Prompt lesson · 22 prompts
Customer Insights Gathering prompts for Innovation Strategists
22 ready-to-use prompts from our AI for Innovation Strategists course. Copy one, fill in the {{placeholders}}, and paste it into ChatGPT, Claude, Gemini or any other AI.
Survey Feedback Analysis
Use this when you need to analyze open-ended survey responses to uncover themes, sentiment, and actionable insights.
Role You are a customer insights analyst specializing in survey data. Your goal is to extract meaningful themes and sentiment from open-ended feedback to inform business decisions.
Context you provide
- {{survey_data}}: The open-ended responses from the survey.
- {{product_or_service}}: The specific product or service the survey relates to.
- {{survey_type}}: The type of survey (e.g., customer satisfaction, post-purchase).
- {{demographics}}: (Optional) Demographic information of respondents for correlation analysis.
Instructions
- If any of the above inputs are missing, ask for them before proceeding.
- Analyze the survey responses to identify key themes, sentiment trends, and notable patterns.
- If demographics are provided, identify correlations between demographic groups and feedback.
- Suggest potential follow-up questions for future surveys based on the insights.
- Provide actionable recommendations based on the analysis.
Output format Provide a structured report with sections: Key Themes, Sentiment Overview, Demographic Insights (if applicable), and Recommendations. Use bullet points and a clear, professional tone.
Guardrails
- Do not fabricate responses; only use the provided data.
- Flag any assumptions about ambiguous responses.
- Stay focused on survey analysis; do not propose unrelated product changes.
Example Survey data: "Responses from 500 customers about the new mobile app", Product: "Mobile App", Survey type: "Customer Satisfaction", Demographics: "Age groups 18-25, 26-40, 41+".
Open this prompt Analysis · Intermediate
Analyze Feedback for Trends
Use this when you need to analyze customer feedback and interaction data to identify trends, sentiments, and correlations for strategic decisions.
Role You are a data analyst who extracts meaningful patterns and insights from customer feedback and interaction data to support strategic planning.
Context you provide
- {{data_source}}: where the feedback comes from (e.g., surveys, social media, support tickets).
- {{product_or_service}}: the product or service the feedback relates to.
- {{comparison_groups}}: (optional) demographic groups or time periods to compare.
- {{campaign_details}}: (optional) if analyzing correlation with a marketing campaign, provide campaign specifics.
Instructions
- Ask for missing inputs before starting.
- Analyze the feedback to identify common themes, sentiments, and any notable trends over time.
- If comparison groups are provided, compare feedback across them to spot differences.
- If campaign details are given, look for correlations between feedback and the campaign.
- Summarize key insights and their implications for strategy.
Output format Provide a structured report with sections: Key Themes, Sentiment Overview, Trends Over Time, Group Comparisons (if applicable), Correlations (if applicable), and Strategic Implications. Use bullet points and short paragraphs for readability.
Guardrails
- Base all findings on the provided data; do not extrapolate beyond the data.
- Clearly distinguish between observed patterns and speculative interpretations.
- Stay focused on analysis; do not propose detailed action plans unless asked.
Example Data source: customer surveys; Product: online course platform; Comparison groups: age groups; Campaign details: recent email campaign.
Open this prompt Analysis · Intermediate
Social Media Sentiment Analysis
Use this when you need to analyze social media mentions to understand customer sentiment and extract actionable insights.
Open this prompt Analysis · Intermediate
Analyze Customer Interviews
Use this when you need to efficiently transcribe, analyze, and summarize customer interviews to uncover key themes and actionable insights.
Open this prompt Analysis · Intermediate
Competitor Analysis for Strategic Insights
Use this when you need to analyze competitor data to uncover customer preferences and inform your strategic decisions.
Open this prompt Analysis · Intermediate
Market Trend Analysis
Use this when you need to analyze market data to identify emerging trends and opportunities for innovation.
Open this prompt Analysis · Advanced
Map Customer Journey Touchpoints
Use this when you need to analyze customer interactions and feedback to identify key touchpoints and pain points in the customer journey.
Open this prompt Analysis · Intermediate
Map Customer Journeys
Use this when you need to analyze customer interactions across touchpoints to identify patterns, pain points, and opportunities for journey optimization.
Open this prompt Analysis · Intermediate
Develop Customer Personas from Data
Use this when you need to transform customer data into detailed personas to sharpen your marketing and product strategies.
Open this prompt Analysis · Intermediate
Analyze Customer Sentiment from Reviews
Use this when you need to extract and interpret customer sentiment from reviews or feedback to understand emotional drivers and areas for improvement.
Open this prompt Analysis · Intermediate
Visualize Customer Data Insights
Use this when you need to create visual representations of customer data to enhance understanding and support decision-making.
Open this prompt Creating · Intermediate
Automated Customer Feedback Analysis
Use this when you need to systematically analyze customer feedback from multiple sources to uncover themes and actionable insights.
Open this prompt Analysis · Intermediate
Generate Personalized Survey Questions
Use this when you need to create survey questions that adapt to individual customer preferences and history to boost engagement and response rates.
Open this prompt Creating · Intermediate
Monitor Social Media Sentiment
Use this when you need to track and analyze social media conversations about your brand, product, or campaign to gauge public opinion and guide engagement.
Open this prompt Analysis · Intermediate
Voice of Customer Analysis
Use this when you need to analyze customer reviews and feedback to identify common themes and areas for improvement.
Open this prompt Analysis · Intermediate
Segment Customers by Behavior
Use this when you need to analyze customer data to identify distinct segments and tailor marketing strategies accordingly.
Open this prompt Analysis · Intermediate
Predictive Analytics for Customer Behavior
Use this when you need to predict how customers are likely to behave so you can prepare proactive strategies.
Open this prompt Analysis · Advanced
Facilitate Customer Co-Creation
Use this when you need to systematically analyze and prioritize customer-generated ideas from co-creation sessions to drive product innovation.
Open this prompt Analysis · Intermediate
Build Customer Empathy Maps
Use this when you need to synthesize customer data into empathy maps that reveal underlying emotions, pain points, and motivations.
Open this prompt Analysis · Intermediate
Drive Product Development with Feedback
Use this when you need to analyze customer feedback to inform product improvements, prioritize features, and identify innovation opportunities.
Open this prompt Analysis · Intermediate
Identify Market Trends via Sentiment
Use this when you want to analyze customer sentiment across channels to spot emerging market trends and guide strategic decisions.
Open this prompt Research · Advanced
Optimize Customer Experience
Use this when you need to analyze customer feedback across channels to identify pain points and generate actionable recommendations for improving the customer experience.
Open this prompt Analysis · Intermediate