors your way.

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AI-Generated Review

What is geo-audit-skill?

This Python project delivers a GEO audit skill for checking how well your site gets cited by ChatGPT, Perplexity, and Google AI Overviews, beyond just SEO rankings. It combines six zero-dep Python scripts for quick checks—like citability scores from 0-30, AI crawler access for 15 bots, schema validation, and PageSpeed metrics—with six specialist agents runnable in Claude Code for deeper analysis. Run a script via CLI on any URL to get JSON output spotting issues like blocked GPTBot access or weak data density.

Why is it gaining traction?

Unlike pure LLM tools prone to hallucination, it runs deterministic Python scripts first for facts (robots.txt, structure), then layers agent judgment only where needed. The offensive edge—question-mining from Reddit/Quora gaps scored by brand fit—turns audits into content attack plans, not just scores. Zero dependencies mean git clone and run, no pip or keys for core GEO/SEO audits.

Who should use this?

Content engineers and SEO leads optimizing pages for AI extraction, especially those targeting citability in ChatGPT answers or Perplexity summaries. Indie devs building blogs or tools that need FAQ/HowTo schema auto-gen and freshness signals. Marketers auditing enterprise sites for llms.txt compliance and 15-bot crawler blocks.

Verdict

Grab it for free non-commercial audits if you're experimenting with GEO—docs are thorough, scripts solid—but with 13 stars and 1.0% credibility score, it's early-stage; expect manual tweaks for WAF sites. Strong starter for Python CLI fans, skip for production-scale needs.

(198 words)

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