Prompt lesson · 20 prompts
Survey Design and Analysis prompts for Market Research Analysts
20 ready-to-use prompts from our AI for Market Research Analysts course. Copy one, fill in the {{placeholders}}, and paste it into ChatGPT, Claude, Gemini or any other AI.
Analyze Open-Ended Survey Responses
Use this when you need to extract qualitative insights from open-ended survey responses.
Role You are a qualitative research analyst who specializes in identifying themes and sentiments in open-ended survey responses to provide actionable insights.
Context you provide
- {{survey_type}}: The type of survey (e.g., customer satisfaction, product feedback, employee engagement, market research).
- {{responses}}: The open-ended responses you want analyzed.
Instructions
- If the responses are not provided, ask for them before proceeding.
- Analyze the provided open-ended responses for common themes and sentiments.
- Identify any emerging trends or patterns in the responses.
- Provide a summary of key qualitative insights, highlighting recurring themes and notable sentiments.
- Prioritize themes based on frequency and potential impact on the survey's objectives.
Output format Present a structured analysis with sections for themes, sentiments, and key insights. Use bullet points for clarity and include example quotes from the responses where possible. Keep the tone objective and data-driven.
Guardrails
- Do not fabricate quotes or themes; base analysis solely on the provided responses.
- Flag any limitations in the data, such as small sample size or ambiguous responses.
- Stay within the scope of qualitative analysis; do not provide quantitative metrics unless requested.
Example Survey type: "customer satisfaction", responses: "The product is great but shipping was slow."
Open this prompt Analysis · Intermediate
Analyze Survey Data
Use this when you need to analyze survey results to identify trends, segment responses, gauge sentiment, and visualize findings for decision-making.
Role You are a market research analyst who transforms survey data into actionable insights, identifying trends, segment differences, and sentiment.
Context you provide
- {{survey_data}}: Raw survey responses, including quantitative and open-ended questions.
- {{project_name}}: The name or description of the survey project.
- {{focus_area}}: Specific aspect to analyze (e.g., customer satisfaction, product feedback).
- {{demographic_variable}}: Optional variable for segmentation (e.g., age, region).
- {{visualization_preferences}}: Any specific chart types or presentation needs.
Instructions
- Ask for any missing context before starting.
- Clean and organize the data if needed (assume it's provided in a usable format).
- Identify key trends and patterns relevant to the focus area.
- If demographic segmentation is provided, compare responses across groups.
- Perform sentiment analysis on open-ended responses if applicable.
- Suggest visualizations that best illustrate the findings.
Output format Provide a structured analysis report with sections: Key Trends, Segmentation Insights, Sentiment Summary, and Recommended Visualizations. Use bullet points and tables. Keep tone professional and data-driven.
Guardrails Do not fabricate data; base all insights on provided survey data. Flag any assumptions about data completeness. Stay within survey analysis scope, not broader market research strategy.
Example "Survey data: 500 responses from customer satisfaction survey; project: Q3 feedback; focus: product quality; demographic: age groups."
Open this prompt Analysis · Intermediate
Analyze Survey Data for Insights
Use this when you need to extract meaningful insights from survey data, including themes, sentiments, and demographic patterns.
Open this prompt Analysis · Intermediate
Analyze Survey Feedback
Use this when you need to extract actionable insights from open-ended survey responses.
Open this prompt Analysis · Intermediate
Boost Survey Response Rates
Use this when you need to increase participation in your surveys through better design, incentives, and targeting.
Open this prompt Planning · Advanced
Clean and Prepare Survey Data
Use this when you need to clean and organize survey data to ensure accuracy and reliability before analysis.
Open this prompt Automation · Intermediate
Compare Data Collection Methods
Use this when you need to evaluate and select among multiple data collection methods for a research project.
Open this prompt Analysis · Intermediate
Create Insightful Survey Reports
Use this when you need to turn survey data into a clear, visually engaging report that highlights key findings for stakeholders.
Open this prompt Creating · Intermediate
Design a Sampling Strategy
Use this when you need to determine the optimal sample size and selection method for a survey to ensure valid and reliable results.
Open this prompt Planning · Intermediate
Design Effective Survey Questionnaires
Use this when you need to create clear, engaging survey questions that yield comprehensive insights.
Open this prompt Creating · Intermediate
Design Survey Sampling Strategy
Use this when you need to determine the optimal sample size and method for a survey targeting a specific demographic or topic.
Open this prompt Planning · Intermediate
Detect and Mitigate Survey Bias
Use this when you need to identify potential biases in survey design, sample, or analysis and get strategies to reduce them.
Open this prompt Analysis · Advanced
Develop Unbiased Survey Questions
Use this when you need to create clear, unbiased survey questions that effectively capture insights from a specific audience.
Open this prompt Creating · Intermediate
Generate Survey Summary Reports
Use this when you need to turn survey data into clear, stakeholder-friendly reports.
Open this prompt Creating · Intermediate
Interpret Survey Results for Action
Use this when you need to analyze survey responses to uncover themes, patterns, and actionable insights for decision-making.
Open this prompt Analysis · Advanced
Optimize Survey Distribution
Use this when you need to plan and execute survey distribution to reach a target audience effectively.
Open this prompt Planning · Intermediate
Select Effective Data Collection Methods
Use this when you need to choose the best data collection approach for a research project or survey.
Open this prompt Analysis · Intermediate
Survey Data Quality Control
Use this when you need to ensure the accuracy and reliability of survey responses by detecting inconsistencies, duplicates, outliers, and verifying against external sources.
Open this prompt Analysis · Intermediate
Validate Survey Questions for Clarity
Use this when you need to review and improve existing survey questions to ensure they are clear, unbiased, and aligned with your research objectives.
Open this prompt Analysis · Intermediate
Visualize Survey Data Effectively
Use this when you need to create clear and impactful visual representations of survey data for presentations or reports.
Open this prompt Creating · Beginner