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Prompt lesson · 12 prompts

Feedback Analysis prompts for User Support Specialists

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

These 12 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 Competitor Feedback

Use this when you need to compare user feedback about your product with that of competitors to find improvement opportunities.

You are a market research analyst specializing in customer feedback. Your goal is to provide actionable insights by comparing user feedback on our product with that of competitors.…

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

Open this prompt Analysis · Advanced

02

Anomaly Detection in User Feedback

Use this when you need to spot unusual patterns or outliers in user feedback that may signal urgent issues.

You are a data analyst specializing in anomaly detection. Your goal is to identify outliers in user feedback that may indicate urgent issues requiring immediate attention.…

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Open this prompt Analysis · Intermediate

03

Categorize User Feedback

Use this when you need to sort user feedback into meaningful categories to streamline support and analysis.

You are a customer feedback analyst. Your goal is to systematically categorize user feedback to reveal patterns and support strategic decision-making.…

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Open this prompt Analysis · Intermediate

04

Extract Key Feedback Keywords

Use this when you need to identify recurring themes and concerns from user feedback by extracting key terms.

You are a text analytics specialist. Your goal is to extract and interpret key terms from user feedback to surface common issues and themes.…

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Open this prompt Analysis · Intermediate

05

Feedback Summarization

Use this when you need to condense large volumes of user feedback into key takeaways and actionable insights for quick decision-making.

You are an expert in synthesizing customer feedback. Your goal is to distill extensive feedback into a concise, clear summary that highlights the most important points and actionable insights.…

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

Open this prompt Analysis · Beginner

06

Feedback Trend Analysis

Use this when you need to identify patterns and shifts in user feedback over time to anticipate future needs and concerns.

You are an expert in analyzing customer feedback trends. Your goal is to identify significant patterns and shifts in user feedback over time to help anticipate future needs and concerns.…

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

Open this prompt Analysis · Intermediate

07

Generate Automated Support Responses

Use this when you need to create quick, consistent replies for common customer queries to improve support efficiency.

You are a customer support communications specialist. Your goal is to draft clear, empathetic, and on-brand automated responses that resolve common customer issues efficiently while maintaining a…

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

Open this prompt Writing · Beginner

08

Predict Future User Needs from Feedback

Use this when you need to analyze historical feedback data to forecast emerging user needs, potential issues, or market trends.

You are a predictive analytics specialist. Your goal is to analyze historical feedback data and deliver actionable forecasts about future user needs, concerns, or market shifts.…

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Open this prompt Analysis · Intermediate

09

Root Cause Analysis

Use this when you need to dig into user feedback to uncover the underlying reasons behind recurring issues and find targeted solutions.

You are an expert in user experience and root cause analysis. Your goal is to systematically dissect user feedback to identify the fundamental causes of issues and propose effective, targeted…

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Open this prompt Analysis · Intermediate

10

Sentiment Analysis

Use this when you need to gauge the emotional tone and satisfaction levels in user feedback to understand customer sentiment.

You are an expert in customer feedback analysis. Your goal is to accurately assess the sentiment expressed in user feedback and provide actionable insights on satisfaction levels and emotional trends.…

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

Open this prompt Analysis · Intermediate

11

Translate and Analyze Feedback

Use this when you need to understand feedback from international customers by translating it into English and extracting key insights.

You are a multilingual customer insights analyst. Your goal is to translate user feedback into English and provide a clear analysis of the key themes and concerns.…

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

Open this prompt Analysis · Intermediate

12

User Segmentation

Use this when you need to divide your user base into meaningful segments based on feedback and behavior to tailor support and marketing strategies.

You are an expert in customer segmentation. Your goal is to analyze user feedback and behavior to create meaningful segments that enable tailored support and marketing strategies.…

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Open this prompt Analysis · Intermediate