Most job seekers apply to hundreds of jobs and hear nothing back.
The research explains why. A 2022 experiment on 20 million LinkedIn users proved that the people most likely to get you a job aren't your close contacts — they're the people you barely know. Weak ties. Granovetter proved this in 1973 and it was just causally validated at scale.
The problem: there's no way to see this structure in your network. Your LinkedIn connections list is just names.
So I built the map.
Navox Network — drop your LinkedIn CSV export and get:
- Your entire network as a force-directed graph scored by tie strength
- Structural bridges identified — your rarest, most valuable connections
- Gap analysis showing what's missing
- Outreach queue telling you exactly who to contact first
- AI coach that knows your actual network
100% free. Open source. Your data never leaves your browser.
🔗 Try it: https://www.navox.tech/network
⭐ GitHub: https://github.com/navox-labs/network
🚀 Launching today on ProductHunt — would love your support: https://www.producthunt.com/products/navox-network?utm_source=other&utm_medium=social
Built with Next.js 14, TypeScript, react-force-graph-2d, d3-force, PapaParse. No backend. No database. No auth.
Ask me anything about the tie strength algorithm or the graph architecture.
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