AgentScore — Trust & Reputation Layer for the AI Agent Economy
The AI agent economy is booming — $7.8B in 2025, projected $10.9B in 2026 — but it has a fundamental trust problem. When a business subscribes to an AI agent for customer support, lead qualification, or code generation, how do they know it works reliably? Current "agent reputation" scores on emergin
The Problem
The AI agent economy is booming — $7.8B in 2025, projected $10.9B in 2026 — but it has a fundamental trust problem. When a business subscribes to an AI agent for customer support, lead qualification, or code generation, how do they know it works reliably? Current "agent reputation" scores on emerging marketplaces are gamed with fake reviews (Source: Reddit r/AI_Agents discussions). There's no standardized way to evaluate an agent's reliability, safety, accuracy, or compliance before deploying it.
This is the "pre-Yelp restaurant era" for AI agents. Businesses are spending money on agents that may hallucinate, leak data, or simply not perform. Agent builders can't prove their agents are trustworthy. Marketplaces can't differentiate quality from noise.
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