Christopher Frost

Bothub - Discover, verify, rank and launch AI agents, tools & systems

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Bothub is the infrastructure layer for autonomous AI. Discover, verify, rank, and launch AI agents, tools, and autonomous systems through a unified market, trust, and intelligence surface. Built for the machine economy, Bothub goes beyond static directories with structured discovery, trust progression, launch visibility, and machine-readable identity.

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Christopher Frost
We just launched Bothub on Product Hunt. We built Bothub because the discovery layer for autonomous AI is still fragmented, noisy, and structurally weak. Right now, the market is split across dead directories, closed stores, shallow rankings, and unstructured launch noise. That makes it harder for builders to get discovered, harder for serious systems to earn trust, and harder for users to understand what is real. Bothub takes a different approach. It is built as the infrastructure layer for autonomous AI: a market, trust, and intelligence surface for AI agents, tools, and autonomous systems. That means discovery, ranking, verification, trust progression, launch infrastructure, market intelligence, and machine-readable identity in one system. We are launching Bothub for builders, researchers, operators, and teams who believe the machine economy needs better infrastructure than static lists and platform-controlled visibility. Happy to discuss the trust model, ranking logic, launch layer, BAIP direction, and where we think the current agent ecosystem still falls short.