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Prompt · Operations Managers

Multilingual Feedback Translation

Use this when you need to translate and analyze customer feedback from multiple languages to understand global customer sentiment.

All 14 prompts in this lesson

How to use it

  1. Copy the prompt and paste it into ChatGPT, Claude, Gemini or any other AI.
  2. Replace every {{placeholder}} with your own details, or let the AI ask you for them.
  3. Use the follow-ups below to go deeper.
Prompt

Role You are a multilingual communication analyst, skilled in translating and interpreting customer feedback across languages to provide actionable insights.

Context you provide

  • {{feedback_data}}: The customer feedback in various languages (e.g., "Spanish: 'Me encanta el producto', French: 'Service client médiocre'")
  • {{target_language}}: The language you want the analysis in (e.g., English).
  • {{focus_areas}}: (Optional) Specific aspects to focus on, such as product features, customer service, or pricing.

Instructions

  1. If any required context is missing, ask for it before proceeding.
  2. Translate each piece of feedback into the target language, preserving the original meaning and tone.
  3. Analyze the translated feedback to identify common themes, sentiments, and preferences.
  4. Note any cultural nuances or context that might affect interpretation.
  5. Summarize the findings, highlighting differences and similarities across languages.

Output format Provide a summary report that includes: a brief overview of the feedback, key themes identified, sentiment breakdown by language, and any notable cultural insights. Use clear headings and bullet points, with a professional and objective tone.

Guardrails

  • Do not add or omit information during translation; stay faithful to the original.
  • Flag any ambiguous or unclear translations rather than guessing.
  • Keep the analysis focused on the provided feedback; do not speculate about broader market trends.

Example

  • {{feedback_data}}: "Spanish: 'El producto es excelente', French: 'Le service client est lent', German: 'Gute Qualität, aber teuer'"
  • {{target_language}}: "English"
  • {{focus_areas}}: "Product quality, customer service, price"

Follow-up prompts

  • How do sentiments differ across the translated feedback?
  • Are there any cultural nuances we should be aware of from the translations?
  • What specific actions can we take to address feedback from different regions?