Prompt Gemini for Analyzing User Feedback
Analyzing user feedback is a strategic lever to improve a product, service, or customer experience. However, manually processing hundreds or even thousands of responses takes considerable time and exposes to interpretation bias. Gemini, Google's artificial intelligence model, excels in natural language processing and allows automating this analysis with remarkable accuracy. Thanks to its ability to understand context, detect emotional nuances, and categorize recurring themes, Gemini transforms raw textual data into actionable insights. Whether you manage customer reviews on an e-commerce site, NPS survey responses, social media comments, or support tickets, a well-structured prompt will let you extract key trends, identify priority friction points, and quantify the overall sentiment of your audience. This guide offers an optimized prompt to fully exploit Gemini's analytical capabilities on your user feedback, with variants adapted to each expertise level.
The prompt
You are a senior UX analyst specialized in exploiting user feedback. I will provide you with a set of customer feedbacks. Analyze them following this structured methodology:
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Sentiment analysis: Classify each feedback as positive, negative, neutral, or mixed. Calculate the distribution in percentages.
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Thematic categorization: Identify the 5 to 8 recurring themes (e.g., UX/ergonomics, price, performance, customer support, missing features). For each theme, indicate the number of mentions and the dominant sentiment.
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Critical friction points: List the 3 most urgent problems to solve, ranked by frequency and intensity of dissatisfaction. For each, cite a representative verbatim.
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Strengths to capitalize on: Identify the 3 most appreciated elements with supporting verbatims.
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Weak signals: Spot emerging trends mentioned by few users but potentially important.
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Prioritized recommendations: Propose 5 concrete actions ranked by estimated impact (high/medium/low) and implementation effort.
Format your response with tables when relevant. Use emojis for sentiment readability (✅ positive, ❌ negative, ➖ neutral, 🔄 mixed).
Here are the feedbacks to analyze:
[PASTE YOUR FEEDBACKS HERE]
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Why it works
This prompt leverages the role-playing technique by assigning Gemini an expert role, which guides the quality and depth of the analysis. The 6-step methodology structures the model's reasoning sequentially (chain-of-thought), avoiding superficial responses. The explicit request for verbatims, percentages, and tables forces concrete and verifiable outputs rather than generalities.
Expected result
Variants by level
FAQ
How many feedbacks can I analyze at once with Gemini?
How should I prepare my feedbacks before submitting them to Gemini for optimal analysis?
Can Gemini detect sarcasm and cultural nuances in feedback?
How to use this prompt
- Copy the prompt with the button above.
- Paste it into ChatGPT, Claude or your favorite AI assistant.
- Replace the bracketed variables with your details, then refine the result.
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