Category
Data Analysis
Prompts for interpreting datasets, writing SQL queries, building dashboards, and extracting actionable insights.
Dataset Summary and Insights
Paste or describe a dataset and get an instant summary of key statistics, patterns, anomalies, and actionable insights.
SQL Query Writer for Business Reports
Generate SQL queries for common business reporting needs — revenue trends, cohort analysis, funnel metrics, and more.
Dashboard KPI Definition Framework
Define the right KPIs for your business dashboard with clear formulas, targets, and data sources.
A/B Test Results Interpreter
Interpret your A/B test results with statistical rigor — determine significance, effect size, and whether to ship the change.
Customer Churn Analysis Prompt
Analyze customer churn patterns to identify at-risk segments, root causes, and retention interventions.
Data Visualization Recommendations
Get expert recommendations on the best chart type, layout, and color choices to communicate your data clearly.
Marketing Attribution Analysis Prompt
Analyze your marketing channel data to understand which touchpoints drive conversions and where to allocate budget.
Cohort Retention Analysis Explainer
Interpret your cohort retention data to understand user behavior, identify drop-off patterns, and improve retention strategies.
Survey Data Analysis and Reporting
Analyze survey results to uncover trends, segment insights, and generate an executive-ready report with visualizations and recommendations.
Revenue Forecasting Model Builder
Build a structured revenue forecast with multiple scenarios, key assumptions, and sensitivity analysis to predict and plan for future growth.
Funnel Drop-Off Analysis Prompt
Diagnose where and why users drop off in your conversion funnel, with data interpretation frameworks, hypothesis generation, and prioritized experiment recommendations.
Product Usage Analytics Interpreter
Interpret raw product analytics data — feature adoption, session patterns, power user behaviors — and translate findings into actionable product decisions with prioritized recommendations.
Customer Segmentation Analysis Prompt
Analyze your customer base to identify distinct segments based on behavior, demographics, and value — then generate targeted strategies for each segment to improve retention, upsell, and marketing ROI.
Data Cleaning and Preprocessing Checklist Builder
Generate a comprehensive data cleaning and preprocessing checklist tailored to your dataset type — covering missing values, outliers, encoding, normalization, and validation steps before analysis or model training.
Anomaly Detection and Alerting System Designer
Design a practical anomaly detection and alerting system for your business metrics — including threshold logic, statistical methods, alert routing, and false positive reduction strategies.
Pricing Elasticity Analysis Prompt
Analyze how price changes affect demand for your product using elasticity calculations, sensitivity modeling, and revenue optimization recommendations.
Natural Language Processing Text Analysis Prompt
Analyze unstructured text data using NLP techniques including sentiment analysis, topic modeling, entity extraction, and text classification to uncover actionable insights from customer feedback, reviews, or survey responses.
Inventory Demand Forecasting Prompt
Build an inventory demand forecasting model that predicts stock needs, prevents stockouts and overstock, and optimizes reorder points using historical sales data and seasonal patterns.
Time Series Decomposition and Trend Analysis
Decompose time series data into trend, seasonality, and residual components to uncover patterns and build better forecasts.
Customer Lifetime Value Prediction Model Builder
Build a predictive customer lifetime value (CLV) model using historical transaction data to forecast future revenue, segment customers by value tiers, and inform acquisition spend decisions.
Geospatial Data Analysis and Mapping Guide
Analyze location-based datasets to uncover geographic patterns, build heat maps, optimize service areas, and make data-driven decisions about physical expansion or logistics.
Conversion Rate Optimization Data Audit
Conduct a systematic data audit of your conversion funnel to identify drop-off points, statistical significance of tests, and data-driven recommendations for improving conversion rates.
SaaS Unit Economics Diagnostic
Analyze CAC, LTV, gross margin, payback period, and retention to diagnose whether your SaaS growth is efficient and sustainable.
Marketplace Liquidity Analysis Framework
Measure supply-demand balance, fill rates, time to match, and regional performance to understand whether your marketplace is liquid enough to grow.
Experimentation Metric and Guardrail Framework
Define primary metrics, guardrails, and decision thresholds for product and growth experiments before you ship a test.
Pricing Experiment Readout and Recommendation Memo
Analyze a pricing test with clear experiment readouts, segmented revenue impact, confidence caveats, and an executive recommendation memo for go, hold, or rollback decisions.
Forecast Bias Diagnosis and Correction Guide
Analyze whether forecasts are systematically too high or too low, then build a repeatable correction process for planning, budgeting, and operations teams.
Call Center Staffing Forecast Scenario Planner
Model support volume, staffing coverage, and service-level risk across multiple call center forecast scenarios.
Marketing Mix Modeling Brief Builder
Create a practical marketing mix modeling brief that defines channels, data requirements, assumptions, and decision outputs before analysis starts.
Retention Cohort Shock Analysis Builder
Analyze sudden retention drops or spikes in specific cohorts and isolate likely causes, impacted segments, and next investigative steps.
PLG Activation Funnel Diagnostic Builder
Diagnose where self-serve users stall between signup and activation, then turn the findings into a prioritized product-led growth action plan.
Warehouse Fill Rate and Stockout Risk Analyzer
Evaluate order fill rate, stockout drivers, and replenishment risk across products, warehouses, or regions.
Pricing Page Heatmap Insight Brief Builder
Analyze heatmap, click, and session replay findings from a pricing page to surface friction points and CRO opportunities.
Data Dictionary and Metric Lineage Builder
Document analytics definitions, metric formulas, source tables, owners, and lineage so teams stop debating numbers in meetings.
Budget vs Actual Variance Analysis Memo Builder
Analyze budget versus actual results and turn financial variances into a concise management memo with drivers, actions, and forecast impact.
