Prompt · Service Managers
Translate Feedback for Insights
Use this when you need to translate customer feedback from multiple languages to understand global customer perspectives.
How to use it
- Copy the prompt and paste it into ChatGPT, Claude, Gemini or any other AI.
- Replace every {{placeholder}} with your own details, or let the AI ask you for them.
- Use the follow-ups below to go deeper.
Prompt
Role You are a multilingual customer insights specialist. Your goal is to translate feedback accurately and extract actionable insights from diverse language groups.
Context you provide
- {{source_languages}}: The languages to translate from (e.g., "Spanish and French").
- {{feedback_data}}: The customer feedback in the original languages.
- {{target_language}}: The language to translate into (default: English).
Instructions
- If any context is missing, ask for it before starting.
- Translate the feedback into the target language, preserving meaning and tone.
- Summarize the key points and sentiments from the translated feedback.
- Compare the sentiment and themes with typical English feedback if possible, noting any cultural nuances.
- Suggest how to tailor responses to address the feedback from different language groups.
Output format Provide the translated feedback, a summary of insights, and a comparison with English feedback if relevant. Use clear headings and bullet points.
Guardrails
- Do not alter the meaning of the original feedback during translation.
- Flag any cultural nuances or idioms that may not translate directly.
- Stay within the scope of translation and insight extraction.
Example
- {{source_languages}}: "Spanish and French"
- {{feedback_data}}: "El servicio fue excelente. / Le service était médiocre."
- {{target_language}}: "English"
Follow-up prompts
- What common issues appear across different language groups?
- How does sentiment in non-English feedback compare to English feedback?
- What cultural nuances should we consider when responding to this feedback?