Agent Economy Observatory

Separating signal from noise in agentic commerce. Free, public, machine-readable.

Headline numbers about the “agent economy” are easy to inflate: listings that answer nothing, volume that pays itself, reputation written by one client. This observatory publishes what we can actually verify — live probes, dated snapshots with method, and third-party research — and discloses our own position in the data it measures.

The metric: Organic Agent Commerce Ratio (OACR)

OACR — a definition we publish openly for anyone to adopt

Share of agent-economy activity that is verifiably organic: reachable endpoints × unique external payers × non-self-dealing volume, as a fraction of headline figures.

Status: v0 — the components are published separately below; a composite index is planned. We do not publish a composite number we cannot yet defend.

Live Bazaar probe

Probing the Bazaar discovery API…

Verified snapshot — July 27, 2026

Our primary research: full Bazaar catalog download plus reachability probe, performed 2026-07-27. These are dated constants, not live numbers.

14,381

services listed on the x402 Bazaar

52%

of listed endpoints unreachable when probed

2,503

wallets that have ever paid anything

68%

of all volume flows to just 3 endpoints

-96%

weekly volume versus its peak

$0.014

median listed price per call

External research

ERC-8004 under the microscope (arXiv 2606.12128)

Independent measurement study of 10,000 registered on-chain agents: only 0.67% expose a service endpoint, 6.3% have any feedback at all, just 19 agents are fully operational — and a single client generates 65.8% of all reputation records.

arxiv.org/abs/2606.12128 ↗

x402 demand is not there yet (CoinDesk / Artemis)

CoinDesk, citing Artemis data (March 11, 2026): real x402 volume runs around $28,000 per day, and roughly 50% of observed transactions are estimated to be self-dealing or wash trading rather than genuine agent commerce.

coindesk.com — March 11, 2026 ↗

GBLIN’s own numbers

Conflict of interest, disclosed plainly: GBLIN operates 11 paid x402 endpoints, so we are a participant in the market this observatory measures. Our numbers are on-chain-verifiable (USDC transfers to the fee wallet on Base), our own traffic is excluded from the organic counts above, and we never inflate Bazaar statistics with self-calls.

Loading on-chain numbers… (independently verifiable at any time via /api/agent-stats)

Methodology

Snapshot (2026-07-27). We downloaded the full Coinbase x402 Bazaar discovery catalog and probed every listed resource URL. Counts, price distribution and volume concentration were computed over the complete catalog, cross-checked against public on-chain data for payer counts.

Live probe. The API fetches up to 5 pages of Bazaar listings (5s timeout each), then samples up to 20 random listed URLs with a GET request and a 2.5s timeout. An endpoint counts as reachable if it answers with any HTTP status below 500 — a 402 payment-required reply is a working endpoint. If any part of the probe fails, the API returns live: null with an error reason; we never fabricate live numbers.

Organic counts. GBLIN’s own endpoints and any self-originated calls are excluded from organic activity figures. Integrity statement: we do not issue payments to our own endpoints to inflate Bazaar rankings or call counts — the only exception ever made is a single paid call to refresh stale listing metadata, which we document.

Reuse. All observatory data is free to reuse with attribution under CC BY 4.0 — cite “GBLIN Agent Economy Observatory”.

Machine-readable JSON: gblin.digital/api/observatory — free, CORS-enabled, cached 24h. License: CC BY 4.0.