Blog
Thinking on AI agent trust, reputation infrastructure, and the future of autonomous commerce.
ScoutScore is a Working ERC-8183 Evaluator
We ran the full ERC-8183 lifecycle on Base Sepolia. ScoutScore evaluated a provider, scored it 73/100, and released escrowed funds on-chain. Trust data now gates agent payments.
x402 Ecosystem Quality Report: 24 Days of Monitoring Data
24 days of monitoring 1,700+ x402 service domains. Average fidelity 52/100, 80.6% uptime, 10,658-service spam cluster. What the data says about x402 service reliability.
What Is an AI Agent Trust Score?
An AI agent trust score is a 0-100 rating measuring service reliability. How scores are calculated, what makes a good score, and how to check via SDK.
AI Agent Reputation Systems: How They Work in 2026
How AI agent reputation systems track service behavior. Comparing behavioral monitoring, peer feedback, on-chain attestation, and identity verification.
AI Agent Trust Infrastructure: The 2026 Landscape
Comparing AI agent trust projects in 2026. ScoutScore, Replenum, Procta, Kite AI, KAMIYO, and ERC-8004 ranked by scoring models, chain support, and coverage.
Is It Safe to Let AI Agents Make Payments?
AI agent payments can be safe with proper trust infrastructure. The risks of x402 payments, how trust scoring prevents fraud, and minimum safety setup.
What Is a FICO Score for AI Agents?
A FICO score for AI agents measures service reliability before payments. How ScoutScore scores 2000+ services with a 4-pillar behavioral trust model.
How to Verify an AI Agent Service Before Paying
Step-by-step guide to verifying AI agent services before paying. Red flags, manual vs automated checks, and setting up continuous trust verification.
How to Evaluate x402 Services Before Your Agent Pays
Developer guide to evaluating x402 services with ScoutScore SDK. Code examples, scoring breakdowns, red flag detection, and agent payment safety.
x402 Protocol Trust and Security Guide
Guide to x402 protocol security and service trust. How the protocol works, ecosystem trust gaps, spam statistics, and x402 service reliability basics.