Should AI translate the words printed on my product packaging?

Identify three language layers

List the physical label, added image annotations and normal listing text separately. For a fictional imported tea tin, the manufacturer’s English label remains product evidence. A French callout explaining the tin capacity is a marketing layer. A French product description is normal page content. Approve the wording and placement of each rather than issuing one broad “translate everything” request.

If there is an actual French packaging edition, use a reference of that edition and identify its SKU. Do not use a translated mockup as evidence that the real stock has that label. Ask the product owner which language will arrive at the customer’s door.

Use a translation boundary

This is a visual-fidelity review, not legal advice on market-specific labeling. AI rewriting does not establish that a package satisfies mandatory labeling requirements.

Brief the layers explicitly

A useful illustrative direction says: preserve all actual lettering and label geometry on the tin; put the approved French explanatory sentence outside the product; do not invent a French back label. Review both a full view and a readable crop. If small package words cannot be reproduced accurately, use the original product photograph or correct artwork in an appropriate editor rather than approving invented text.

Fictional exercise: the approved stock reference for TIN-EN shows the actual English words “NET 100 g.” A separately approved French callout could say “100 g de thé” outside the tin, while the photographed label stays as supplied. These invented words and SKU illustrate layer separation; they are not legally reviewed labeling for any market. Verify the real product quantity and translation before use.

If the request instead requires French words printed on the tin, ask for the actual localized edition and its reference/SKU. Until that edition is evidenced, hold that visual change rather than create a plausible translation on the package. A language-selection option cannot establish what is in the warehouse. Photoroom’s fidelity article is general product-preservation context, not a packaging-translation rule or compliance source. For the destination’s file-selection behavior, continue with localized resource review; for unclear small lettering, use label-text fidelity review.

Check the final shopper expectation

Show the delivered image beside the real stock reference and the localized listing. Ask whether a buyer could reasonably expect translated packaging from the picture. Remove that implication when it is false. Keep the market-copy approval and physical-edition record together. CartVisual’s copy-language option guides creative wording; it does not verify physical packaging editions or regulatory label requirements.