GA4 Event Tracking QA Audit Prompt
Audit a Google Analytics 4 event tracking plan for naming consistency, parameters, conversions, attribution risks, and reporting readiness.
Data Quality Incident Root Cause Analysis Builder
Investigate metric discrepancies, broken pipelines, missing events, or dashboard errors with a structured data quality incident RCA and prevention plan.
Data Access Permission Audit Matrix Builder
Create a data access audit matrix that maps datasets, roles, owners, PII risk, permission levels, least-privilege gaps, and remediation actions.
Survey Sampling Bias Audit Builder
Audit survey results for sampling bias, nonresponse bias, weighting needs, and reporting caveats before making decisions from the data.
Invoice Aging and Collections Risk Analysis
Analyze accounts receivable aging data to prioritize collections, forecast cash flow risk, and recommend outreach actions.
Cloud Cost Allocation and Anomaly Analysis
Analyze cloud spend by service, team, product, and environment to find anomalies, allocation gaps, and FinOps savings opportunities.
Feature Cannibalization Impact Analysis
Analyze whether a new product feature is stealing usage, revenue, or engagement from existing features and recommend product or packaging actions.
Email Deliverability Health Analysis
Analyze email deliverability metrics across campaigns, domains, segments, and inbox providers to diagnose bounce, spam, engagement, and reputation issues.
On-Time Delivery Delay Root Cause Analysis
Analyze late deliveries by lane, carrier, warehouse, product, and SLA to identify root causes and operational fixes.
Subscription Dunning Recovery Analysis
Analyze failed payment and dunning data to reduce involuntary churn through retry timing, messaging tests, payment method insights, and recovery dashboards.
Fraud Pattern and Chargeback Analysis
Analyze payment fraud, chargeback trends, risky segments, and prevention levers using transaction, dispute, and customer behavior data.
Model Drift Monitoring Dashboard Builder
Design a model drift monitoring dashboard with input drift, prediction drift, performance checks, thresholds, and response playbooks.
Data Freshness SLA Audit Builder
Audit dashboard and pipeline freshness expectations with SLA definitions, stakeholder impact, alert thresholds, and remediation actions.
Refund Rate Root Cause Analysis Builder
Analyze refund spikes by product, channel, cohort, reason code, and customer segment to identify root causes and revenue-saving actions.
Lead Scoring Model Audit and Calibration Prompt
Audit a lead scoring model for signal quality, bias, threshold drift, sales alignment, and conversion accuracy, then create a practical recalibration plan.
Recruiting Funnel Metrics Audit Builder
Audit hiring funnel metrics across sources, stages, conversion rates, time-in-stage, candidate experience, and potential bias or bottlenecks.
Support Contact Reason Pareto Analysis Builder
Analyze customer support contact reasons with Pareto tables, volume trends, cost impact, CSAT signals, and root-cause reduction opportunities.
Site Search Zero-Results Analysis Builder
Analyze onsite search queries that return zero results, cluster intent, size revenue impact, and prioritize fixes for ecommerce or content discovery.
Coupon Promotion Profitability Analysis Builder
Analyze whether a coupon or discount promotion created profitable incremental revenue after margin, redemption, customer mix, and cannibalization effects.
Ad Creative Fatigue Performance Analysis Builder
Analyze paid media creative fatigue using spend, impressions, frequency, engagement, conversion, and creative age data to decide what to refresh, rotate, scale, or retire.
Support SLA Breach Trend Analysis Builder
Analyze support SLA breaches by queue, priority, channel, staffing, backlog age, handoffs, and time zones to identify operational causes and recovery actions.
Data Warehouse Query Cost Optimization Analysis Builder
Analyze warehouse query logs and billing data to find expensive dashboards, models, users, schedules, and SQL patterns, then prioritize safe cost optimizations.
Net Revenue Retention Bridge Analysis Builder
Analyze net revenue retention with expansion, contraction, churn, reactivation, cohort movement, account segments, and executive-ready bridge commentary.
Warehouse Labor Productivity Analysis Builder
Analyze warehouse labor productivity across shifts, zones, tasks, and demand patterns with fair normalization, bottleneck detection, and action recommendations.
Marketplace Take Rate Revenue Leakage Analysis Builder
Analyze marketplace revenue leakage across take rate, fee rules, refunds, discounts, payment costs, manual adjustments, and seller/buyer cohorts.
SaaS Seat Utilization License Waste Analysis Builder
Analyze SaaS license usage, inactive seats, role mismatches, department patterns, and renewal risks to reduce software spend without disrupting critical users.
Inventory ABC Classification Analysis Builder
Analyze inventory with ABC classification, velocity, margin, stockout risk, carrying cost, and replenishment actions for retail or warehouse teams.
Restaurant Menu Item Profitability Analysis Builder
Analyze restaurant menu items by sales mix, food cost, gross margin, labor complexity, modifiers, waste, and guest demand to guide menu decisions.
Appointment No-Show Rate Analysis Builder
Analyze missed appointments by segment, timing, reminder path, and operational impact, then recommend targeted no-show reduction experiments.
Healthcare Claim Denial Trend Analysis Builder
Analyze healthcare claim denials by payer, code, provider, location, root cause, appeal outcome, and revenue impact.
Subscription Cancellation Reason Analysis Builder
Analyze subscription cancellation reasons by customer segment, plan, cohort, usage, timing, and revenue impact to prioritize retention fixes.
Delivery Route Delay Analysis Builder
Analyze delivery route delays by driver, zone, stop type, weather, dispatch timing, carrier, and customer access constraints to improve on-time performance.
Manufacturing Scrap Rate Root Cause Analysis Builder
Analyze manufacturing scrap rate drivers with Pareto cuts, process variation checks, cost impact, root-cause hypotheses, and corrective action tracking.