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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.
Agentic Generative Engine Optimizaiton
| Date | Stars |
|---|---|
| 2026-07-31 | 381 |
| 2026-08-06 | 381 |
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<p align="center"> <img src="assets/header.svg" alt="Voyage GEO" width="900"/> </p> <p align="center"> <a href="#quick-start">Quick Start</a> · <a href="#using-with-claude-code">Claude Code</a> · <a href="#cli-reference">CLI Reference</a> · <a href="#supported-ai-models">Models</a> · <a href="./docs/">Docs</a> </p> <p align="center"> <a href="https://pypi.org/project/voyage-geo/"><img src="https://img.shields.io/pypi/v/voyage-geo?style=flat-square&color=7ECBC0" alt="PyPI"/></a> <a href="./LICENSE"><img src="https://img.shields.io/badge/license-MIT-7ECBC0?style=flat-square" alt="MIT License"/></a> <img src="https://img.shields.io/badge/python-3.11+-7ECBC0?style=flat-square&logo=python&logoColor=white" alt="Python 3.11+"/> <img src="https://img.shields.io/badge/async-throughout-7ECBC0?style=flat-square" alt="Async"/> </p> --- ## Sample Report <img width="1716" height="987" alt="Screenshot 2026-02-16 at 11 32 37 AM" src="https://github.com/user-attachments/assets/7c502fb5-e9ee-4d1c-b370-66709d4f38fa" /> <img width="1079" height="451" alt="Screenshot 2026-02-16 at 11 32 52 AM" src="https://github.com/user-attachments/assets/639794e3-d414-4d9f-96b5-c92664ed24c4" /> Open source **Generative Engine Optimization** (GEO) CLI tool. Analyze how AI models (ChatGPT, Claude, Gemini, Perplexity, DeepSeek, Grok, Llama) reference and recommend your brand. **SEO analytics, but for AI search engines.** ## How It Works ``` Brand Input → Research → Generate Queries → Run Against AI Models → Analyze → Report ``` 1. **Research** your brand — scrapes your website, builds a brand profile with competitors, USPs, keywords 2. **Generate queries** — creates realistic search queries real people would type into ChatGPT/Perplexity (brand-blind, so queries never mention your brand) 3. **Execute** — sends queries to multiple AI models via OpenRouter (or direct API keys) 4. **Analyze** — measures mention rate, sentiment, mindshare, competitor positioning, narrative themes, USP coverage gaps 5. **Report** — generates interactive HTML reports with charts, plus JSON/CSV/Markdown exports ## Quick Start ### Prerequisites - Python 3.11+ - An [OpenRouter API key](https://openrouter.ai/keys) (one key for all AI models), or individual provider API keys ### Install ```bash pip install voyage-geo ``` Or install from source: ```bash git clone https://github.com/onvoyage-ai/voyage-geo-agent.git cd voyage-geo-agent pip install -e . ``` ### Configure API Keys ```bash cp .env.example .env # Edit .env — at minimum, set OPENROUTER_API_KEY ``` ### Run an Analysis ```bash # Full pipeline python3 -m voyage_geo run -b "YourBrand" -w "https://yourbrand.com" --no-interactive # Or with specific providers python3 -m voyage_geo run -b "YourBrand" -w "https://yourbrand.com" \ -p chatgpt,gemini,claude,perplexity-or -f html,json,csv,markdown --no-interactive ``` ## Using with AI Agents Voyage GEO ships an interactive skill that works with [Claude Code](https://docs.anthropic.com/en/docs/claude-code), [OpenClaw](https://openclaw.ai), and any agent that supports the `SKILL.md` format. ### Install Skills For this package, use this skill entrypoint: ```bash curl -s https://raw.githubusercontent.com/onvoyage-ai/voyage-geo-agent/main/voyage-geo-aeo-analysis/SKILL.md ``` If needed, fallback to GitHub-hosted instructions: ```bash curl -s https://raw.githubusercontent.com/onvoyage-ai/voyage-geo-agent/main/AGENTS.md ``` ### Install Local Agent Command Tell your agent to fetch and follow the install instructions: ``` https://raw.githubusercontent.com/onvoyage-ai/voyage-geo-agent/main/AGENTS.md ``` The agent will `pip install voyage-geo` and create the skill automatically. Works with Claude Code, OpenClaw, and any agent that supports `SKILL.md`. ### Available Skills | Command | Description | |---------|-------------| | `/voyage-geo-aeo-analysis` | Single all-in-one skill that handles both brand GEO runs and category leaderboard workflows | ## App
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Read on GitHubWould you bet a product on this? Bounded 0–100 and slow moving.
matched fp:91ca35a094155539, llm:Repository name: 'voyage-geo-agent'; description: 'Agentic Generative Engine Optimizaiton' (sic). Language: Python. Suggests an agent (agentic) and generative engine optimization likely for geospatial ('geo') tasks.
matched fp:91ca35a094155539, llm:Repository name: 'voyage-geo-agent'; description: 'Agentic Generative Engine Optimizaiton' (sic). Language: Python. Suggests an agent (agentic) and generative engine optimization likely for geospatial ('geo') tasks.
matched fp:91ca35a094155539, llm:Repository name: 'voyage-geo-agent'; description: 'Agentic Generative Engine Optimizaiton' (sic). Language: Python. Suggests an agent (agentic) and generative engine optimization likely for geospatial ('geo') tasks.