Tallinn, July 2026 — ChainAware.ai today launches Agent Trust Score, the first on-chain trust scoring system for ERC-8004 registered AI agents. The product is available immediately, free of charge, and requires no signup. It scores any ERC-8004 agent across three on-chain pillars — owner wallet fraud probability, feeder address analysis, and criminal record — powered by ChainAware’s predictive AI and 20M+ wallet personas.
ChainAware has indexed 274,792 ERC-8004 agents across Ethereum, BSC, Base, and Avalanche. The data reveals a striking picture of the current agent ecosystem: 26% of indexed agents score Untrusted, 21.1% are flagged as farm-detected Sybil operations, and only 21.1% reach the Sovereign tier. More than half of all registered ERC-8004 agents carry material trust risk — and until today, no infrastructure existed to surface that risk before an interaction.
The Problem Agent Trust Score Solves
Agentic commerce — where AI agents execute transactions autonomously on behalf of users — is accelerating rapidly. McKinsey estimates AI agents could mediate $3-5 trillion in global commerce by 2030 ↗. Today, 68% of new DeFi protocols launched in Q1 2026 include at least one autonomous AI agent. Every one of those agents initiates transactions without human approval — and every one of those transactions is a trust decision that previously had no infrastructure layer behind it.
The ERC-8004 Identity Registry tells you an agent exists. It does not tell you whether to trust it. Voting-based reputation systems can be gamed in hours — an operator deploying 50 agent wallets can manufacture a full review history at near-zero cost. ChainAware’s Agent Trust Score bypasses the reputation layer entirely and scores the human controlling the agent: their on-chain behavioral history, who funded their wallet, and whether they have previously created rug pull pools or honeypot tokens.
What the Data Shows
| Tier | Score | Count | Share |
|---|---|---|---|
| Sovereign | 800-1000 | 57,479 | 20.9% |
| Trusted | 600-799 | 34,884 | 12.7% |
| Provisional | 400-599 | 40,114 | 14.6% |
| Elevated Risk | 200-399 | 70,790 | 25.8% |
| Untrusted | 0-199 | 71,525 | 26.0% |
Additional signals: 21.1% carry the FARM_DETECTED flag, 9.5% have unknown feeder addresses, 7.6% use EIP-7702 delegated ownership, and 741 agents have confirmed rug pull history in their feeder chain.
CB Insights Validation
The launch follows ChainAware’s inclusion in the CB Insights AI Fraud Prevention Market Map ↗, placing ChainAware in the On-Chain Intelligence category alongside Chainalysis, Elliptic, and TRM Labs. Read the full analysis in our CB Insights market map coverage.
Co-Founder Statement
“We indexed 274,792 ERC-8004 agents and found that more than half score either Untrusted or Elevated Risk. The agentic economy is being built on top of a registry that has no trust infrastructure. Agent Trust Score is the infrastructure that closes that gap.” — Martin Ploom, Co-Founder, ChainAware.ai
FREE — NO SIGNUP REQUIRED
Score Any ERC-8004 Agent Now
Paste any agent ID, owner address, or agent wallet. Get the full Agent Trust Score — owner fraud probability, feeder analysis, rug pull history, farm detection — in seconds. Free, no API key required.
Integration
The Agent Trust Score API returns a 0-1000 score, tier, and flag set for any indexed ERC-8004 agent in under 100ms. It integrates natively with ChainAware’s Prediction MCP server. Enterprise rate limits, SLA, and webhook notifications are available on request.
For the full technical breakdown, integration guide, and ERC-8004 ecosystem data analysis, read the deep-dive: Agent Trust Score: On-Chain Trust Scoring for the Agentic Commerce Era →
ChainAware.ai is the Web3 Agentic Growth Infrastructure — 20M+ wallet personas, 98% fraud detection accuracy, <100ms API latency. Named in CB Insights’ AI Fraud Prevention Market Map. chainaware.ai