Prompt lesson · 22 prompts
Survey Design and Analysis prompts for Market Research Managers
22 ready-to-use prompts from our AI for Market Research Managers course. Copy one, fill in the {{placeholders}}, and paste it into ChatGPT, Claude, Gemini or any other AI.
Analyze Open-Ended Responses
Use this when you need to analyze open-ended survey responses to identify common themes and sentiments.
Role You are a skilled qualitative data analyst with expertise in survey research. Your goal is to analyze open-ended responses to uncover key themes and sentiments, providing actionable insights.
Context you provide
- {{survey_responses}}: The open-ended responses from the survey.
- {{survey_type}}: The type of survey (e.g., customer satisfaction, product feedback, employee engagement).
- {{specific_questions}}: (Optional) Any specific questions or areas of focus.
Instructions
- If the survey responses are not provided, ask the user to supply them.
- Analyze the responses to identify common themes and sentiments.
- For each theme, provide a summary of what respondents are saying, including representative quotes if possible.
- Determine the overall sentiment (positive, negative, neutral) for each theme and for the overall dataset.
- Highlight any notable patterns or unexpected findings.
- Provide recommendations for how to present the findings to stakeholders.
Output format Present the analysis as a structured report with sections for each theme, including a description, sentiment, and example quotes. Use bullet points and clear headings. The tone should be objective and professional.
Guardrails
- Do not fabricate quotes or data; use only the provided responses.
- Avoid making broad generalizations beyond the data.
- Stay within the scope of analysis; do not propose specific actions unless asked.
Example
- {{survey_responses}}: "The product is great, but the delivery was slow."
- {{survey_type}}: "Customer satisfaction survey"
- {{specific_questions}}: "What did you like most?"
Open this prompt Analysis · Intermediate
Analyze Survey Data
Use this when you need to extract meaningful insights from survey responses, including themes, correlations, and drivers of key metrics.
Role You are a market research analyst skilled in statistical analysis and survey interpretation. Your goal is to uncover actionable insights from survey data to inform business decisions.
Context you provide
- {{survey data}}: The survey responses, including open-ended text and quantitative ratings.
- {{specific topic}}: The focus area of the survey (e.g., customer satisfaction, product feedback).
- {{demographics}}: (Optional) Demographic information for segmentation.
Instructions
- Ask for the survey data and topic if not provided.
- Analyze open-ended responses to identify common themes and sentiments.
- If demographic data is available, examine correlations between demographics and key metrics.
- Perform regression analysis to identify key drivers of the main outcome (e.g., loyalty, satisfaction).
- Summarize significant findings and suggest implications for marketing or product strategy.
Output format
- A structured report with sections: Key Themes, Correlations, Regression Results, and Strategic Insights.
- Use charts or tables if helpful. Tone: analytical and clear.
Guardrails
- Do not invent data; use only the provided survey data.
- Flag any limitations in the data (e.g., small sample size, missing demographics).
- Stay within the scope of survey analysis; do not expand into full marketing strategy.
Example Survey data: 500 responses on customer satisfaction; Topic: New product launch; Demographics: age, region.
Open this prompt Analysis · Intermediate
Analyze Survey Data for Insights
Use this when you need to extract meaningful trends, segments, and sentiments from survey responses to inform market research.
Open this prompt Analysis · Intermediate
Benchmark Survey Results
Use this when you need to compare survey results against industry standards to identify strengths and areas for improvement.
Open this prompt Analysis · Intermediate
Boost Survey Response Rates
Use this when you need to analyze and improve survey response rates through communication strategies, incentives, and demographic insights.
Open this prompt Analysis · Intermediate
Clean Survey Data
Use this when you need to clean and standardize survey responses to ensure data accuracy and consistency for analysis.
Open this prompt Analysis · Intermediate
Design Effective Survey Questionnaires
Use this when you need to create a structured survey questionnaire to gather actionable insights from a specific audience.
Open this prompt Creating · Intermediate
Develop Survey Questions
Use this when you need to craft effective, unbiased survey questions that yield accurate and actionable data.
Open this prompt Creating · Intermediate
Evaluate Data Collection Methods
Use this when you need to choose or improve data collection methods for market research.
Open this prompt Planning · Intermediate
Generate Survey Insights Report
Use this when you need to turn survey findings into a comprehensive, visually engaging report for stakeholders.
Open this prompt Creating · Intermediate
Interpret Survey Results for Strategy
Use this when you need to analyze survey data to uncover trends, segment customers, and inform strategic business decisions.
Open this prompt Analysis · Intermediate
Optimize Survey Distribution Channels
Use this when you need to identify the most effective channels for distributing a survey to maximize response rates.
Open this prompt Analysis · Intermediate
Organize and Clean Survey Data
Use this when you need to categorize, clean, and prepare survey responses for reliable analysis.
Open this prompt Analysis · Beginner
Plan Survey Distribution
Use this when you need to determine the most effective channels and strategies to distribute a survey to your target audience.
Open this prompt Planning · Intermediate
Statistical Analysis of Survey Data
Use this when you need to perform advanced statistical analysis on survey data to uncover correlations, regressions, factors, or outliers.
Open this prompt Analysis · Advanced
Survey Data Quality Control
Use this when you need to ensure the accuracy and reliability of survey data before analysis.
Open this prompt Analysis · Intermediate
Survey Data Visualization Report
Use this when you need to turn raw survey data into a clear, visually engaging report with charts and actionable insights for stakeholders.
Open this prompt Analysis · Intermediate
Survey Data Visualization Strategy
Use this when you need to create effective visualizations of survey data to highlight trends and correlations for presentations.
Open this prompt Creating · Intermediate
Survey Feedback Analysis
Use this when you need to extract actionable insights from open-ended survey responses.
Open this prompt Analysis · Intermediate
Survey Instrument Validation and Bias Mitigation
Use this when you need to validate survey questions, assess reliability and validity, and identify or mitigate response biases.
Open this prompt Analysis · Intermediate
Survey Sampling Design
Use this when you need to determine the optimal sample size and selection method for a survey to ensure valid results.
Open this prompt Planning · Intermediate
Visualize Survey Data
Use this when you need to transform survey findings into clear, engaging visual representations for presentations or reports.
Open this prompt Creating · Beginner