The method
Use this prompt to guide data analysis for strategic decisions. First, define your business problem. Then, identify relevant data sources. Finally, ask the LLM to analyze the data and provide actionable insights. Ideal for strategy planning.
The prompts
Prompt 1
Analyze the customer churn data from the last quarter. Identify the top three reasons customers are leaving, and provide actionable recommendations on how to reduce churn by 15% in the next quarter. Focus on strategies related to customer service improvements and targeted marketing campaigns. The data includes: customer demographics, purchase history, customer service interactions, and feedback surveys. Include specific examples of marketing messages that could re-engage potentially churning customers. Structure your report with clear headings: Executive Summary, Data Analysis, Recommendations, and Conclusion.
Prompt 2
We are launching a new product in the competitive fitness tracker market. Analyze market trends, competitor strategies, and potential customer segments to identify the optimal pricing strategy for our fitness tracker. The market data includes: competitor pricing, feature comparisons, customer reviews, and market share data. Consider cost-plus pricing, value-based pricing, and competitive pricing models. Provide a detailed analysis of the pros and cons of each pricing strategy, including projected revenue and market share for each. Recommend a specific pricing point and justification for that recommendation. The final output should be suitable for presentation to the board of directors and provide clear, data-driven justification for the chosen pricing strategy. Include sections on Market Analysis, Competitor Analysis, Proposed Pricing, Financial Projections, and Risk Assessment.