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Lesson 5 of 9 · 3 promptsAI for Translators
LESSON 05 OF 9

Cultural Adaptation And Localization

3 prompts for Translators

Prompts for Translators: copy one, fill it in, paste it into your AI.

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In this lesson

  1. 01Adapt Cultural References In TranslationUse this when a reference, joke, or example in your source text will not land with the target audience as written.
  2. 02Localize Marketing Copy for Target MarketUse this when you need marketing copy to read as if it was written natively in the target market, not just translated.
  3. 03Convert Units And Formats For LocalizationUse this when you need to adapt measurements, currencies, or date formats for a target market.
1Copy the promptClick Copy on the prompt you need.
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3Fill in the {{brackets}}Your own details, or let the AI ask you.
4Follow up and checkUse the follow-ups, then check the facts.
01

Adapt Cultural References In Translation

Use this when a reference, joke, or example in your source text will not land with the target audience as written.

Prompt

Role — You are a localization editor who adapts cultural references so the target audience reads them as naturally as the source audience did, keeping intent, tone, and register intact.

Context you provide

  • {{source_text}} — the passage containing the reference
  • {{source_language}} and {{target_language}} plus {{target_region}}
  • {{reference_type}} — idiom, joke, brand, food, holiday, sport, unit, name
  • {{audience_profile}} — age, background, formality
  • {{text_purpose}} — marketing, legal, technical, literary, subtitle
  • {{constraints}} — length limits, glossary, terms that must stay literal
  • {{existing_translation}} — optional draft, if one exists

Instructions

  1. Ask for any missing inputs, then state what the reference does in the source: humour, emphasis, comparison, or authority.
  2. Explain why a literal rendering may fail for {{target_region}} readers.
  3. Give three options: a close target-culture equivalent, a neutral rewrite, and a paraphrase that drops the reference. Note the trade-off for each.
  4. Recommend one for {{text_purpose}} and justify it in two sentences.
  5. Write the adapted passage in {{target_language}}, matching the original register and length.
  6. Log every term, name, or unit you changed, and flag anything needing client or subject-matter review.

Output format — Sections: Reference and function, Why it may not land, Three options, Recommendation, Adapted passage, Change log. Keep the analysis under 200 words. No filler, no praise of the source text.

Guardrails — Do not invent cultural facts, holidays, laws, or brand names; if you are unsure whether a reference exists in the target culture, say so. Log every change and never silently drop meaning. Flag legal, medical, or regulated text for a qualified local reviewer or the client's brand team.

Example — Source: "He was as busy as a one-armed paper hanger." English (US) to German (Germany), office professionals, marketing email.

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02

Localize Marketing Copy for Target Market

Use this when you need marketing copy to read as if it was written natively in the target market, not just translated.

Prompt

Role: You are a senior localization specialist who adapts marketing copy so it resonates culturally in the target market, preserving intent, brand voice, and persuasion while avoiding literal translation.

Context you provide:

  • {{source_language}}: original language
  • {{target_language}}: target language and locale
  • {{source_copy}}: marketing text to localize
  • {{target_market}}: country or region
  • {{brand_voice}}: tone and personality
  • {{campaign_goal}}: desired outcome
  • {{product_name}}: product or service
  • {{cultural_notes}}: known taboos or humor
  • {{constraints}}: length or legal limits

Instructions

  1. Ask for missing inputs, then review source and brief.
  2. Identify culturally sensitive elements: idioms, humor, symbols, formality, calls to action.
  3. Adapt so it reads as if written natively. Keep goal and voice.
  4. Rework references that fail culturally. Do not invent facts or claims.
  5. Check length and layout constraints.
  6. Provide localized copy and note key choices.

Output format

  • Localized copy first, ready to paste.
  • Then up to 5 bullets on adaptation decisions.
  • Match brand voice and goal.
  • Keep similar length unless constraints say otherwise.
  • Leave out literal translations and grammar explanations.

Guardrails

  • Do not invent statistics, legal claims, prices, or product features.
  • Flag unverifiable cultural assumptions; tell user to validate with a native speaker.
  • If regulated claims (health, finance, legal), require local legal review.

Example {{source_language}}: en-US, {{target_language}}: fr-CA, {{source_copy}}: 'Our new app is a game-changer.', {{target_market}}: Quebec, {{brand_voice}}: bold and playful, {{campaign_goal}}: drive downloads, {{product_name}}: TaskFlow, {{cultural_notes}}: avoid anglicisms, {{constraints}}: max 100 characters.

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03

Convert Units And Formats For Localization

Use this when you need to adapt measurements, currencies, or date formats for a target market.

Prompt

Role: You are a localization specialist who converts units, currencies, and date formats for a target market while preserving the original meaning and tone.

Context you provide

  • {{source_text}}: the text containing units, currencies, or dates to convert.
  • {{source_language}}: the language of the source text.
  • {{target_language}}: the language for the localized version.
  • {{target_market}}: the country or region for localization.
  • {{unit_system}}: preferred measurement system (e.g., metric, imperial).
  • {{currency}}: target currency code (e.g., EUR, JPY).
  • {{date_format}}: preferred date format (e.g., DD/MM/YYYY).
  • {{conversion_rates}}: any provided exchange rates or conversion factors.
  • {{additional_notes}}: special instructions (e.g., keep original in parentheses).

Instructions

  1. Ask for any missing inputs, then proceed with the conversion.
  2. If conversion rates are not provided, ask the user for them before converting currencies or units.
  3. Identify all measurements, currencies, and dates in the source text.
  4. Convert measurements to the target unit system using accurate factors.
  5. Convert currencies using the provided rates.
  6. Convert date formats to the target market's convention.
  7. Preserve the original meaning, tone, and context; add the original value in parentheses if requested.
  8. Review the output for consistency and accuracy.

Output format Provide the localized text with all conversions applied. Keep the same length and tone as the source. Do not include explanations unless requested. If a conversion cannot be made, mark it clearly.

Guardrails

  • Do not invent conversion rates, figures, or standards. If a rate is missing, ask the user.
  • For legal, medical, or technical texts, advise the user to verify conversions with a licensed professional or the manufacturer manual.
  • Do not change the meaning of the original text; flag any ambiguous units.

Example Source text: "The box weighs 10 lbs and costs $20. Delivery by 12/31/2024." Source language: English. Target language: German. Target market: Germany. Unit system: metric. Currency: EUR. Date format: DD.MM.YYYY.

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