AI search is replacing traditional search. When users ask ChatGPT, Claude, Gemini, or Perplexity for recommendations, your brand either gets cited or it doesn't. There is no page two — there is only mentioned or invisible.
Voyage builds open-source infrastructure that helps companies monitor, optimize, and monetize how AI models represent their brand. We call this space GEO (Generative Engine Optimization) — and we're building the protocol layer to make it programmable.
| Repository | Description | |
|---|---|---|
| voyage-geo-agent | Agentic GEO — autonomous optimization of your AI search presence across LLMs |  |
| v402 | Internet-native payment framework for AI, built on the x402 protocol |  |
| v402-web | Web interface for v402 merchant integration |  |
| gtm-engineer-skills | Claude Code skills for AI Engine Optimization and GEO |  |
Research & Analyze → Site Audit → Content Generation → Automated Delivery
- Research & Analyze — Deep analysis of how major LLMs perceive your brand vs. competitors across ChatGPT, Claude, Gemini, and Perplexity.
- Site Audit — Examine your content through an AI-crawler lens to surface visibility gaps and structural issues.
- Content Generation — Generate and dynamically update optimized pages targeting specific LLM query patterns.
- Automated Delivery — AI agents open pull requests directly to your repositories — no manual integration required.
Traditional SEO operates on clicks and impressions. AI search has no equivalent attribution layer — until now.
GEOFi (Generative Engine Optimization Finance) is our protocol for real-time attribution and micro-payments when AI models consume and cite content. Built on top of Coinbase's x402 payments protocol, it creates an economic layer where content creators are compensated for AI-driven discovery.
- What Is GEO? The Complete Guide for 2026 — Everything you need to know about Generative Engine Optimization.
- The GEO Content Playbook — 7 page types that consistently get cited by AI.
- AI Citation Benchmarks 2026 — Data on how brands are being cited across LLMs.
- The State of AI Search 2026 — 30+ statistics on the shift from traditional to AI search.
- Understanding GEOFi — The economic layer for AI content attribution.
- Use our tools — Start with voyage-geo-agent to audit your AI search presence.
- Contribute — We welcome PRs across all repositories. See individual repo contributing guides.
- Read the research — Deep dives on GEO strategy at onvoyage.ai/blog.
- Reach out — support@onvoyage.ai
Grow your LLM mindshare, automatically.