{
  "name": "Selected cosmetics brands: declared label-text review",
  "reviewDate": "2026-10-06",
  "methodVersion": "inci-names-v6",
  "source": "Open Beauty Facts and contributors",
  "sourceExportUrl": "https://static.openbeautyfacts.org/data/openbeautyfacts-products.jsonl.gz",
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  "scope": "Entire official bulk export scanned for the existing 62 directory brand tags. This is database coverage, not complete manufacturer catalogs or independently validated current formulas. Brand tags can overlap, so summed brand memberships are not unique products.",
  "matchingNote": "Complete-name aliases and supported numbered families across 123 reference entries, including nonpolymer subjects. The vocabulary is incomplete and most individual references remain under review. A name match cannot establish particles or risk; a missing match is not absence. All source-label validation remains pending.",
  "dateNote": "Export release and processing dates do not establish when a package was photographed, its formula changed or a label was validated. Source record modification timestamps can describe any database edit.",
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  "brandMemberships": 9868,
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