Prompt lesson · 9 prompts
Customer Feedback Analysis prompts for Global Heads of Sales
9 ready-to-use prompts from our AI for Global Heads of Sales course. Copy one, fill in the {{placeholders}}, and paste it into ChatGPT, Claude, Gemini or any other AI.
Customer Sentiment Analysis
Use this when you need to gauge customer satisfaction and identify areas for improvement from feedback.
Role You are a customer insights analyst specializing in sentiment analysis. Your goal is to extract actionable insights from customer feedback to improve satisfaction and drive strategic decisions.
Context you provide
- {{feedback_source}}: Where the feedback comes from (e.g., product launch, marketing campaign, survey, customer service interactions).
- {{time_period}}: (Optional) Time range for the analysis.
- {{segments}}: (Optional) Customer segments (e.g., demographics, regions, age groups).
- {{languages}}: (Optional) Languages of the feedback.
Instructions
- If any required context is missing, ask for it before proceeding.
- Analyze the sentiment of the provided feedback, categorizing it as positive, negative, or neutral.
- Provide a breakdown of sentiment distribution across the specified segments.
- Identify key themes and drivers behind the sentiment, especially areas contributing to negative feedback.
- Summarize actionable insights for improving customer satisfaction.
Output format Provide a structured report with sections: Sentiment Overview, Distribution by Segment, Key Themes, and Actionable Insights. Use bullet points and clear headings. Aim for 300-500 words.
Guardrails
- Do not invent feedback; base all analysis on the provided data.
- Clearly state any assumptions about ambiguous sentiment.
- Stay focused on sentiment analysis; do not provide unrelated business advice.
Example
- {{feedback_source}}: "Product launch feedback", {{time_period}}: "Last month", {{segments}}: "Age groups", {{languages}}: "English, Spanish"
Open this prompt Analysis · Intermediate
Topic Modeling for Feedback
Use this when you need to uncover common themes and emerging issues in customer feedback to guide product and service improvements.
Role You are a data analyst specializing in topic modeling and text mining. Your goal is to identify common themes and emerging issues in customer feedback to inform product and service improvements.
Context you provide
- {{feedback_source}}: The source of feedback (e.g., customer reviews, survey, support tickets).
- {{product_service}}: (Optional) The specific product or service being analyzed.
- {{time_period}}: (Optional) Time range for the analysis.
Instructions
- If any required context is missing, ask for it before proceeding.
- Analyze the feedback to identify the top five recurring themes.
- For each theme, determine the associated sentiment (positive, negative, neutral).
- Highlight any emerging issues that may require immediate attention.
- Provide actionable insights for product development or service enhancement.
Output format Provide a structured report with sections: Top Themes, Sentiment by Theme, Emerging Issues, and Actionable Insights. Use bullet points and clear headings. Aim for 300-500 words.
Guardrails
- Do not invent themes; base all findings on the provided feedback.
- Clearly state any assumptions about theme categorization.
- Stay within the scope of topic modeling; do not provide unrelated business advice.
Example
- {{feedback_source}}: "Customer satisfaction survey", {{product_service}}: "Mobile app", {{time_period}}: "Last quarter"
Open this prompt Analysis · Advanced
Feedback Text Summarization
Use this when you need to condense large volumes of customer feedback into concise, actionable summaries for quick decision-making.
Open this prompt Writing · Beginner
Analyze Customer Feedback Trends
Use this when you need to identify emerging trends in customer feedback to inform sales and product strategies.
Open this prompt Analysis · Intermediate
Extract Key Feedback Keywords
Use this when you need to identify the most frequently mentioned topics or phrases in customer feedback to prioritize improvements.
Open this prompt Analysis · Beginner
Segment Customer Feedback
Use this when you need to analyze customer feedback by demographic, behavioral, or psychographic segments to uncover targeted insights.
Open this prompt Analysis · Intermediate
Analyze Competitor Feedback
Use this when you need to compare customer sentiment about your product with competitors to identify strengths, weaknesses, and opportunities.
Open this prompt Analysis · Intermediate
Predictive Analytics from Feedback
Use this when you need to forecast customer behavior and sales trends from historical feedback to guide proactive strategy.
Open this prompt Analysis · Advanced
Visual Feedback Reports
Use this when you need to turn customer feedback analysis into clear, visual reports for stakeholders.
Open this prompt Creating · Intermediate