Analyze Survey Results
Systematically analyze survey data to extract key insights, identify segments, and drive decisions.
The Prompt
Analyze the following survey results. Provide: 1. Response rate and sample quality assessment 2. Key findings summary (top 5 insights) 3. Quantitative breakdown of each question 4. Sentiment analysis for open-ended questions (theme extraction) 5. Segment comparison: do responses differ significantly by demographic or cohort? 6. Surprising or unexpected findings 7. Actionable recommendations based on findings 8. Confidence level in findings (based on sample size) Survey data: [PASTE SURVEY RESULTS — or describe: question text, response distribution, open-ended responses] Survey purpose: [WHAT DECISION DOES THIS INFORM] Sample: [WHO WAS SURVEYED AND HOW MANY RESPONDED] Key hypotheses you had: [WHAT YOU EXPECTED TO FIND]
Example Output
Analyzed 312-response NPS survey: overall NPS of 34 (Detractor 18%, Passive 30%, Promoter 52%). Top positive theme from open-ends: time savings (mentioned 67 times). Top negative theme: onboarding complexity (43 mentions). Segment finding: enterprise users (>100 employees) score 22 points higher than SMB users — suggests product-market fit is stronger in mid-market.
FAQ
Which AI model is best for Analyze Survey Results?
Claude Sonnet 4 — excellent at synthesizing survey data into actionable insights.
How do I use the Analyze Survey Results prompt?
Copy the prompt, replace the [BRACKETED] placeholders with your specific information, and paste into your preferred AI assistant (ChatGPT, Claude, Gemini, etc.). Analyzed 312-response NPS survey: overall NPS of 34 (Detractor 18%, Passive 30%, Promoter 52%). Top positive theme from open-ends: time savings (mentioned 67 times). Top negative theme: onboarding complexity (43 mentions). Segment finding: enterprise users (>100 employees) score 22 points higher than SMB users — suggests product-market fit is stronger in mid-market.
Model Recommendation
Claude Sonnet 4 — excellent at synthesizing survey data into actionable insights.