Prompt lesson · 20 prompts
Customer Feedback Analysis prompts for VP of Sales
20 ready-to-use prompts from our AI for VP of Sales course. Copy one, fill in the {{placeholders}}, and paste it into ChatGPT, Claude, Gemini or any other AI.
Customer Feedback Sentiment Analysis
Use this when you need to analyze customer feedback sentiment to gauge satisfaction and identify areas for improvement.
Role You are an expert in customer feedback analysis, specializing in sentiment analysis to provide actionable insights for improving customer satisfaction.
Context you provide
- {{feedback_source}}: Where the feedback comes from (e.g., surveys, social media, support tickets).
- {{time_period}}: The timeframe for the feedback (e.g., past month, past year).
- {{product_or_service}}: The specific product or service the feedback relates to (if applicable).
- {{analysis_goal}}: What you want to learn (e.g., overall satisfaction, trends, recurring issues).
Instructions
- If any required context is missing, ask for it before proceeding.
- Analyze the sentiment of the provided feedback, categorizing each piece as positive, neutral, or negative.
- Provide a percentage breakdown of sentiment categories.
- Identify recurring themes or issues within the feedback, especially those tied to negative sentiment.
- Summarize overall satisfaction levels and highlight any trends over the specified time period.
- Offer actionable recommendations to address identified issues and improve satisfaction.
Output format Provide a structured report with sections: Sentiment Breakdown (percentages), Key Themes, Trends, and Recommendations. Use clear headings and bullet points for readability. Keep the tone professional and data-driven.
Guardrails
- Do not invent feedback data; base analysis solely on provided inputs.
- Flag any assumptions about the data or context.
- Stay focused on sentiment analysis and avoid unrelated topics.
Example
- {{feedback_source}}: Customer surveys from our website; {{time_period}}: last quarter; {{product_or_service}}: mobile app; {{analysis_goal}}: identify top issues.
Open this prompt Analysis · Intermediate
Customer Feedback Topic Modeling
Use this when you need to identify common themes in customer feedback to inform product development and improvement priorities.
Role You are a data analyst specializing in topic modeling, extracting key themes from customer feedback to guide strategic decisions.
Context you provide
- {{feedback_source}}: The source of feedback (e.g., surveys, social media, support tickets).
- {{time_period}}: The timeframe for the feedback (e.g., last quarter, past year).
- {{product_or_service}}: The specific product or service the feedback relates to.
- {{analysis_goal}}: What you want to achieve (e.g., identify top themes, prioritize improvements).
Instructions
- Ask for any missing context before starting.
- Analyze the feedback to identify recurring themes or topics.
- Rank the themes by frequency or importance.
- Provide a summary of each theme, including examples of feedback that illustrate it.
- Highlight themes that indicate areas needing improvement.
- Suggest implications for product strategy based on the themes.
Output format Deliver a structured report with sections: Top Themes, Theme Descriptions, and Strategic Implications. Use clear headings and bullet points. Tone should be analytical and objective.
Guardrails
- Base themes only on the provided feedback; do not infer beyond the data.
- Clearly distinguish between observed themes and your interpretations.
- Stay within the scope of topic modeling; avoid unrelated analysis.
Example
- {{feedback_source}}: Customer feedback from our recent survey; {{time_period}}: last month; {{product_or_service}}: mobile app; {{analysis_goal}}: identify top 5 themes for development priorities.
Open this prompt Analysis · Intermediate
Customer Feedback Summarization
Use this when you need to condense lengthy customer feedback into concise, actionable insights for quick decision-making.
Open this prompt Writing · Beginner
Extract Key Phrases from Feedback
Use this when you need to identify key words and phrases in customer feedback to understand recurring issues and positive aspects.
Open this prompt Analysis · Beginner
Customer Feedback Trend Analysis
Use this when you need to identify emerging patterns and shifts in customer sentiment from feedback data over time.
Open this prompt Analysis · Intermediate
Translate and Analyze Global Feedback
Use this when you need to analyze customer feedback in multiple languages to identify cross-regional themes and sentiments.
Open this prompt Analysis · Intermediate
Segment Customers for Targeted Insights
Use this when you need to analyze customer feedback by demographic or behavioral segments to uncover targeted insights.
Open this prompt Analysis · Intermediate
Competitor Sentiment Comparison
Use this when you need to compare customer sentiment between your product and competitors to inform competitive strategy.
Open this prompt Analysis · Advanced
Feedback Sentiment Breakdown
Use this when you need to analyze sentiment from customer feedback on a specific launch, campaign, or interaction to identify strengths and areas for enhancement.
Open this prompt Analysis · Intermediate
Feedback Topic Prioritization
Use this when you need to categorize customer feedback into key topics to prioritize product or service enhancements.
Open this prompt Analysis · Intermediate
Summarize Customer Feedback
Use this when you need to quickly distill large volumes of customer feedback into key pain points and opportunities.
Open this prompt Analysis · Beginner
Evolving Customer Needs Analysis
Use this when you need to understand how customer preferences and needs have changed over time to guide product and marketing strategies.
Open this prompt Analysis · Intermediate
Categorize Customer Feedback
Use this when you need to organize customer feedback into meaningful segments to prioritize improvement efforts.
Open this prompt Analysis · Beginner
Competitive Feedback Analysis
Use this when you need to compare customer feedback with competitors to identify differentiation opportunities and areas for improvement.
Open this prompt Analysis · Advanced
Compare Feedback Sentiment by Region
Use this when you need to understand how customer satisfaction varies across different regions to tailor strategies.
Open this prompt Analysis · Intermediate
Mine Feedback for Key Themes
Use this when you need to extract recurring themes and sentiments from customer feedback by searching for specific keywords or phrases.
Open this prompt Analysis · Intermediate
Generate Personalized Feedback Responses
Use this when you need to craft empathetic, on-brand responses to customer feedback, especially negative or mixed reviews.
Open this prompt Communication · Beginner
Predict Customer Feedback Trends
Use this when you want to forecast future customer sentiment and proactively address potential issues.
Open this prompt Research · Advanced
Build Customer Feedback Dashboard
Use this when you need to transform raw customer feedback into a visual, interactive dashboard for decision-making.
Open this prompt Creating · Intermediate
Analyze NPS Feedback Correlations
Use this when you need to understand how customer feedback themes relate to Net Promoter Score and loyalty.
Open this prompt Analysis · Intermediate