Copyattest
A catalog evidence workflow that inventories merchant declarations, flags detection candidates, maps qualified disclosure policy and verifies point-of-interaction delivery.
Retail catalogs mix human, assisted and generated descriptions, review summaries and imagery. The supplied research confirms two commercial detection interfaces and an August 2026 European transparency date, but detector accuracy varies and the legal scope asserted for ordinary ecommerce copy requires primary-source review.
Copyattest starts with merchant and vendor provenance declarations. Detection results are triage candidates with model, threshold and uncertainty, never proof of authorship. Legal owners decide whether a content type and audience require a notice, then approve wording and placement.
Merchant assertion, detector candidate, provenance evidence, applicability finding, notice approval, technical injection, display readback, correction and regulator outcome remain separate. A signed scan receipt proves what was tested, not who created content or whether the catalog complies.
The first release should cover one catalog field and one counsel-approved rule. It excludes automatic content labeling, review authenticity decisions, universal jurisdiction mapping and claims that detector accuracy transfers to the merchant's catalog.
Ecommerce, legal or catalog-operations leader responsible for AI-assisted product content and customer-facing disclosures
The supplied research identifies an August 2026 European transparency date.
Detection can surface undeclared content, while false positives can mislabel human work and mislead consumers.
The record contains one cross-reference and four inbound links.
Near-term transparency attention creates urgency, catalog fields are concrete and two detection interfaces are verified.
Detection cannot prove authorship, legal scope is uncertain, adjacent disclosure tools exist and no structural incumbent barrier is evidenced.
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