Vitrina AI

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Listing copy, and the sentences that get it suppressed

Short, practical notes on claim compliance for Amazon and Shopify sellers — based on real pages, not on theory.

Why AI-written Amazon listings get flagged: 7 claim patterns, and how to rewrite them

The seven patterns that come up most often in AI-drafted listings — borrowed authority, the accidental medical device, invented statistics, undocumented green claims, origin drift — and the rewrite we actually deliver for each.

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Free claim check on one product page

Send one product URL. Every factual claim comes back marked supported, needs evidence or remove, with the rewritten lines.

Request the free claim check