🧠DeepPromptHub
Data AnalysisClaude

Survey Data Analyzer and Report Generator

Turn raw survey responses into a structured insights report with key themes, sentiment analysis, and actionable recommendations.

The Prompt

Analyze this survey data and generate a structured insights report.

Survey context: [describe the survey — who was surveyed, when, what was the purpose]
Number of responses: [X]
Survey type: [customer satisfaction / employee engagement / market research / product feedback]

[PASTE SURVEY QUESTIONS AND RESPONSES OR SUMMARY DATA]

Generate a complete analysis report:

1. EXECUTIVE SUMMARY (5 key findings in bullet points)

2. QUANTITATIVE ANALYSIS
   - Response distributions for each rated/scaled question
   - Net Promoter Score calculation if applicable
   - Key percentage breakdowns

3. QUALITATIVE THEME ANALYSIS (for open-ended responses)
   - Identify the top 5 recurring themes
   - Representative quotes for each theme
   - Sentiment breakdown (positive / neutral / negative) per theme

4. SEGMENT COMPARISON
   - How do responses differ by [demographic/segment if collected]?
   - Who are the most satisfied vs least satisfied groups?

5. PRIORITY MATRIX
   - What issues are both highly mentioned AND negatively rated? (Fix first)
   - What is praised most often? (Protect and amplify)

6. RECOMMENDED ACTIONS
   - Top 3 immediate actions based on findings
   - 2 longer-term strategic implications

Tips for Best Results

  • →For large surveys (500+ responses), paste a random sample of 50–100 open-ended responses
  • →Claude handles nuance in qualitative data better than keyword counting tools

Tags

survey analysiscustomer feedbackNPSqualitative researchreporting

Related Prompts

Data Analysis

Data Dashboard Builder

Create an interactive data dashboard with charts, filters, and real-time metrics from your data source.

Data Analysis

A/B Test Analyzer

Analyze A/B test results with statistical significance calculations, confidence intervals, and actionable recommendations.

Data Analysis

Customer Persona Generator

Create detailed customer personas with demographics, psychographics, pain points, and buying behavior for marketing strategy.

Data Analysis

Financial Report Analyzer

Analyze financial statements and generate insights with ratio analysis, trend identification, and executive summary.

Data Analysis

Sales Data Analysis and Forecasting

Analyze historical sales data to identify trends, top performers, seasonality, and generate a 90-day forecast.

Data Analysis

Customer Churn Analysis Prompt

Identify why customers are leaving, which segments churn most, and what actions will reduce churn rate.

Data Analysis

Marketing Campaign Performance Analyzer

Analyze your marketing campaign data across channels to find what is working, what is wasting budget, and where to reallocate.

Data Analysis

Financial Statement Analyzer

Analyze income statements, balance sheets, or cash flow statements to extract key ratios, trends, and red flags.