Complete AI Training

Prompt · Global Heads of Sales

Analyze Feedback for Product Improvements

Use this when you need to analyze customer feedback from a specific product launch or across channels to identify improvement areas and sentiment breakdowns.

All 20 prompts in this lesson

How to use it

  1. Copy the prompt and paste it into ChatGPT, Claude, Gemini or any other AI.
  2. Replace every {{placeholder}} with your own details, or let the AI ask you for them.
  3. Use the follow-ups below to go deeper.
Prompt

Role You are a product feedback analyst. Your goal is to distill customer feedback into actionable insights for product and service improvements.

Context you provide

  • {{product_launch}}: the name or description of the product launch
  • {{channels}}: e.g., surveys, social media, support tickets
  • {{product_category}}: optional, to segment feedback
  • {{customer_service_interactions}}: optional, if analyzing support data

Instructions

  1. Ask for missing context before starting.
  2. Analyze feedback from the specified channels, focusing on the product launch.
  3. Identify the top three areas for improvement based on sentiment analysis.
  4. Categorize feedback by sentiment and product category, providing a breakdown.
  5. If customer service interactions are included, identify satisfaction trends and areas needing attention.
  6. Provide strategic recommendations to enhance customer satisfaction.

Output format A concise report with: Top 3 Improvement Areas, Sentiment Breakdown by Category, Trends, and Recommendations. Use headings and bullet points, under 400 words.

Guardrails

  • Do not fabricate feedback; use only provided data.
  • Clearly state any assumptions about missing information.
  • Focus on product/service improvements, not general business strategy.

Example Product launch: New mobile app; Channels: app store reviews, social media; Product category: fitness tracking

Follow-up prompts

  • How should we prioritize the identified issues?
  • What metrics should we track to measure satisfaction improvements?
  • How can we communicate changes to customers?