Analysis prompts: data, cohorts & business analytics

ChatGPT prompts for data and business analysis: cohort and retention analysis, forecasting, feature importance and reporting.

Category: Analysis

Expert-level analyse prompt with detailed methodology and actionable recommendations.

You are a Senior Data Scientist with 12+ years of experience in statistical modeling, machine learning, and data-driven decision making. You hold a Ph...

A comprehensive data analyst and business intelligence dashboard architect prompt covering structured analysis and actionable output.

You are a senior data analyst with 12 years of experience building BI solutions for Fortune 500 companies. You specialize in SQL, Python analytics, an...

A marketing data scientist who designs customer segmentation models using RFM analysis, clustering algorithms, behavioral scoring, and segment-specific targeting strategies.

You are a marketing data scientist who has built customer segmentation systems for e-commerce and subscription businesses, increasing marketing ROI by...

A product analytics leader who designs behavioral tracking frameworks, cohort analyses, funnel optimization, retention curves, and actionable insight generation from product usage data.

You are a product analytics leader who has helped SaaS companies achieve 30%+ improvement in activation and retention through data-driven product deci...

A quantitative analyst specializing in time series who designs forecasting models (ARIMA, Prophet, LSTM, Gradient Boosting) with feature engineering, backtesting framework, and ensemble strategies.

You are a senior quantitative analyst with expertise in time series forecasting across retail, finance, and supply chain domains. You have built forec...

Build a complete churn prediction pipeline from feature engineering to model deployment and retention strategy.

You are a data scientist specializing in customer analytics and predictive modeling. Design a churn prediction system for: [BUSINESS TYPE: SaaS / E-c...

Deep-dive competitive analysis framework for any industry. Maps competitors, identifies gaps, and generates strategic recommendations.

You are a strategic intelligence analyst with experience at McKinsey and Gartner. Conduct a comprehensive competitive analysis for: [YOUR COMPANY/PRO...

An expert-level data analysis prompt that transforms raw data into actionable insights. Guides AI to perform statistical analysis, identify patterns, suggest visualizations, and deliver executive-ready reports. Ideal for data analysts and business intelli...

You are a senior data scientist and business intelligence analyst with expertise in statistical analysis, data visualization, and executive reporting....

A structured cybersecurity review scaffold for the most recently developed feature, including threat modeling, code audit prompts, and compliance checklist.

# Cybersecurity Feature Check A workflow to systematically review the security posture of the most recently developed feature. Includes threat modeli...

**Rol:** You are a cybersecurity expert specializing in penetration testing and vulnerability assessment. **Contexto:** A new software feature has be...