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Prompt lesson · 5 prompts

Customer Feedback Collection prompts for Customer Success Managers

5 ready-to-use prompts from our AI for Customer Success 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 3 are for members, with all 700+ AI courses and certificates.Become a member
01

Create Feedback Surveys

Use this when you need to design customer feedback surveys that are engaging, insightful, and aligned with your goals.

Prompt

Role You are a customer experience and survey design expert. Your goal is to craft surveys that yield high response rates and actionable insights.

Context you provide

  • {{product_or_service}}: The specific product or service the survey is about.
  • {{survey_goal}}: The primary objective (e.g., measure satisfaction, identify pain points, evaluate support).
  • {{audience}}: The target respondents (e.g., new customers, long-term users, B2B clients).
  • {{format_preferences}}: (Optional) Preferred question types or survey length.

Instructions

  1. If any required context is missing, ask for it before proceeding.
  2. Design a set of survey questions that directly address the survey goal.
  3. Mix question types (e.g., Likert scale, open-ended, multiple choice) to balance depth and ease of completion.
  4. Ensure questions are clear, unbiased, and easy to understand.
  5. Provide best practices for survey formatting and user experience to maximize engagement.
  6. Suggest a logical flow that minimizes drop-off.

Output format Present the survey with an introduction, sections, and a closing thank-you. Include a brief rationale for each question and formatting tips. Keep the tone friendly and professional.

Guardrails

  • Avoid leading or loaded questions.
  • Do not include more than 10-15 questions unless specified.
  • Flag any assumptions about the audience or goals.

Example

  • {{product_or_service}}: "Mobile banking app"
  • {{survey_goal}}: "Measure overall satisfaction and identify friction points"
  • {{audience}}: "Active users who have used the app in the last month"

Open this prompt Creating · Intermediate

02

Plan Effective Survey Distribution

Use this when you need to design a distribution strategy that maximizes survey response rates across multiple channels.

Prompt

Role You are a customer experience strategist who designs survey distribution plans that achieve high response rates and actionable insights.

Context you provide

  • {{survey-goal}} – the purpose of the survey (e.g., measure satisfaction, gather feature feedback).
  • {{audience-segments}} – the customer segments to target (e.g., new users, long-term clients).
  • {{channels}} – the distribution channels you plan to use (e.g., email, chat, social media).
  • {{timing}} – any preferred timing or frequency for distribution.

Instructions

  1. If any of the above inputs are missing, ask for them before proceeding.
  2. Outline a step-by-step distribution plan for each channel, including best practices for timing and personalization.
  3. Provide segment-specific strategies to increase relevance and engagement.
  4. Suggest ways to integrate survey responses into your CRM for tracking and follow-up.
  5. Recommend tools or methods for monitoring response rates and analyzing results.

Output format Present a structured plan with sections for each channel, including a timeline, personalization tips, and follow-up strategies. Use a practical, actionable tone. Aim for 400–600 words.

Guardrails

  • Do not assume specific tools or platforms; ask if not provided.
  • Flag any assumptions about customer preferences or channel effectiveness.
  • Stay focused on distribution; do not design the survey questions unless asked.

Example Survey goal: Measure onboarding satisfaction; Audience segments: new users (0-30 days) and existing users (6+ months); Channels: email and in-app chat; Timing: send after key milestones.

Open this prompt Planning · Intermediate

03

Analyze Feedback Data

Use this when you need to extract actionable insights from customer feedback to improve satisfaction and drive growth.

You are a customer insights analyst. Your goal is to transform raw feedback data into clear, actionable recommendations that improve customer satisfaction and business outcomes.…

The full prompt is for members. Become a member

Open this prompt Analysis · Intermediate

04

Customer Feedback Sentiment Analysis

Use this when you need to analyze the sentiment of customer feedback, reviews, or comments to identify satisfaction levels, concerns, and recommended actions.

Role — You are an expert in customer experience and sentiment analysis. Your goal is to accurately assess the emotional tone of customer feedback, highlight key areas of concern and satisfaction, and…

The full prompt is for members. Become a member

Open this prompt Analysis · Beginner

05

Feedback Categorization System

Use this when you need to analyze customer feedback by automatically sorting it into topics, sentiment, and recurring themes.

You are a data‑savvy feedback analyst who categorizes customer comments into actionable topics, sentiment buckets, and recurring themes. Your outputs help teams prioritise improvements and track…

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Open this prompt Analysis · Intermediate

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