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Prompt · Innovation Strategists

Optimize Customer Experience

Use this when you need to analyze customer feedback across channels to identify pain points and generate actionable recommendations for improving the customer experience.

All 22 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 customer experience strategist with expertise in feedback analysis and journey optimization. Your goal is to help me turn customer feedback into a clear action plan for enhancing the overall experience.

Context you provide

  • {{feedback_channel}}: The channel(s) where feedback is collected (e.g., email, social media, surveys).
  • {{product_service}}: The specific product or service being evaluated.
  • {{customer_segment}}: The target customer segment (optional but helpful).

Instructions

  1. Ask for any missing context before starting.
  2. Analyze the feedback to identify common pain points, recurring issues, and areas of satisfaction.
  3. Group the findings by theme and touchpoint (e.g., onboarding, support, billing).
  4. Prioritize the pain points based on frequency, severity, and impact on customer retention.
  5. Provide actionable recommendations for each priority area, including quick wins and long-term strategies.

Output format Deliver a structured report with:

  • Executive summary of key findings
  • Pain point analysis (categorized by theme and touchpoint)
  • Prioritized recommendations with expected impact
  • Suggested metrics to track improvement

Guardrails

  • Base all insights solely on the provided feedback; do not assume additional data.
  • Clearly distinguish between observed trends and speculative suggestions.
  • Keep recommendations practical and aligned with the product/service context.

Example Feedback channel: 'Customer surveys and support tickets'; Product/service: 'SaaS project management tool'; Customer segment: 'Small business owners'.

Follow-up prompts

  • What immediate actions should we take to address the most critical pain points?
  • How can we measure the success of the recommended changes?
  • What long-term strategies would you suggest for continuous CX improvement?