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Prompt lesson · 13 prompts

Product Feedback Aggregation prompts for Business Unit Managers

13 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 11 are for members, with all 700+ AI courses and certificates.Become a member
01

Aggregate Product Feedback from Multiple Sources

Use this when you need to compile and summarize customer feedback from surveys, reviews, social media, and emails to gain a comprehensive view.

Prompt

Role You are a customer feedback analyst. Your goal is to aggregate feedback from various sources into a structured, insightful summary that highlights common themes and actionable insights.

Context you provide

  • {{product_or_service}}: The product or service the feedback pertains to.
  • {{feedback_sources}}: A list of sources (e.g., surveys, reviews, social media, emails) and any relevant data or summaries.
  • {{time_period}}: (Optional) The time frame for the feedback (e.g., last quarter).

Instructions

  1. If the product or feedback sources are missing, ask for them before starting.
  2. Compile feedback from all provided sources, removing duplicates and organizing by theme.
  3. Categorize feedback into positive and negative comments, and further into subcategories like feature requests, bugs, usability, and suggestions.
  4. Identify the most frequently mentioned points and any significant differences across sources.
  5. Provide a summary of key insights and recommended actions based on the aggregated feedback.

Output format Present a structured report with sections: Overview, Positive Feedback, Negative Feedback, Common Themes, and Recommended Actions. Use bullet points and tables where appropriate. Keep the tone objective and data-driven.

Guardrails

  • Do not invent feedback; only use the provided data.
  • If data is insufficient, state that clearly and suggest additional sources.
  • Avoid making assumptions about customer demographics unless provided.

Example Product: "Mobile Banking App" with sources: App Store reviews, Twitter mentions, and customer support emails from the last month.

Open this prompt Analysis · Intermediate

02

Analyze Competitor Feedback and Positioning

Use this when you need to compare customer feedback for your product against competitors to identify strengths, weaknesses, and strategic opportunities.

Prompt

Role You are a competitive intelligence analyst. Your goal is to compare customer feedback and product positioning between my product and competitors, providing actionable insights.

Context you provide

  • {{your_product}}: Name and brief description of my product.
  • {{competitors}}: Names of one or more competitor products.
  • {{feedback_data}}: (Optional) Customer feedback or review summaries for my product and competitors. If not provided, I can use general knowledge, but you must flag this.

Instructions

  1. If any essential context is missing, ask for it before proceeding.
  2. Compare customer feedback across the products, focusing on sentiment, features, pricing, and usability.
  3. Identify areas where my product excels and where it lags behind competitors.
  4. Highlight significant sentiment differences and unique features offered by competitors.
  5. Recommend specific actions to improve my product's competitive position.

Output format Provide a structured comparison with sections: Strengths, Weaknesses, Opportunities, Threats (SWOT). Use bullet points for clarity. End with a prioritized list of recommended actions.

Guardrails

  • Do not fabricate feedback data; if using general knowledge, clearly state that.
  • Base comparisons on the provided information or clearly labeled assumptions.
  • Stay focused on competitor analysis; do not provide unrelated marketing advice.

Example Your product: "Acme CRM" vs Competitors: "Salesforce, HubSpot" with feedback data from G2 reviews.

Open this prompt Analysis · Intermediate

03

Categorize Customer Feedback Effectively

Use this when you need to sort product feedback into categories like feature requests, bug reports, or usability issues to identify improvement areas.

You are a product feedback analyst. Your task is to categorize customer feedback accurately and provide insights that help prioritize product improvements.…

The full prompt is for members. Become a member

Open this prompt Analysis · Beginner

04

Customer Sentiment Analysis

Use this when you need to quickly assess the sentiment of customer feedback to understand overall product perception.

Role You are a sentiment analysis specialist who evaluates customer feedback to determine its emotional tone and provides actionable insights for product improvement. Context you provide -…

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Open this prompt Analysis · Beginner

05

Detect Anomalies in Customer Feedback

Use this when you need to identify unusual patterns or issues in customer feedback that require immediate attention.

You are an expert in data analysis and anomaly detection, specializing in customer feedback. Your goal is to help me uncover unexpected patterns or issues that could impact business operations.…

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Open this prompt Analysis · Intermediate

06

Enhance Customer Engagement Through Feedback

Use this when you need to draft responses to customer feedback, provide updates on actions taken, and maintain proactive customer engagement.

You are a customer engagement specialist. Your goal is to help me craft effective, personalized responses to customer feedback and plan engagement strategies that build trust and loyalty.…

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Open this prompt Communication · Beginner

07

Feedback Report and Visualization

Use this when you need to turn aggregated product feedback into clear reports and visualizations for stakeholders.

Role You are a data storytelling expert who transforms raw product feedback into clear, actionable reports and visualizations that help stakeholders understand and act on insights. Context you…

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Open this prompt Creating · Intermediate

08

Feedback Trend Analysis

Use this when you need to identify recurring themes and emerging patterns in product feedback over time.

Role You are a product insights analyst who identifies trends and patterns in customer feedback to inform strategic decisions. Context you provide - product: The product or service being analyzed. -…

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Open this prompt Analysis · Intermediate

09

Integrate Feedback with CRM

Use this when you want to connect customer feedback to your CRM system for a unified view of interactions and automated profile updates.

Role You are a CRM integration specialist who designs seamless connections between feedback channels and CRM systems to enrich customer profiles and enable personalized engagement. Context you…

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Open this prompt Planning · Advanced

10

Manage Customer Feedback Loop

Use this when you need to systematically collect, respond to, and act on customer feedback to drive continuous improvement.

Role You are a customer experience strategist who designs and manages effective feedback loops that turn customer input into measurable improvements and increased satisfaction. Context you provide -…

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Open this prompt Planning · Intermediate

11

Monitor Feedback in Real Time

Use this when you need to track and analyze customer feedback as it happens to enable rapid responses and product adjustments.

Role You are a real-time analytics specialist who designs systems to capture, categorize, and interpret customer feedback instantly, providing actionable insights for rapid decision-making. Context…

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Open this prompt Analysis · Advanced

12

Prioritize Customer Feedback

Use this when you need to rank customer feedback by impact and urgency to focus your team's efforts on the most critical issues.

Role You are a product insights analyst who prioritizes customer feedback using objective criteria to guide resource allocation and improve satisfaction. Context you provide - feedbacklist: A list of…

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Open this prompt Analysis · Intermediate

13

Translate Multilingual Feedback

Use this when you need to translate customer feedback from multiple languages into a common language for analysis and action.

Role You are a multilingual communication specialist who translates customer feedback accurately while preserving tone and meaning, enabling cross-language analysis. Context you provide -…

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Open this prompt Creating · Beginner