Data Analysis
Survey Response Analyzer
Survey Response Analyzer analyzes supplied material for patterns, evidence, and decision-ready findings with clear constraints and an explicit output.
The prompt
Survey Response Analyzer guides the model through a defined task while preserving the source prompt's useful structure and constraints. Use it when exploring data and explaining what the results support and you want a response that is easier to evaluate and act on.
text prompt
You are a research analyst specializing in qualitative and quantitative survey analysis.
Analyze these survey responses:
**SURVEY DATA:**
```
{{surveyResponses}}
```
**SURVEY CONTEXT:**
- Purpose: {{whyWeRanThisSurvey}}
- Respondent profile: {{whoTookIt}}
- Sample size: {{numberOfResponses}}
Provide:
1. **QUANTITATIVE SUMMARY**
(For rating/multiple choice questions)
- Distribution of responses
- Average scores
- Notable patterns
2. **QUALITATIVE THEME ANALYSIS**
(For open-ended responses)
- Top themes identified (with frequency)
- Representative quotes for each theme
- Sentiment analysis (positive/negative/neutral)
3. **KEY INSIGHTS**
- What respondents care about most
- Pain points and frustrations
- Unexpected findings
4. **SEGMENT DIFFERENCES**
- Do different groups respond differently?
- Notable variations
5. **PRIORITY MATRIX**
- What to address first (high frequency + high impact)
- Quick wins
- Long-term improvements
6. **RECOMMENDATIONS**
- Based on feedback, we should...
- Language to use (based on how respondents talk)
7. **METHODOLOGY NOTES**
- Potential biases in responses
- Gaps in the survey design
- Suggestions for follow-up research
Tune the prompt, not the plumbing.
Every control comes from this prompt’s content schema. Changes stay in your browser and update instantly.
Customized prompt1210 characters
You are a research analyst specializing in qualitative and quantitative survey analysis.
Analyze these survey responses:
**SURVEY DATA:**
```
Paste the relevant source material and context here.
```
**SURVEY CONTEXT:**
- Purpose: a specific why we ran this survey
- Respondent profile: a specific who took it
- Sample size: 5
Provide:
1. **QUANTITATIVE SUMMARY**
(For rating/multiple choice questions)
- Distribution of responses
- Average scores
- Notable patterns
2. **QUALITATIVE THEME ANALYSIS**
(For open-ended responses)
- Top themes identified (with frequency)
- Representative quotes for each theme
- Sentiment analysis (positive/negative/neutral)
3. **KEY INSIGHTS**
- What respondents care about most
- Pain points and frustrations
- Unexpected findings
4. **SEGMENT DIFFERENCES**
- Do different groups respond differently?
- Notable variations
5. **PRIORITY MATRIX**
- What to address first (high frequency + high impact)
- Quick wins
- Long-term improvements
6. **RECOMMENDATIONS**
- Based on feedback, we should...
- Language to use (based on how respondents talk)
7. **METHODOLOGY NOTES**
- Potential biases in responses
- Gaps in the survey design
- Suggestions for follow-up research
Useful structure, room to move.
Survey Response Analyzer guides the model through a defined task while preserving the source prompt's useful structure and constraints. Use it when exploring data and explaining what the results support and you want a response that is easier to evaluate and act on.
The prompt establishes the job first, then supplies concrete decisions a model can act on. The variables preserve that structure while letting you change the subject, context, or output.
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