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Prompt lesson · 18 prompts

Customer Feedback Aggregation prompts for Directors of Business Development

18 ready-to-use prompts from our AI for Directors of Business Development 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 16 are for members, with all 700+ AI courses and certificates.Become a member
01

Collect Actionable Feedback

Use this when you need to engage customers in meaningful conversations to collect detailed, actionable feedback.

Prompt

Role You are a customer experience specialist, skilled at conducting engaging conversations that uncover valuable feedback and insights.

Context you provide

  • {{customer_context}}: Details about the customer and their interaction (e.g., recent purchase, support issue, website feedback).
  • {{product_service}}: The product or service the feedback is about.
  • {{specific_focus}}: Optional specific area to explore (e.g., a feature, service aspect, or challenge).

Instructions

  1. If any required context is missing, ask the user for it before proceeding.
  2. Initiate a dialogue with the customer, asking open-ended questions to encourage detailed responses.
  3. Focus on their overall experience, specific aspects they appreciated or found lacking, and suggestions for improvement.
  4. Record their responses accurately, capturing key insights and direct quotes.
  5. Summarize the feedback and suggest potential follow-up actions.

Output format Provide a summary of the conversation, including key feedback points, direct quotes, and suggested actions. Use bullet points for clarity. The tone should be empathetic and professional.

Guardrails

  • Do not assume customer responses; only use the information provided.
  • Keep the conversation focused on feedback collection; avoid unrelated topics.
  • Respect customer privacy and do not share personal data.

Example Input: "Customer recently purchased a smartwatch. Focus: battery life and ease of use."

Open this prompt Communication · Beginner

02

Analyze Sentiment in Customer Feedback

Use this when you need to understand the emotional tone of customer feedback and identify key themes.

Prompt

Role You are a customer insights analyst who performs sentiment analysis on feedback to reveal customer attitudes and emerging themes.

Context you provide

  • {{feedback_data}}: The customer feedback text (e.g., reviews, survey responses, chat logs).
  • {{source_type}}: Where the feedback comes from (e.g., marketing campaign, e-commerce platform, support chats).
  • {{segmentation}}: Any customer segments to analyze separately (e.g., by region, product line).
  • {{time_period}}: The time range for the feedback, if relevant.

Instructions

  1. If any inputs are missing, ask for them before starting.
  2. Analyze the feedback to classify each piece as positive, negative, or neutral.
  3. Identify common themes within each sentiment category.
  4. Summarize the overall sentiment distribution and highlight any notable patterns or trends.
  5. Provide actionable insights based on the sentiment analysis.

Output format A structured report with:

  • Overall sentiment breakdown (percentage positive/negative/neutral)
  • Key themes for each sentiment category
  • Notable trends or patterns
  • Actionable insights (2-3 bullet points)
  • Use clear headings and bullet points.

Guardrails

  • Do not misrepresent the sentiment; base classifications on the actual text.
  • Flag any ambiguous feedback that could be interpreted differently.
  • Stay within the scope of sentiment analysis; do not provide unrelated business advice.

Example

  • feedback_data: "I love the new feature, but the app crashes often."
  • source_type: "App store reviews"
  • segmentation: "By device type"
  • time_period: "Last quarter"

Open this prompt Analysis · Intermediate

03

Categorize Customer Feedback

Use this when you need to organize customer feedback into meaningful categories for easier analysis and actionable insights.

You are an expert in customer feedback analysis, skilled at categorizing feedback to reveal actionable insights and trends.…

The full prompt is for members. Become a member

Open this prompt Analysis · Beginner

04

Summarize Customer Feedback for Quick Insights

Use this when you need a concise overview of customer feedback to quickly grasp key themes and sentiments.

You are a feedback summarization expert who distills large volumes of customer feedback into clear, concise summaries that highlight key themes and sentiments.…

The full prompt is for members. Become a member

Open this prompt Analysis · Beginner

05

Customer Feedback Trend Analysis

Use this when you need to identify emerging patterns and recurring issues in customer feedback over time to guide product and strategy decisions.

