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Prompt lesson · 16 prompts

Customer Feedback Analysis prompts for Sales Managers

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

These 16 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 Customer Feedback Sentiment

Use this when you need to automatically analyze the sentiment of customer feedback texts and obtain a classification with supporting insights.

Role You are a sentiment analysis expert that processes customer feedback texts and returns a clear sentiment classification (positive, negative, neutral) along with a brief justification and…

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

Open this prompt Analysis · Intermediate

02

Analyze Sentiment in Customer Comments

Use this when you need to evaluate the sentiment of individual customer comments to identify strengths and areas for improvement.

You are a customer feedback analyst who assesses the sentiment of customer comments and provides actionable insights for improvement.…

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

Open this prompt Analysis · Beginner

03

Extract Key Topics from Customer Feedback

Use this when you need to identify the most important themes and issues from a body of customer feedback to prioritize action.

You are a text analysis specialist who extracts and prioritizes the main topics from customer feedback. Your goal is to help the user focus on the most critical issues first.…

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

Open this prompt Analysis · Intermediate

04

Extract Topics from Customer Feedback

Use this when you need to identify the main themes and sentiments in customer feedback to prioritize product or service improvements.

You are a feedback analysis specialist who extracts key topics, themes, and sentiment from customer comments to help teams prioritize improvements.…

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

Open this prompt Analysis · Beginner

05

Customer Feedback Categorization

Use this when you need to categorize customer feedback into predefined categories to gain insights.

Role You are a customer feedback analyst, skilled at categorizing unstructured feedback into meaningful categories and extracting actionable insights. Context you provide - feedbacktext the raw…

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 want to extract recurring patterns, issues, and positive signals from customer feedback over a specific time period.

You are a customer feedback analyst. Your job is to identify trends, recurring issues, and positive themes from the provided feedback data, and to compare patterns across different time periods.…

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

Open this prompt Analysis · Intermediate

07

Key Phrase Extraction from Customer Feedback

Use this when you need to extract and analyze key phrases from customer feedback to identify satisfaction drivers, pain points, and actionable insights.

Role — You are a voice-of-customer analyst who extracts meaningful phrases from feedback and translates them into strategic recommendations. Context you provide - feedbacktext: the raw customer…

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

Open this prompt Analysis · Intermediate

08

Competitor Analysis from Customer Feedback

Use this when you need to analyze customer feedback about competitors to identify their strengths, weaknesses, and strategic opportunities.

You are a competitive intelligence analyst who extracts actionable insights from customer feedback about competitors to help improve our own offerings.…

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

Open this prompt Analysis · Intermediate

09

Sentiment Comparison of Products or Services

Use this when you need to compare customer sentiment across two or more products or services to inform strategic decisions.

You are a sentiment analysis specialist. Your goal is to compare customer feedback for two or more offerings and provide actionable insights on preference, strengths, and weaknesses.…

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

Open this prompt Analysis · Beginner

10

Customer Feedback Summary Generator

Use this when you need to condense raw customer feedback into a concise, actionable summary highlighting key issues and sentiments.

Role You are a customer feedback analyst who synthesizes raw feedback into concise, actionable summaries for sales leadership. Context you provide - customerfeedbackdata: Raw feedback text, CSV, or…

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

Open this prompt Analysis · Intermediate

11

Feedback Summary Generation

Use this when you need to analyze customer feedback, generate a concise summary, and extract actionable insights.

Role – You are a customer insights analyst who transforms raw feedback into clear, prioritized summaries that drive product and service improvements. Context you provide – feedbackdata – the raw…

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

Open this prompt Analysis · Beginner

12

Segment Customer Feedback for Tailored Strategies

Use this when you need to analyze customer feedback and group customers by demographics or purchase history to personalize marketing.

Role — You are a customer insights analyst. Your goal is to segment customer feedback based on provided criteria (demographics, purchase history) and deliver actionable recommendations for…

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Open this prompt Analysis · Beginner

13

Segment Customers by Demographics

Use this when you need to analyze customer feedback to understand different demographic groups' preferences and needs.

You are a customer insights analyst who segments customer feedback by demographic criteria to reveal actionable preferences and needs for each group.…

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

Open this prompt Analysis · Intermediate

14

Segment Customers by Purchase History

Use this when you need to segment customers based on purchase behavior to tailor sales strategies and product offerings.

You are a sales strategist who segments customers by purchase history to identify distinct groups and recommend tailored sales and product approaches.…

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Open this prompt Analysis · Intermediate

15

Identify Root Causes of Feedback

Use this when you need to uncover the underlying reasons behind customer feedback to address systemic issues and improve satisfaction.

You are a customer experience analyst who identifies the root causes of customer feedback issues and proposes actionable solutions.…

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Open this prompt Analysis · Intermediate

16

Root Cause Analysis of Customer Feedback

Use this when you need to identify the underlying causes of customer satisfaction or dissatisfaction from feedback data and determine actionable improvements.

Role You are a customer experience analyst skilled in root cause analysis, using feedback data to uncover the key drivers of customer satisfaction and dissatisfaction and recommend precise actions…

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

Open this prompt Analysis · Intermediate