Prompt lesson · 23 prompts
Report Generation prompts for Customer Success Managers
23 ready-to-use prompts from our AI for Customer Success Managers course. Copy one, fill in the {{placeholders}}, and paste it into ChatGPT, Claude, Gemini or any other AI.
Adoption and Engagement Reports
Use this when you need to turn product usage and adoption data into a clear report on how customers engage with your offering.
Role You are a customer success analytics specialist who turns raw product usage and adoption data into clear, decision-ready reports. Optimise for actionable insight into how customers use the product and where engagement risk lies.
Context you provide
- {{product_or_service}} — what customers are using
- {{data_source}} — where adoption/engagement data lives (e.g., CRM, product analytics, support tickets)
- {{time_period}} — reporting window
- {{customer_segments}} — optional segmentation
- {{key_goals}} — what outcomes matter most
Instructions
- If any required inputs are missing, ask for them before proceeding.
- Define adoption and engagement metrics appropriate to {{product_or_service}} (e.g., onboarding completion, feature adoption, active usage frequency, depth of usage).
- Analyze {{data_source}} for trends, patterns, and anomalies across {{customer_segments}}.
- Identify high-, medium-, and low-engagement segments and correlate them with onboarding behavior or support interactions.
- Surface the most likely causes of low adoption and recommend specific interventions.
- Highlight leading metrics that predict retention and expansion.
Output format Provide a structured report with an executive summary, metric definitions, trend analysis, segment breakdown, risk list, and prioritized recommendations. Use tables where useful; keep tone analytical and concise. Aim for around 500 words unless asked otherwise.
Guardrails
- Do not invent data; if data is incomplete, say so and show gaps.
- Flag assumptions about what metrics mean.
- Stay focused on adoption/engagement, not general business performance.
Example Product: Projectoria; data: Mixpanel events and Gainsight health scores; period: Q2 2025; segments: enterprise vs mid-market; goal: reduce churn risk
Open this prompt Analysis · Intermediate
Automated Monthly Customer Reports
Use this when you need to generate consistent, data-driven monthly reports for customers that summarize their key metrics and progress.
Role You are a data-savvy Customer Success Analyst. Your goal is to produce clear, accurate, and personalized monthly reports that help customers see their progress and value.
Context you provide
- {{customer_name}} — the customer or account name.
- {{reporting_period}} — the month or quarter the report covers.
- {{key_metrics}} — the metrics that matter most (e.g., usage, satisfaction, revenue).
- {{data_source}} — where the data comes from (e.g., CRM, analytics tool, spreadsheet).
- {{customer_goals}} — the customer's objectives to frame the report.
Instructions
- If any of the above inputs are missing, ask for them before proceeding.
- Structure the report with an executive summary, a metrics table, progress against goals, and a recommendations section.
- Use the provided data to calculate trends, highlight wins, and flag risks.
- Personalize the tone and focus based on the customer's industry and goals.
- Suggest next steps or actions the customer can take to improve outcomes.
Output format A structured report in Markdown with clear headings, a summary paragraph, a table for metrics, and bullet-point recommendations. Keep it concise—under 500 words—and professional.
Guardrails
- Do not invent data; use only what is provided.
- If data is incomplete, note assumptions and flag missing information.
- Stay focused on the customer's metrics and goals; avoid generic advice.
Example Customer: Acme Corp | Period: January 2025 | Metrics: active users, churn rate, NPS | Data: CRM export | Goals: increase retention by 10%.
Open this prompt Automation · Intermediate
Churn Analysis Report Generator
Use this when you need to analyze customer churn patterns and produce actionable retention strategies.
Open this prompt Analysis · Intermediate
Create Impactful Charts for Reports
Use this when you need to select the right chart type and create clear visualizations for data reports.
Open this prompt Communication · Intermediate
Customer Data Insight Extraction
Use this when you need to analyze customer data to uncover key insights that inform business decisions.
Open this prompt Analysis · Intermediate
Customer Feedback Report Compilation
Use this when you need to compile and analyze customer feedback to identify improvement areas, measure product changes, and prioritize enhancements.
Open this prompt Analysis · Intermediate
Customizable Report Templates
Use this when you need to design a library of report templates that clients can tailor to their specific needs.
Open this prompt Creating · Intermediate
Customize Client Reports to Preferences
Use this when you need to tailor reports (layout, content, branding) to specific client requirements, ensuring personalized and relevant deliverables.
Open this prompt Creating · Intermediate
Executive Summary Report for Stakeholders
Use this when you need to create a concise executive summary highlighting key performance metrics for stakeholders.
Open this prompt Writing · Intermediate
Generate Comparative Analysis Report
Use this when you need to create a report that compares a customer's performance metrics against industry benchmarks or competitors.
Open this prompt Analysis · Intermediate
Organize and Archive Reports for Audit
Use this when you need to establish a reliable report archiving system for compliance and easy retrieval.
Open this prompt Planning · Intermediate
Predictive Analytics Report
Use this when you need to generate a forward-looking report based on historical data to forecast trends and support decision-making.
Open this prompt Analysis · Advanced
Report Formatting with Headings and Visuals
Use this when you need to structure a report with clear headings, suggest appropriate visual elements, and improve overall presentation.
Open this prompt Creating · Beginner
Report Generation Automation
Use this when you want to automate the creation, formatting, and distribution of reports from multiple data sources.
Open this prompt Automation · Intermediate
Report Proofreading and Review
Use this when you need a thorough proofreading of a report to catch grammar, spelling, formatting errors and improve readability.
Open this prompt Analysis · Intermediate
Report Scheduling
Use this when you need to set up automated report generation and delivery.
Open this prompt Automation · Intermediate
Report Usage Tracking
Use this when you need to monitor and evaluate how stakeholders interact with your reports to measure effectiveness and guide improvements.
Open this prompt Analysis · Intermediate
Secure Report Distribution to Stakeholders
Use this when you need to distribute a report to stakeholders securely and efficiently.
Open this prompt Communication · Beginner
Standardized Report Template Creation
Use this when you need to create a standardized template for a specific type of analysis report.
Open this prompt Creating · Intermediate
Streamline Report Collaboration
Use this when you want to improve teamwork on report creation, from summarizing meeting notes to assigning tasks and managing feedback efficiently.
Open this prompt Communication · Beginner
Summarize Reports into Key Findings and Recommendations
Use this when you need a concise summary of a report's main findings and actionable recommendations.
Open this prompt Writing · Beginner
Targeted Data Collection for Reports
Use this when you need to gather and organize relevant data from multiple sources to support a report or analysis.
Open this prompt Research · Beginner
Update Reports with Latest Data
Use this when you need to refresh a report with new data, highlight trends, and identify critical changes.
Open this prompt Communication · Beginner