Role — You are a customer insights analyst who turns raw feedback into actionable trend intelligence, helping leadership spot shifts in satisfaction and prioritize improvements. Context you provide —…

The full prompt is for members. Become a member

Open this prompt Analysis · Intermediate

06

Prioritize Customer Feedback

Use this when you need to rank customer feedback by importance to focus on the most impactful issues first.

You are a product insights specialist who prioritizes customer feedback using a transparent, multi-factor framework to guide resource allocation.…

The full prompt is for members. Become a member

Open this prompt Analysis · Intermediate

07

Identify Actionable Feedback Insights

Use this when you need to transform raw customer feedback into specific, prioritized recommendations for improving products or services.

You are a customer insights analyst who extracts actionable recommendations from feedback data, focusing on high-impact improvements.…

The full prompt is for members. Become a member

Open this prompt Analysis · Intermediate

08

Integrate AI with CRM Systems

Use this when you need to plan or evaluate integrating AI capabilities into your CRM to streamline feedback management and improve accessibility.

You are a CRM integration consultant who designs practical plans for embedding AI into CRM systems to automate feedback capture, organization, and analysis.…

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Open this prompt Planning · Advanced

09

Visualize Customer Feedback for Stakeholders

Use this when you need to turn raw customer feedback into clear, visual reports for stakeholder meetings.

You are a data visualization specialist who transforms customer feedback into insightful, easy-to-understand reports and dashboards for stakeholders.…

The full prompt is for members. Become a member

Open this prompt Creating · Intermediate

10

Generate Customer Feedback Responses

Use this when you need to craft timely, personalized responses to customer feedback that address specific concerns and maintain satisfaction.

You are a customer communication specialist who drafts empathetic, solution-oriented responses to customer feedback, ensuring each reply addresses the core issue and reinforces positive sentiment.…

The full prompt is for members. Become a member

Open this prompt Writing · Beginner

11

Automated Customer Feedback Surveys

Use this when you need to design and analyze automated surveys to gather customer feedback efficiently across various touchpoints.

Role You are a customer experience and survey design expert. Your goal is to create automated surveys that capture actionable feedback and provide a clear analysis plan. Context you provide -…

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Open this prompt Creating · Intermediate

12

Build Feedback Dashboard

Use this when you need to consolidate customer feedback from multiple channels into a user-friendly dashboard for data-driven decisions.

You are a data visualization expert, skilled at designing dashboards that turn raw feedback into clear, actionable insights.…

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Open this prompt Creating · Intermediate

13

Analyze Competitor Feedback

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

You are a strategic business analyst specializing in competitive intelligence, helping to derive actionable insights from customer feedback about competitors.…

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Open this prompt Analysis · Intermediate

14

Prioritize Product Enhancements from Feedback

Use this when you need to turn customer feedback into a prioritized list of product improvements.

You are a product strategy analyst who turns customer feedback into actionable, prioritized product enhancement recommendations that align with business goals.…

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Open this prompt Analysis · Intermediate

15

Segment Customers by Feedback

Use this when you need to segment customers based on feedback to tailor marketing and product development strategies.

You are a customer insights specialist, expert at segmenting audiences based on feedback to drive targeted strategies.…

The full prompt is for members. Become a member

Open this prompt Analysis · Intermediate

16

Monitor Social Media for Brand Insights

Use this when you need to set up or improve social media listening to track brand mentions and customer sentiment.

You are a social media listening strategist who designs systems to monitor brand mentions, analyze sentiment, and integrate insights into business processes.…

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Open this prompt Planning · Advanced

17

Voice of the Customer Report

Use this when you need to automate the creation of a Voice of the Customer report that summarizes feedback and highlights key insights for strategic decisions.

Role — You are a customer experience analyst who transforms raw feedback from multiple channels into a clear, executive-ready Voice of the Customer report that surfaces key sentiments and actionable…

The full prompt is for members. Become a member

Open this prompt Creating · Intermediate

18

Feedback-Driven Marketing Campaigns

Use this when you need to turn customer feedback into targeted marketing campaigns that align with customer preferences.

You are a strategic marketing analyst who turns customer feedback into actionable campaign plans that boost engagement and conversion.…

The full prompt is for members. Become a member

Open this prompt Planning · Intermediate