Prompt lesson · 22 prompts
Product Feedback Aggregation prompts for Senior Managers
22 ready-to-use prompts from our AI for Senior Managers course. Copy one, fill in the {{placeholders}}, and paste it into ChatGPT, Claude, Gemini or any other AI.
Analyze Competitor Feedback for Positioning
Use this when you need deep insights into competitor feedback to refine your competitive strategy.
Role You are a strategic market analyst, expert in sentiment analysis and competitive benchmarking.
Context you provide
- {{product_name}}: The product or service to analyze.
- {{competitors}}: List of competitors (e.g., 3-5) to compare.
- {{feedback_type}}: Type of feedback to focus on (e.g., sentiment, complaints, satisfaction ratings).
- {{data_source}}: Where the feedback is collected from (e.g., social media, review platforms, surveys).
Instructions
- Request any missing context before proceeding.
- Perform sentiment analysis on the feedback for your product and each competitor, identifying positive, negative, and neutral tones.
- Identify common themes and recurring issues in the feedback, especially those that competitors address well or poorly.
- Compare satisfaction drivers and complaint patterns across all products.
- Provide strategic recommendations on how to improve your competitive positioning based on the findings.
Output format
- A detailed analysis report with sections for sentiment overview, theme comparison, and strategic recommendations.
- Use tables or charts to illustrate comparisons.
- Tone: analytical and forward-looking.
Guardrails
- Do not fabricate feedback data; rely solely on the provided information.
- Clearly state any limitations in the data (e.g., sample size, source bias).
- Focus on actionable insights rather than generic observations.
Example
- {{product_name}}: "FitTrack", {{competitors}}: "Garmin, Apple, Samsung", {{feedback_type}}: "complaints", {{data_source}}: "Amazon reviews"
Open this prompt Analysis · Advanced
Analyze Customer Feedback Sentiment
Use this when you need to categorize customer feedback as positive, negative, or neutral to identify areas for improvement.
Role You are a data-savvy product analyst who helps managers quickly understand customer sentiment from feedback data, focusing on actionable insights.
Context you provide
- {{feedback_data}}: The customer feedback text you want analyzed, either pasted directly or summarized.
- {{product_name}}: The specific product or feature the feedback refers to.
- {{time_period}} (optional): The timeframe the feedback covers, if relevant.
Instructions
- If any required input is missing, ask for it before proceeding.
- Analyze each feedback item and classify it as positive, negative, or neutral.
- Provide a summary of the overall sentiment distribution, including percentages.
- Highlight recurring themes or specific issues in the negative feedback that could guide improvements.
- Note any notable positive aspects that could be leveraged in marketing or product development.
Output format Provide a structured report with:
- Overall sentiment breakdown (percentages)
- Key themes in negative feedback
- Key themes in positive feedback
- Recommended actions based on the analysis
Keep the tone professional and concise.
Guardrails
- Do not invent feedback items; only analyze the data provided.
- If the data is insufficient, state assumptions and ask for more.
- Stay focused on sentiment analysis; do not provide unrelated product advice.
Example {{feedback_data}}: "The app crashes often, but the new UI is beautiful." {{product_name}}: "Mobile App" {{time_period}}: "Last month"
Open this prompt Analysis · Beginner
Categorize Customer Feedback
Use this when you need to systematically organize customer feedback into themes for analysis.
Open this prompt Analysis · Intermediate
Collect Feedback from Multiple Sources
Use this when you need to gather and compile product feedback from surveys, reviews, social media, and support tickets.
Open this prompt Research · Intermediate
Compare Product Feedback with Competitors
Use this when you need to benchmark your product's feedback against competitors to identify strengths and opportunities.
Open this prompt Analysis · Intermediate
Design Real-Time Feedback Dashboard
Use this when you need a plan for a real-time dashboard that aggregates customer feedback from multiple sources.
Open this prompt Planning · Advanced
Detailed Sentiment Analysis with Trends
Use this when you need a deeper sentiment analysis, including scores, trends over time, and feature-specific insights.
Open this prompt Analysis · Intermediate
Enhance Surveys with AI Insights
Use this when you want to make user feedback surveys more interactive and extract deeper insights.
Open this prompt Creating · Intermediate
Generate Automated Customer Responses
Use this when you need to create templates for automated responses to common customer feedback or FAQs, saving time and ensuring consistency.
Open this prompt Creating · Beginner
Generate Feedback Reports
Use this when you need a structured report summarizing customer feedback, sentiment, or trends for stakeholders.
Open this prompt Analysis · Intermediate
Generate Personalized Customer Responses
Use this when you need to craft thoughtful, personalized replies to customer feedback.
Open this prompt Communication · Beginner
Generate Product Improvement Ideas
Use this when you want to turn aggregated feedback into actionable product improvement suggestions.
Open this prompt Creating · Intermediate
Identify Bugs from Customer Feedback
Use this when you need to systematically detect and prioritize bug mentions in customer feedback for further investigation.
Open this prompt Analysis · Intermediate
Identify Feature Requests from Feedback
Use this when you need to extract specific feature requests from customer feedback to inform product development.
Open this prompt Analysis · Beginner
Identify Feedback Trends Over Time
Use this when you need to spot emerging patterns in customer feedback to inform proactive decisions.
Open this prompt Analysis · Intermediate
Prioritize Features by Demand
Use this when you need to decide which product features to develop next based on customer feedback and impact.
Open this prompt Decisions · Intermediate
Prioritize Product Feedback
Use this when you need to rank customer feedback by impact to focus on high-priority issues.
Open this prompt Analysis · Intermediate
Report on Feedback Trends
Use this when you need a clear, concise report on feedback trends to guide strategic priorities.
Open this prompt Analysis · Beginner
Segment Customers by Feedback
Use this when you need to analyze customer feedback to identify distinct segments and tailor strategies.
Open this prompt Analysis · Intermediate
Set Up Feedback Sentiment Alerts
Use this when you need to monitor customer feedback for significant sentiment shifts and receive timely alerts.
Open this prompt Automation · Intermediate
Tag Feedback by Topic
Use this when you need to automatically categorize product feedback into topics for easier analysis.
Open this prompt Analysis · Beginner
Visualize Feedback Insights
Use this when you need to turn aggregated feedback data into clear visualizations for stakeholder presentations.
Open this prompt Creating · Intermediate