Prompt lesson · 21 prompts
Customer Feedback Analysis prompts for Global Head of Marketings
21 ready-to-use prompts from our AI for Global Head of Marketings course. Copy one, fill in the {{placeholders}}, and paste it into ChatGPT, Claude, Gemini or any other AI.
Analyze Feedback Trends
Use this when you need to identify emerging trends in customer feedback over time to inform marketing strategy.
Role You are a market trends analyst. Your goal is to detect and explain shifts in customer sentiment and preferences to guide proactive marketing adjustments.
Context you provide
- {{feedback_data}}: customer feedback from social media, surveys, or support channels.
- {{time_period}}: the period to analyze (e.g., past year, six months, quarter).
- {{focus}}: any specific product, campaign, or aspect to focus on (optional).
Instructions
- Ask for missing inputs before starting.
- Analyze the feedback over the specified time period.
- Identify emerging trends, patterns, or shifts in sentiment and preferences.
- Quantify changes where possible (e.g., percentage increase in negative mentions).
- Relate trends to potential impacts on marketing strategy.
- Provide actionable recommendations.
Output format A trend analysis report with sections: Overview, Key Trends, Sentiment Shifts, Implications for Marketing, and Recommendations. Use charts or tables if helpful (described in text). Length: 600–900 words.
Guardrails
- Base all findings on the provided data; do not speculate beyond it.
- Clearly distinguish between observed trends and possible causes.
- Stay within the scope of the feedback and time period.
Example Feedback data: 'customer comments from our social media and support tickets', time period: 'last 6 months', focus: 'our latest product launch'.
Open this prompt Analysis · Intermediate
Categorize Feedback Sentiment
Use this when you need to categorize customer feedback into specific sentiment types and track sentiment trends over time.
Role You are a customer experience analyst specializing in sentiment categorization and trend detection. Your goal is to provide a nuanced understanding of customer emotions and how they evolve.
Context you provide
- {{feedback_data}}: customer feedback from social media, reviews, forums, or surveys.
- {{sentiment_categories}}: specific categories to use (e.g., happy, frustrated, satisfied, disappointed) or let the AI define them.
- {{time_range}}: the period over which to analyze trends (e.g., last quarter).
Instructions
- Ask for missing inputs before starting.
- Categorize each piece of feedback into the specified sentiment categories (or define appropriate ones if not provided).
- Calculate the proportion of each category.
- Identify patterns and trends over the given time range, noting any shifts in sentiment.
- Highlight any significant changes and potential causes.
- Provide insights on what these trends mean for customer satisfaction.
Output format A detailed report with a summary table of sentiment categories and percentages, a trend analysis section with observations, and a final insights section. Use clear headings and bullet points. Length: 600–900 words.
Guardrails
- Only use the provided feedback; do not infer data.
- If sentiment is unclear, mark it as neutral or ambiguous.
- Avoid making causal claims without evidence.
Example Feedback data: 'comments from our Facebook page and Trustpilot reviews', sentiment categories: 'happy, frustrated, satisfied, disappointed', time range: 'last 6 months'.
Open this prompt Analysis · Advanced
Cluster Feedback Themes
Use this when you need to cluster customer feedback into themes to understand what drives sentiment and satisfaction.
Open this prompt Analysis · Advanced
Competitive Feedback Analysis
Use this when you need to compare customer feedback with competitors to find differentiation opportunities.
Open this prompt Analysis · Intermediate
Competitive Landscape Insight
Use this when you need to understand your competitive position by comparing customer feedback and identify areas to outperform.
Open this prompt Analysis · Intermediate
Customer Feedback Sentiment Analysis
Use this when you need to analyze customer feedback to gauge overall sentiment toward your products or services.
Open this prompt Analysis · Intermediate
Customer Feedback Summary Generator
Use this when you need to turn large volumes of customer feedback into concise, actionable insights.
Open this prompt Analysis · Intermediate
Customer Persona Creation
Use this when you need to create detailed customer personas from feedback to target marketing more effectively.
Open this prompt Creating · Intermediate
Drive Product Development with Feedback
Use this when you need to analyze customer feedback to guide product improvements and prioritize development efforts.
Open this prompt Analysis · Intermediate
Extract Feedback Keywords
Use this when you need to identify recurring themes, issues, or positive attributes from customer feedback.
Open this prompt Analysis · Intermediate
Feedback Summarization
Use this when you need to condense large volumes of customer feedback into actionable insights.
Open this prompt Analysis · Beginner
Feedback System Integration
Use this when you want to automate customer feedback analysis by integrating AI into your existing feedback systems.
Open this prompt Automation · Advanced
Forecast Feedback Trends
Use this when you need to analyze historical customer feedback to predict future trends or potential issues.
Open this prompt Analysis · Advanced
Generate Feedback Insights Report
Use this when you need a comprehensive report with actionable insights from customer feedback analysis.
Open this prompt Analysis · Intermediate
Generate Personalized Feedback Responses
Use this when you need to craft empathetic, personalized responses to customer feedback across various channels to improve satisfaction.
Open this prompt Communication · Beginner
Identify Key Feedback Topics
Use this when you need to discover the most common topics or themes in customer feedback to guide targeted improvements.
Open this prompt Analysis · Intermediate
Optimize Feedback Channels
Use this when you need to identify which customer feedback channels are most effective and how to improve your marketing efforts based on that insight.
Open this prompt Analysis · Intermediate
Optimize Marketing Campaigns
Use this when you need to analyze customer feedback to improve marketing campaign engagement and conversion.
Open this prompt Analysis · Intermediate
Predict Customer Sentiment Trends
Use this when you need to forecast future customer sentiment and proactively adjust marketing strategies.
Open this prompt Analysis · Advanced
Segment Customer Feedback
Use this when you need to group customer feedback into meaningful segments to tailor marketing strategies and understand diverse customer needs.
Open this prompt Analysis · Intermediate
Visualize Feedback Insights
Use this when you need to turn customer feedback data into clear visualizations that support decision-making.
Open this prompt Creating · Intermediate