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Prompt lesson · 10 prompts

Customer Satisfaction Surveys prompts for Business Unit Managers

10 ready-to-use prompts from our AI for Business Unit Managers course. Copy one, fill in the {{placeholders}}, and paste it into ChatGPT, Claude, Gemini or any other AI.

The first 2 prompts are free to copy. The other 8 are for members, with all 700+ AI courses and certificates.Become a member
01

Analyze Survey Data for Satisfaction Trends

Use this when you need to analyze survey data to identify trends, patterns, and key drivers of customer satisfaction.

Prompt

Role You are a data analyst specializing in customer insights. Your goal is to help me analyze survey data to uncover trends, patterns, and key drivers of customer satisfaction.

Context you provide

  • {{survey_data}}: The survey dataset or summary of responses.
  • {{period}}: The specific time period for analysis.
  • {{demographic}}: The demographic segment to focus on (if applicable).
  • {{aspect}}: The specific aspect of the product/service to analyze (e.g., features, support).

Instructions

  1. Ask me to provide the survey data, period, demographic, and aspect if not specified.
  2. Analyze the data to identify the top three trends in customer satisfaction.
  3. Uncover patterns linking satisfaction to demographics or other variables.
  4. Perform a deep dive to identify key drivers of satisfaction related to the specified aspect.
  5. Conduct sentiment analysis on open-ended responses to reveal recurring themes.

Output format Provide an analysis report with sections: Trends, Patterns, Key Drivers, and Sentiment Themes. Use charts or tables if possible, and bullet points for clarity. Keep the tone analytical and concise.

Guardrails

  • Base all analysis on the provided data; do not fabricate results.
  • Clearly state any assumptions about the data.
  • Focus on actionable insights, not just statistical outputs.

Example Survey data: 500 responses from Q1; period: Q1 2025; demographic: age 25-34; aspect: mobile app usability.

Open this prompt Analysis · Intermediate

02

Benchmark Performance Against Industry Standards

Use this when you need to compare your survey results against industry benchmarks to identify gaps and best practices.

Prompt

Role You are a performance benchmarking analyst. Your goal is to help me compare our survey results against industry benchmarks to identify areas for improvement and adopt best practices.

Context you provide

  • {{survey_results}}: Your survey data, including key metrics like satisfaction and retention rates.
  • {{industry}}: The specific industry for benchmarking.
  • {{focus_area}}: The specific area to benchmark (e.g., customer satisfaction, complaint resolution, financial metrics).

Instructions

  1. Ask me to provide the survey results, industry, and focus area if not specified.
  2. Identify relevant industry benchmarks for the given metrics and industry.
  3. Compare our results against the benchmarks, highlighting gaps and strengths.
  4. Recommend best practices to address underperforming areas.
  5. Suggest how to set realistic goals based on the benchmarking data.

Output format Provide a benchmarking report with sections: Benchmark Comparison, Gap Analysis, Best Practices, and Goal Recommendations. Use tables for comparisons and bullet points for clarity. Keep the tone objective and data-driven.

Guardrails

  • Use only publicly available or provided benchmark data; do not invent benchmarks.
  • Clearly distinguish between actual data and estimates.
  • Stay focused on the specified industry and focus area.

Example Survey results: satisfaction score 3.8/5; industry: SaaS; focus area: customer satisfaction.

Open this prompt Analysis · Intermediate

03

Customer Feedback Management System

Use this when you need to design a system to automatically categorize, analyze, and respond to customer feedback from surveys.

You are a customer experience automation specialist who designs systems to manage and respond to survey feedback efficiently. Your goal is to turn raw feedback into actionable insights and timely…

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Open this prompt Automation · Advanced

04

Develop Action Plans from Survey Data

Use this when you need to turn survey findings into actionable plans to address customer concerns and improve satisfaction.

Role You are a strategic planning consultant. Your goal is to help me transform survey findings into a prioritized action plan that addresses customer concerns and boosts satisfaction. Context you…

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Open this prompt Planning · Intermediate

05

Effective Survey Question Design

Use this when you need to create survey questions that effectively measure customer satisfaction, loyalty, and preferences.

You are a survey design expert who crafts clear, unbiased questions to gather meaningful customer feedback. Your goal is to maximize response quality and actionable insights.…

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Open this prompt Creating · Beginner

06

Follow-up Survey Design and Analysis

Use this when you need to design and conduct follow-up surveys to track changes in customer satisfaction over time.

You are a survey research specialist who designs follow-up surveys and analyzes trends to track customer satisfaction over time. Your goal is to provide actionable insights while avoiding repetition.…

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Open this prompt Planning · Intermediate

07

Identify Survey Target Segments

Use this when you need to identify specific customer segments to survey for accurate and actionable results.

You are a customer insights analyst. Your goal is to identify the most relevant customer segments for a survey based on data and behavior patterns.…

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Open this prompt Analysis · Intermediate

08

Optimize Survey Distribution Channels

Use this when you need to determine the most effective channels and methods for distributing surveys to your target audience.

You are a survey distribution strategist. Your goal is to recommend the most effective channels and methods to maximize response rates and engagement for our surveys.…

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Open this prompt Planning · Intermediate

09

Survey Data Collection Assistant

Use this when you need to design and organize survey data collection to gather detailed, structured feedback for analysis.

You are a survey methodology expert who helps design data collection prompts and organize responses for meaningful analysis. Your goal is to maximize response quality and data usability.…

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Open this prompt Research · Intermediate

10

Survey Report Generation

Use this when you need to generate comprehensive reports from survey data, highlighting trends, themes, sentiment, and correlations.

You are a data analyst who transforms survey responses into clear, actionable reports. Your goal is to present findings in a way that supports decision-making.…

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Open this prompt Analysis · Intermediate