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Answered 402 · 2026-08-21 Data & Research

Data Quality Gate

https://www.aidatatools.dev/api/clean

Our Verdict

A human read this entry. That is the one thing true of everything on the list. Beyond that: the endpoint answered an x402 request when we knocked it, on the date shown. That date is the claim — not a word, a date. None of it is a delivery test. We have not paid for this and graded what came back, so read it as "we checked what is stated above," never as "this is worth the money."

Deterministic post-scrape data cleaner: repairs how data was encoded — residual HTML, mojibake (`Café` → `Café`), invisible characters, non-breaking spaces — never what it says. The 20 rules are published free at `GET /api/clean` before you pay: 7 automatic, 5 opt-in (they change row count, type or schema), 8 report-only — near-duplicates are never merged, failed extractions never deleted. No LLM: identical input yields byte-identical output. `POST /api/clean` $0.04 returns the cleaned data, `/api/clean/audit` $0.12 adds a reversible ledger, `POST /api` $0.01 returns a quality verdict (RELIABLE/USABLE_WITH_CLEANING/UNRELIABLE) with per-check facts. USDC on Base or Solana. ([OpenAPI](https://www.aidatatools.dev/openapi.json)) ([llms.txt](https://www.aidatatools.dev/llms.txt))

API / Service · APIs & Services

Rater Grades

No independent rater grade published for this entry yet. What we publish is above: who read it, and whether its endpoint answered on a date we can show. Neither is a measurement of what it returns after payment.

Embed Your Listing

Copy a snippet. The badge and the card render live from this page, so they stay current — and they say what we actually found, not that you passed something. If we ever knock your endpoint and it stops answering, the embed changes on its own. That is the point of it.

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