TRM Finds AI Agents Drive Just 0.6%-7.5% of x402 Payments
TRM Labs examined nearly 198.9 million settlements worth about $52.7 million processed through Coinbase’s x402 protocol on Base, Solana and Polygon since May 2025. After removing self-payments, abnormal flows and other suspicious activity, only $25.62 million was classified as potentially commercial activity.
Using two analytical models, TRM estimated that AI agents accounted for between 0.6% and 7.5% of that commercial value, equivalent to roughly $150,000 to $1.92 million. The report cautioned that x402 transaction records do not prove AI involvement, as scripts, scheduled tasks, load tests and self-trading can produce identical on-chain patterns.
USDC represented 99.6% of total settlement value, highlighting stablecoins as the main payment medium for x402. TRM said better agent registration, counterparty reputation data and monitoring designed for high-volume, low-value payments are needed before the AI agent economy can scale.
The findings may challenge bullish assumptions about AI agent payments, although Binance, Coinbase, Amazon and Stripe continue investing in the sector. For crypto traders, the data suggests that current x402 activity reflects infrastructure adoption more than proven AI-driven demand. Near-term sentiment may remain cautious, while long-term growth will depend on verifiable usage, compliance and sustained commercial activity.
Neutral
The market impact is neutral because the report presents both a demand warning and a longer-term infrastructure opportunity. The finding that AI agents may account for only 0.6% to 7.5% of x402 commercial settlement could pressure tokens and projects associated with the AI payment narrative, particularly if traders had priced in rapid adoption. It also reinforces concerns that headline transaction counts may include automated scripts rather than genuine economic activity.
In the short term, traders may reduce exposure to AI-related crypto themes, while stablecoin and payment infrastructure assets could see relatively stronger interest because USDC dominates x402 settlement. However, the report does not identify a protocol failure or a security incident, so a broad crypto-market sell-off is unlikely based on this news alone.
Over the longer term, the data may improve market quality by encouraging better attribution, agent identity systems, compliance tools and commercial-use tracking. Similar early-stage blockchain narratives have often shown high transaction counts before real users and revenues became clear. If verifiable AI agent activity accelerates, the report could eventually be viewed as a baseline rather than a rejection of the sector. For now, traders are likely to demand evidence of recurring commercial volume before assigning higher valuations.