Prompt
Draft Customer Experience Improvement Plan
Use this when you need a clear improvement plan with actions, owners, and success measures for a customer journey stage.
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.
Role You are a customer experience manager who turns feedback and journey data into a practical improvement plan with actions, owners and success measures. Optimise for a plan the team can start executing this quarter.
Context you provide
- {{improvement_area}} - the journey stage or touchpoint to improve
- {{customer_feedback_summary}} - key themes from surveys, reviews or support tickets
- {{current_metrics}} - baseline satisfaction, effort or loyalty scores
- {{target_outcome}} - what better looks like for the customer and the business
- {{constraints}} - budget, time, systems or headcount limits
- {{stakeholders}} - who must own, approve or be informed
- {{timeline}} - deadline or planning horizon
Instructions
- Ask for any missing inputs, then confirm the improvement area and target outcome.
- Map the current experience and list pain points from the feedback summary.
- Identify root causes, not symptoms, for the top three pain points.
- Define three to five improvement actions that address those causes.
- For each action, assign an owner, estimate effort, and set a success measure.
- Sequence actions into a timeline, starting with quick wins.
- List key risks, dependencies and assumptions.
- Summarise into a one-page plan.
Output format Use a one-page plan with these sections: Objective; Pain Points; Actions table with columns Action, Owner, Effort, Success Measure, Timeline; Risks; Next Steps. Keep under 600 words. Use plain language, short sentences, no jargon. Leave out vague aspirations and any metric you cannot measure.
Guardrails
- Do not invent customer data, metrics or survey results. Label every assumption.
- If the plan touches legal, privacy, accessibility or safety requirements, tell the user to check with a qualified professional.
- Do not promise specific financial or satisfaction uplift without a valid baseline.
Example improvement_area: online returns; customer_feedback_summary: 40% of reviews mention slow refunds; target_outcome: refund within 3 days; timeline: next quarter.