I built a LinkedIn network analyzer in 6 days using science from 1973. Here's what I found.

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