Mistral AI Fashion Translation Prompts: Keep Sizes and Product Facts Intact
Use Mistral to translate the meaning of a fashion brief while keeping product identifiers, measurements and verified facts unchanged. Translation is not permission to convert a size M into a guessed regional size or turn a fabric trade name into a technical claim.
This workflow supports written content for men's and women's clothing: shirts, kurtas, dresses, tailoring, co-ords and other categories. It produces drafts for language review, not certified translations or automatic storefront localisation.
The AI-generated editorial artwork is illustrative. It is not a Mistral image output or evidence that the pictured women's garments are available from TryBuy.
Prepare a source-of-truth glossary
Supply the approved original text, a garment glossary, locked brand and SKU strings, and the target language and audience. Keep factual product fields separate from styling suggestions. Mark care and measurement fields that are absent instead of asking the model to create them.
Mistral has documented multilingual conversational workflows in its official product guidance. Interface names, models and access can change. These are language-task instructions, not a promise of identical accuracy across all languages.
Eight copyable Mistral fashion translation prompts
1. Build the terminology glossary first
Read the approved fashion text and propose a glossary for [target language]. Keep brand names, SKUs and supplied fabric trade names unchanged. For culturally specific garment terms, suggest a transliteration plus a short explanation where needed. Flag uncertain equivalents for a human reviewer.
2. Translate without upgrading claims
Translate this approved product description into [target language] for [audience]. Preserve all qualifiers, exclusions and unknowns. Do not turn a blend into a pure fibre, visible decoration into handwork or a styling suggestion into a product promise. Return uncertainty notes separately.
3. Preserve size labels and numbers
Translate the size-selection instructions while keeping every supplied letter size, measurement and unit unchanged. Do not infer US, UK, EU or other size equivalents. Keep men's, women's and children's charts separate. Flag ambiguous measurement names instead of inventing dimensions.
4. Explain a requested unit conversion transparently
Only when I explicitly request unit conversion, convert the provided measurements and show original value, original unit, converted value and rounding rule. Do not convert size labels into numeric sizes. Mark missing measurements unresolved and retain the original source values for review.
5. Translate care instructions conservatively
Translate only the care instructions supplied in the approved record. Preserve warnings and restrictions. Do not add wash temperatures, machine-wash permission, bleaching or ironing guidance. Where care is absent, keep the absence explicit and request the garment-label information.
6. Adapt an image brief across languages
Translate this creative brief while preserving the protected garment details, reference labels, pose constraints and illustration disclaimer. Keep visual directions separate from factual specifications. Do not add regional stereotypes, landmarks or styling elements merely because the target language changed.
7. Draft natural search metadata
Write a concise title and meta description in [target language] using only the translated approved facts. Use natural garment terminology, not a literal keyword list. Preserve the brand name and avoid offers, availability claims or ranking promises that the source does not support.
8. Compare the translation with the original
Audit the translated text against the source and glossary. Check every SKU, number, unit, material term, included item and care restriction. Identify changed meanings and ambiguous terms. Provide a back-translation only as an additional check, not proof that the translation is correct.
Review language and facts separately
A fluent sentence can still contain a wrong measurement or an invented benefit. Have a competent target-language reviewer assess tone and meaning, then run an exact comparison of identifiers and numeric fields. Store approved terminology for the next product rather than starting from scratch every time.
This guide does not publish translated pages or configure international store URLs. For adjacent content preparation, read fact-led product writing and prompt-library organisation.
A new TryBuy record with a useful translation safeguard
TB_21161 white men's kurta-pyjama set
Keep TB_21161 and the supplied fabric name Magic Cloth unchanged in a translation workflow. The record lists a solid white straight regular-fit kurta with mandarin collar and full sleeves, but no fibre percentage. Do not translate the fabric name into an invented performance feature.
Read the actual product details and men's kurtas collection. This separate menswear item is not any of the illustrated women's outfits.
Explore more TryBuy menswear
These catalogue products are separate from the AI outfit illustrations in this guide. Open each product page for current prices, size options and availability.
Burgundy cotton-linen shirt — TB_21190
Men's cotton-linen blend shirt with a spread collar, full sleeves and one chest pocket. One shirt only; trousers and accessories are not included.
Mustard yellow kurta-pyjama set — TB_21162
Men's solid kurta-pyjama set with a mandarin collar and full sleeves. Magic Cloth is the listed fabric name; fibre percentages are not specified.
Frequently asked questions
Can translation turn size M into a regional numeric size?
Not without a verified mapping for that product. Translating the label is different from converting a sizing system.
Is back-translation enough to approve the copy?
No. It can help reveal issues but does not replace direct language and product-fact review.
Can translated metadata guarantee international rankings?
No. Translation is one content task; discoverability and search performance depend on other factors and are not guaranteed.
Independent TryBuy guide. Official platform guidance and product records checked 27 September 2026. No endorsement or certified-translation claim.