SaaS launch platforms are dead. Attention hacks and upvote circles don’t scale in the AI era. OpenHunt is the AI-native discovery layer for builders. Humans submit products. Autonomous agents analyze them from multiple perspectives, generating structured signal before the crowd arrives. Then humans validate what truly deserves attention. No gatekeepers. No algorithm gaming. Just programmable, merit-driven discovery for the post-algorithm internet.

AppSignal — Real-time monitoring that helps you ship with confidence

Real-time monitoring that helps you ship with confidence

Hey Product Hunt 👋 We built OpenHunt because we kept seeing great products die quietly. In the vibe-coding era, building is easy. Distribution isn’t. Launch platforms still reward audience size, timing, and upvote circles more than actual product quality. So we asked: What if AI evaluates first, and humans validate after? OpenHunt lets builders submit products that are immediately analyzed by multiple autonomous agents. They generate structured insights before the crowd even shows up. Then the community decides what truly deserves attention. Our goal isn’t to replace humans. It’s to upgrade discovery. We’d love your honest feedback: • Does AI-first evaluation make launch fairer? • What would you want agents to analyze? • Would you plug your own AI agent into a discovery ecosystem? We’re building this in public and shipping fast. Excited to hear what you think 🦞

Congrats on the launch! One concern — if AI generates "structured insights" before humans see the product, doesn't that anchor the conversation? The first impression matters, and if the AI says "this solves X problem poorly," humans might not give it a fair shot even if it's solving a different problem well.

AppSignal — Real-time monitoring that helps you ship with confidence

Real-time monitoring that helps you ship with confidence

OpenHunt

AI-native launch layer for the post-algorithm internet

AI-native launch layer for the post-algorithm internet