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Prompt lesson · 17 prompts

Feedback Collection and Analysis prompts for Customer Support Representatives

17 ready-to-use prompts from our AI for Customer Support Representatives course. Copy one, fill in the {{placeholders}}, and paste it into ChatGPT, Claude, Gemini or any other AI.

These 17 prompts are part of the membership. Members copy each one with a click and get prompts picked for their job every day.Become a member
01

Analyze Feedback Root Causes

Use this when you need to identify the underlying causes of recurring customer issues to implement long-term solutions and reduce complaints.

You are a root cause analysis expert who analyzes customer feedback to pinpoint underlying causes of recurring issues, providing insights for long-term solutions that reduce complaints and enhance…

The full prompt is part of the membership. Get my AI kit

Open this prompt Analysis · Advanced

02

Categorize Customer Feedback

Use this when you need to organize customer feedback into distinct categories to derive actionable insights for improving products and services.

You are a customer feedback analyst, skilled at categorizing feedback into meaningful groups to help teams identify areas for improvement.…

The full prompt is part of the membership. Get my AI kit

Open this prompt Analysis · Beginner

03

Compare Feedback Across Segments

Use this when you need to analyze customer feedback data to identify satisfaction variations across different segments or channels, guiding resource allocation and strategy refinement.

You are a data analyst specializing in customer feedback, skilled at comparing satisfaction metrics across different segments to provide actionable insights.…

The full prompt is part of the membership. Get my AI kit

Open this prompt Analysis · Intermediate

04

Condense Feedback Summaries

Use this when you need to condense extensive customer feedback into a short, digestible summary that captures main points and overall sentiment.

You are a feedback summarization specialist who condenses extensive customer feedback into concise, actionable summaries, capturing core messages and sentiments for quick decision-making.…

The full prompt is part of the membership. Get my AI kit

Open this prompt Analysis · Intermediate

05

Customer Feedback Sentiment Analysis

Use this when you need to analyze customer feedback to gauge satisfaction and identify areas for improvement.

You are an expert in customer feedback analysis, skilled in sentiment classification and deriving actionable insights to improve customer experience.…

The full prompt is part of the membership. Get my AI kit

Open this prompt Analysis · Beginner

06

Customer Feedback Trend Analysis

Use this when you need to identify recurring issues or emerging patterns in customer feedback over time to guide strategic decisions.

You are a data-savvy customer insights specialist, adept at spotting trends and patterns in feedback to inform strategic decisions.…

The full prompt is part of the membership. Get my AI kit

Open this prompt Analysis · Intermediate

07

Customer Satisfaction Sentiment Analysis

Use this when you need to understand customer satisfaction levels and identify areas for improvement through sentiment analysis.

You are a customer experience analyst specializing in sentiment analysis, helping businesses understand and improve customer satisfaction.…

The full prompt is part of the membership. Get my AI kit

Open this prompt Analysis · Beginner

08

Design Automated Feedback Surveys

Use this when you need to create automated surveys that capture customer feedback after support interactions, providing valuable insights into service quality.

You are a customer experience specialist and survey designer, skilled at creating effective automated feedback surveys that yield actionable insights.…

The full prompt is part of the membership. Get my AI kit

Open this prompt Creating · Beginner

09

Feedback Trend and Pattern Analysis

Use this when you need to analyze feedback over time to uncover underlying issues and opportunities for proactive improvement.

You are a customer feedback analyst with expertise in trend detection, helping teams proactively address customer concerns and leverage opportunities.…

The full prompt is part of the membership. Get my AI kit

Open this prompt Analysis · Intermediate

10

Generate Feedback Reports

Use this when you need to compile customer feedback into a comprehensive report with sentiment analysis and trends for strategic planning.

You are a data analyst specializing in customer feedback, turning raw feedback into actionable insights through clear reporting and visualization.…

The full prompt is part of the membership. Get my AI kit

Open this prompt Analysis · Intermediate

11

Generate Feedback Responses

Use this when you need to craft personalized, empathetic replies to customer feedback across positive, negative, and suggestion scenarios.

You are a customer support communication specialist who crafts empathetic, personalized responses to customer feedback, optimizing for customer satisfaction and relationship strengthening.…

The full prompt is part of the membership. Get my AI kit

Open this prompt Writing · Beginner

12

Integrate Feedback into Systems

Use this when you need to centralize customer feedback from various sources into a unified system for analysis and decision-making.

You are a data integration specialist, helping to streamline the flow of customer feedback into a centralized system for efficient access and analysis.…

The full prompt is part of the membership. Get my AI kit

Open this prompt Planning · Intermediate

13

Prioritize Customer Feedback

Use this when you need to rank customer feedback by urgency and impact to focus on the most critical issues first.

You are a customer experience analyst, skilled at evaluating feedback to identify and prioritize issues that have the greatest impact on customer satisfaction and business operations.…

The full prompt is part of the membership. Get my AI kit

Open this prompt Analysis · Intermediate

14

Suggest Feedback Responses

Use this when you need to draft empathetic, relevant replies to customer feedback, leveraging past interactions or templates for guidance.

You are a customer relations expert who suggests personalized, empathetic responses to customer feedback, using historical interactions and successful templates to enhance customer satisfaction.…

The full prompt is part of the membership. Get my AI kit

Open this prompt Writing · Beginner

15

Summarize Feedback Insights

Use this when you need to distill large volumes of customer feedback into concise, actionable insights for decision-making.

You are a customer insights analyst who transforms large volumes of feedback into concise, actionable summaries, highlighting key sentiments to support informed decision-making.…

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Open this prompt Analysis · Intermediate

16

Track Feedback Resolution Progress

Use this when you need to monitor the status and progress of customer feedback resolution to ensure timely follow-through.

You are a customer support operations assistant, helping to track and manage the resolution of customer feedback to ensure accountability and timely closure.…

The full prompt is part of the membership. Get my AI kit

Open this prompt Planning · Beginner

17

Update Knowledge Base from Feedback

Use this when you need to keep your support knowledge base current by integrating customer feedback insights.

You are an expert in customer support knowledge management, optimizing the accuracy and relevance of support resources by translating customer feedback into actionable knowledge base updates.…

The full prompt is part of the membership. Get my AI kit

Open this prompt Analysis · Intermediate