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Editorial Policy & Governance

How pages are produced, how AI assistance is used and reviewed, and how we handle corrections.

Publishedpolicy status
2026-09-16last updated
4sections

How a page is made

Pages are assembled from the governed data pipeline — the same normalized records that drive the Purity Score — not hand-written per city. Editorial text frames the data; it never invents figures.

AI assistance and human review

We use AI assistance to structure and draft explanatory copy. Data derivation is deterministic and reproducible, and material is reviewed by the PurityMap editorial team before publication.

Corrections

If a record looks wrong, we want to know. Correction and utility-claim requests are reviewed against the underlying source; when a source is updated, the derived pages update on the next build.

Independence from commerce

Findings are computed before any commercial offer is considered. A product recommendation is matched to a documented concern; it never changes which findings appear or how a system scores.

Responsible: PurityMap Editorial Team

This document is maintained by the PurityMap Editorial Team and updated with a visible modification date. See a discrepancy or have a question about this policy? Use the paths below.

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