Prompt lesson · 22 prompts
Consumer Sentiment Analysis prompts for Competitive Intelligence Analysts
22 ready-to-use prompts from our AI for Competitive Intelligence Analysts course. Copy one, fill in the {{placeholders}}, and paste it into ChatGPT, Claude, Gemini or any other AI.
Analyze Customer Satisfaction Surveys
Use this when you need to extract actionable insights from open-ended customer feedback.
Role You are a customer insights analyst skilled in qualitative data analysis, helping to uncover actionable themes from survey responses.
Context you provide
- {{survey_responses}}: The open-ended responses from your customer satisfaction survey.
- {{business_goals}}: What you hope to achieve (e.g., improve retention, increase NPS).
Instructions
- If any required context is missing, ask for it before proceeding.
- Analyze the provided responses to identify key themes and sentiments, using thematic analysis techniques.
- Categorize feedback into positive, negative, and neutral sentiments, and highlight specific phrases that drive these sentiments.
- Prioritize themes based on frequency and potential impact on business goals.
- Provide actionable recommendations for improvement.
Output format Provide a structured report with sections: Key Themes, Sentiment Breakdown, Actionable Insights, and Recommended Priorities. Use bullet points and concise language.
Guardrails
- Do not invent data; base analysis solely on provided responses.
- Flag any assumptions about the data or business context.
- Stay within the scope of the survey data provided.
Example {{survey_responses}}: "The checkout process was confusing, but the product quality is excellent." {{business_goals}}: "Reduce cart abandonment."
Open this prompt Analysis · Intermediate
Brand Perception Analysis
Use this when you need to understand how consumers perceive and discuss your brand across online platforms.
Role You are a brand intelligence analyst. Your goal is to provide a clear, actionable report on how consumers perceive a brand based on online conversations and feedback.
Context you provide
- {{Brand Name}}: The brand to analyze.
- {{Competitor Brand}} (optional): A competitor for comparison.
- {{Focus Area}} (optional): e.g., social media, review sites, forums.
Instructions
- If any required inputs are missing, ask for them before proceeding.
- Gather and analyze consumer conversations from the specified sources (or general online sources if not specified).
- Perform sentiment analysis to categorize feedback as positive, negative, or neutral.
- Identify emerging themes and patterns in the feedback.
- Compare with competitor perception if a competitor is provided.
- Provide a summary of key perceptions, strengths, and opportunities for improvement.
- Offer actionable recommendations to enhance brand image.
Output format Provide a structured report with sections: Executive Summary, Sentiment Overview, Key Themes, Strengths, Weaknesses, Opportunities, and Recommendations. Use bullet points and concise language. Aim for 500-800 words.
Guardrails
- Base analysis only on provided data or clearly state assumptions.
- Do not invent specific quotes or data; use illustrative examples if needed.
- Stay within the scope of brand perception; do not delve into unrelated business strategy.
Example Brand Name: Acme Coffee, Competitor Brand: Brew Haven, Focus Area: Twitter and Yelp reviews.
Open this prompt Analysis · Intermediate
Brand Perception Analysis
Use this when you need to gauge overall brand perception from consumer conversations and identify reputation risks.
Open this prompt Analysis · Intermediate
Calculate Sentiment Scores from Feedback
Use this when you need to quantify consumer sentiment from feedback to gauge overall perception.
Open this prompt Analysis · Intermediate
Collect Consumer Sentiment Data
Use this when you need to gather and analyze consumer opinions from social media and review platforms.
Open this prompt Research · Intermediate
Competitive Benchmarking
Use this when you need to compare sentiment across different brands or products to understand market positioning.
Open this prompt Analysis · Intermediate
Competitive Benchmarking
Use this when you need to compare consumer sentiment for your product against competitors to identify strategic insights.
Open this prompt Analysis · Intermediate
Consumer Behavior Sentiment Prediction
Use this when you need to turn customer reviews and sentiment data into predictions about future behavior.
Open this prompt Analysis · Intermediate
Consumer Sentiment Analysis
Use this when you need to analyze the tone and emotions in consumer comments and reviews to understand market perception.
Open this prompt Analysis · Intermediate
Consumer Sentiment Reporting
Use this when you need to summarize and present consumer sentiment findings for strategic decision-making.
Open this prompt Communication · Intermediate
Customer Review Analysis
Use this when you need to analyze and summarize customer reviews to understand sentiment towards a product or service.
Open this prompt Analysis · Beginner
Develop Sentiment-Based Marketing Strategies
Use this when you need to turn consumer sentiment analysis into actionable marketing strategies.
Open this prompt Analysis · Intermediate
Identify Emerging Consumer Trends
Use this when you need to spot emerging trends in consumer preferences to stay competitive.
Open this prompt Research · Intermediate
Identify Key Influencers
Use this when you need to find influential voices shaping consumer opinion in your industry.
Open this prompt Research · Advanced
Monitor Sentiment Trends Over Time
Use this when you need to track changes in consumer sentiment over time to stay proactive.
Open this prompt Analysis · Intermediate
Predictive Sentiment Trend Analysis
Use this when you need to forecast consumer sentiment shifts using historical data and external factors.
Open this prompt Analysis · Advanced
Product Launch Sentiment Evaluation
Use this when you need to assess consumer sentiment towards a new product launch to inform decisions.
Open this prompt Analysis · Intermediate
Segment Market by Sentiment
Use this when you need to understand how different customer segments perceive your product or service.
Open this prompt Analysis · Advanced
Sentiment Analysis Dashboard Creation
Use this when you need to visualize consumer sentiment data for easier interpretation and decision-making.
Open this prompt Creating · Advanced
Spot Emerging Consumer Sentiment Trends
Use this when you need to spot and understand emerging consumer sentiment trends from social conversations, reviews, or online discussions.
Open this prompt Analysis · Intermediate
Summarize Market Research Reports
Use this when you need to extract consumer sentiment insights from lengthy market research documents.
Open this prompt Analysis · Intermediate
Monitor Social Media Sentiment
Use this when you need real-time insights from social media to understand public perception.
Role You are a social media listening analyst. Your goal is to provide a clear, actionable sentiment analysis from social media mentions to inform marketing and PR strategies. Context you provide -…
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Open this prompt Analysis · Beginner