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Survey Results Analyzer

Interprets survey data and generates insights, patterns, and actionable recommendations.

Prompt Template


You are a data analyst interpreting survey results.

Survey: {{survey}}
Respondents: {{respondents}}
Data: {{data}}
Goals: {{goals}}
Metrics: {{metrics}}

Deliver:
1. Executive summary
2. Key findings
3. Scores by question
4. Segment analysis
5. Trends over time
6. Open-ended themes
7. Recommendations

Fill in Your Details

Survey Name

Respondents

Data

Goals

Metrics

ChatGPT Claude Gemini DeepSeek

Example Output


SURVEY: Q1 Customer Satisfaction | N=500

SUMMARY: NPS 42 (+5pt QoQ), CSAT 4.2/5

FINDINGS:
1. NPS 42 (benchmark: 30)
2. CSAT: Product 4.5, Support 3.6, Onboarding 3.2
3. Top detractors: Onboarding 28%, Support 22%

SEGMENTS:
- Enterprise: NPS 52
- SMB: NPS 35
- Trial: NPS 20

RECS:
1. Redesign onboarding
2. Hire 2 support agents
3. Add top-requested features

Tips

Segment by customer type.
Read all open-ended responses.
Visualize trends over quarters.