x402intel · measured as of 2026-09-16
An evidence-bound answer built from a validated measurement and its declared limits.
What the measured evidence supports
Of 1186 x402 sellers validated on-chain on Base, 402 show distributed (healthy) demand, 288 show concentrated (whale-led or intermediated) demand, and 11 show self-dealing patterns; 485 have too little on-chain activity to classify. These four buckets account for all 1186. Descriptive on-chain fact, an indicator — never an accusation.
The classification is a descriptive indicator computed from observable structure. It is not a finding of intent, identity, or wrongdoing about any participant.
The figures describe the measured sample and the coverage stated by the methodology, not the whole population. Where coverage is partial, the gap is declared rather than estimated.
Readers and agents can inspect the companion dataset, follow the public methodology, and query the API from the links below.
This answer applies only to the observed sample, measurement window, and coverage stated by the linked methodology.
Interpretation should preserve the caveats attached to every used claim rather than generalize beyond available coverage.
Evidence and access
Scope limits: measured-sample, indicator-not-accusation.
This is a cross-post. The canonical version — kept up to date as the measurement changes — lives at https://x402intel.uk/blog/what-does-on-chain-demand-quality-look-like-across-x402-sellers-d7771d98.
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