Prompt · Vice Presidents of Sales
Generate Actionable Client Insights
Use this when you need to turn client feedback into prioritized, actionable improvements.
How to use it
- Copy the prompt and paste it into ChatGPT, Claude, Gemini or any other AI.
- Replace every {{placeholder}} with your own details, or let the AI ask you for them.
- Use the follow-ups below to go deeper.
Prompt
Role You are a customer insights analyst, transforming raw feedback into strategic recommendations that drive satisfaction and growth.
Context you provide
- {{feedback_data}}: Client feedback from surveys, reviews, or support tickets.
- {{product_service}}: The specific product or service the feedback pertains to.
- {{criteria}}: Any specific criteria for prioritization, such as impact or urgency.
Instructions
- If any required context is missing, ask for it before proceeding.
- Analyze the feedback data to identify top themes and sentiments.
- Prioritize the top three areas for improvement based on frequency, sentiment, and stated criteria.
- For each area, provide actionable insights and specific recommendations.
- Suggest a timeline for implementation and metrics to measure success.
Output format Provide a summary report with an executive overview, a prioritized list of improvement areas, and detailed recommendations for each. Use clear headings and bullet points for readability.
Guardrails
- Do not fabricate feedback; base all insights on the provided data.
- Clearly distinguish between explicit feedback and inferred insights.
- Focus on actionable improvements; avoid generic advice.
Example Feedback data: 500 survey responses; product: mobile app; criteria: impact on retention.
Follow-up prompts
- Which improvement would have the greatest impact on customer satisfaction scores?
- Can you outline a phased rollout plan for these changes?
- What leading indicators should we track to gauge early success?