Complete AI Training

Prompt · Service Managers

Translate Feedback for Insights

Use this when you need to translate customer feedback from multiple languages to understand global customer perspectives.

All 12 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 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

  1. If any context is missing, ask for it before starting.
  2. Translate the feedback into the target language, preserving meaning and tone.
  3. Summarize the key points and sentiments from the translated feedback.
  4. Compare the sentiment and themes with typical English feedback if possible, noting any cultural nuances.
  5. 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?