Top AI Repos — open-source AI, indexed and scored
Top AI Repos tracks AI repositories on GitHub and answers two different questions about each one: is it moving right now, and would you bet a product on it.
Top AI Repos tracks AI repositories on GitHub and answers two different questions about each one: is it moving right now, and would you bet a product on it.
Open-source Answer Engine Optimization (AEO) & Generative Engine Optimization (GEO) toolkit — audit, optimize & track whether ChatGPT, Perplexity, Gemini & Google AI Overviews cite your site. AI SEO / LLM SEO. CLI, Python, MCP, Astro.
| Date | Stars |
|---|---|
| 2026-07-31 | 632 |
| 2026-08-04 | 642 |
| 2026-08-06 | 642 |
Today
— stars today
This week
— stars this week
This month
— stars this month
Momentum
35.0
growth rate 0.00%/day
<div align="center">
<img src="assets/geoready-logo.svg" alt="GeoReady GEO Optimizer — Answer Engine Optimization toolkit" width="640"/>
### The open-source **Answer Engine Optimization (AEO)** & **Generative Engine Optimization (GEO)** toolkit.
#### Audit, optimize, and track whether **ChatGPT, Perplexity, Gemini, Claude, and Google AI Overviews** can crawl, understand, and **cite** your website.
[](https://pypi.org/project/geo-optimizer-skill/)
[](https://python.org)
[](https://github.com/auriti-labs/geo-optimizer-skill/actions)
[](https://app.codecov.io/gh/Auriti-Labs/geo-optimizer-skill)
[](https://github.com/Auriti-Labs/geo-optimizer-skill/actions/workflows/ci.yml)
[](LICENSE)
[](https://modelcontextprotocol.io)
[](https://buymeacoffee.com/auritidesign)
**One command scores your site 0–100 on AI-search readiness, tells you exactly what to fix, and checks whether AI engines actually cite you.**
[Quick Start](#quick-start) · [Live Demo](https://geoready.dev) · [Pricing](https://geoready.dev/pricing) · [Sign Up](https://app.geoready.dev/signup) · [Documentation](https://auriti-labs.github.io/geo-optimizer-skill/) · [Changelog](CHANGELOG.md)
<img src="assets/demo.gif" alt="geo audit demo — AI visibility score 0-100 with prioritized fixes in one command" width="800"/>
**16 CLI commands** · **8 scoring categories** · **47 research-backed methods** · **7 output formats** · **1,720 tests** · academic foundation ([KDD 2024](https://arxiv.org/abs/2311.09735), [ICLR 2026](https://arxiv.org/abs/2510.11438)) · runs in CI/CD, as a [Python library](#python-api), an [MCP server](#mcp-server), or an [Astro integration](#astro-integration)
</div>
---
## What is GEO Optimizer?
**GEO Optimizer** is a free, open-source command-line tool (and Python library, MCP server, and [Astro integration](#astro-integration)) that measures how visible your website is to **AI answer engines** — ChatGPT, Perplexity, Google AI Overviews, Gemini, and Claude — and tells you how to get cited by them.
This discipline goes by several names; this tool covers all of them: **Answer Engine Optimization (AEO)**, **Generative Engine Optimization (GEO)**, **AI SEO**, **LLM SEO**, **AI Search Optimization**, and **AI visibility / LLM visibility** monitoring. If you're searching for an *"open-source AEO tool"*, a *"tool to check if ChatGPT cites my website"*, or an *"llms.txt checker"* — that's this.
```bash
# Zero install — score any site against 8 AI-readiness categories
uvx --from geo-optimizer-skill geo audit --url https://yoursite.com
```
It scores your site against **47 research-backed methods** ([Princeton KDD 2024](https://arxiv.org/abs/2311.09735), [AutoGEO ICLR 2026](https://arxiv.org/abs/2510.11438)) and generates the exact fixes — robots.txt bot rules, `llms.txt`, JSON-LD schema, and the content patterns models quote.
---
## Why AI visibility matters in 2026
AI search engines give one synthesized answer and **cite a handful of sources**. If your site isn't one of them, you're invisible — even if you rank #1 on Google.
```
User asks ChatGPT: "What's the best mortgage calculator?"
ChatGPT: "According to [Competitor.com], the formula is..."
↑ They get cited. You don't.
```
-Excerpt of 25,760 characters
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Would you bet a product on this? Bounded 0–100 and slow moving.
matched fp:2935862704b381c0, topic:mcp
matched fp:2935862704b381c0, topic:chatgpt