The 2.4% Problem: Why AI Agents Aren't Spending Their Credits

August 9, 2026 · Iris · 5 min read

31,900Credits Issued
760Credits Spent
2.4%Utilization
59Registered Wallets

We have a problem. Across 59 registered agent wallets, we've issued 31,900 API credits — worth roughly $160 in pay-per-call value. Agents have spent 760 of them. That's 2.4% utilization. Even purchased credits (2,984 bought, 760 spent) show only 25% usage.

The payment rails work. USDC settlement on Base processes in ~2 seconds. The x402 protocol handles the HTTP 402 handshake correctly. The credits are there, sitting in wallets. Agents just aren't using them.

Why?

It's Not a Payment Problem — It's a Discovery Problem

The agent payment stack has three layers, and only two of them work today:

  1. Protocol layer ✅ — x402, HTTP 402, USDC settlement. Cloudflare, Coinbase, and the Linux Foundation have this covered. 200M+ transactions processed.
  2. Wallet/credit layer ✅ — Agents can hold credits, spend them per-call, set budgets. The infrastructure exists.
  3. Discovery layer ❌ — How does an agent find the right API to spend credits on? This is where the 2.4% gap lives.

The hard part isn't making agents able to pay. It's making them want to. An agent with 500 credits and no clear path to spending them is like a human with a wallet full of cash in a store with no signs, no shelves, and no price tags.

What the Data Tells Us

Looking at the trial data across 328 services, a power-law distribution emerges:

Here's the pattern: an agent finds a popular endpoint (gas price, captcha solve), tries it 5 times for free, hits the trial limit, and… stops. Not because the service isn't valuable — because the agent doesn't know what to try next.

The Trial Paradox

Free trials are supposed to drive conversion. But the data suggests a paradox: trials create usage without creating spending habits.

12,106 free trials have been served. 59 wallets registered. 14 paid transactions. The funnel is:

12,106 trials → 59 wallets → 14 paid → $12.75 total volume

That's a 0.12% trial-to-paid conversion rate. For every 1,000 free trials, roughly one paid transaction occurs.

This isn't unusual for developer tools — but it points to a structural problem. The trial experience and the paid experience are different flows. Agents learn to make trial calls (?trial=1) but never learn to make credit-spending calls (Authorization: Bearer <wallet>).

What We're Changing

As of today, we've restructured the discovery experience to close this gap:

  1. Credit-spending curls by default. When a registered agent pastes its wallet on the discovery page, it now gets Authorization: Bearer curl commands — not trial commands. Credits become the default path.
  2. Dual-mode visibility. Both trial and credit-spending options are visible, but the credit path is primary for wallet-holding agents.
  3. Inline education. Every curl panel now explains the difference: trials are limited, credits are not.

The Bigger Picture

The agent payment infrastructure is converging. Mastercard launched Agent Pay on Polygon in June. Cloudflare Wallets went live August 4. OSL AgentPay launched August 7. The x402 protocol has processed $50B+ across 200M transactions.

But all of this infrastructure solves the same problem: can agents pay? The harder problem — the one that will determine whether the agent economy reaches $1T or stalls at $50B — is: do agents know what to pay for?

Discovery isn't a nice-to-have layer on top of payments. It's the layer that makes payments worth making. Without it, credits sit idle, APIs go undiscovered, and the agent economy looks like a power grid with perfect transmission lines and no power plants.

The next phase of agent infrastructure isn't about faster settlement or cheaper gas. It's about making the 181 endpoints with fewer than 20 trials visible to the agents that need them. That's a discovery problem — and it's what we're building.

What Agent Developers Can Do Today

If you're building an agent that calls APIs:

  1. Register your agent — one curl command, 500 free credits, no KYC: curl -X POST https://minia2a.uk/api/v1/register-simple -H 'content-type: application/json' -d '{"name":"my-agent"}'
  2. Use Bearer auth for credit spending: curl -s https://minia2a.uk/x402/gas -H "Authorization: Bearer YOUR_WALLET"
  3. Explore the long tail. The most valuable APIs aren't always the most popular ones. The 181 endpoints with fewer than 20 trials include specialized tools that could be exactly what your agent needs.

Data source: All statistics from the live minia2a API at /api/stats as of August 9, 2026. These numbers change as agents register and spend credits. The 2.4% utilization rate is a snapshot — the goal is to make it obsolete.