Analytics & Data Insights (Advanced v2)
At $1M+ annual revenue, Excel spreadsheets break. You need real Data Science. This advanced prompt library unlocks the full power of Generative AI's "Data Analysis" features. It moves beyond "What happened?" and answers "What will happen next?" by running predictive models on your raw transaction data.
Who This Is For
- CFOs and COOs of scaling DTC brands.
- Agencies proving ROI with attribution modeling.
- Merchants dealing with 10,000+ orders per month.
Predictive Modeling Made Easy
You don't need to hire a $150k/year analyst. You can upload your anonymized customer data to an AI environment and use these prompts to run RFM Analysis (Recency, Frequency, Monetary) to segment your customers into "Whales," "Loyalists," and "At Risk," allowing for hyper-targeted marketing.
Advanced Workflows Included
Unlock deep insights with prompts for:
- Cohort Retention Heatmaps: "Generate a Python heatmap showing month-over-month retention for customers acquired in Q1 vs Q2."
- LTV Prediction: "Based on the first purchase, predict the 12-month value of this customer cohort."
- Inventory Velocity: "Calculate the sell-through rate per SKU and flag items that will stock out in 30 days."
- Price Elasticity: "Analyze sales volume changes during the last 3 discount periods to determine optimal pricing."
- Attribution Modeling: Comparing First-Click vs. Last-Click data to find the true source of your customers.
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Next Steps for Data
- Export "Orders": Get the last 12 months of order data.
- Anonymize: Remove names/emails (keep IDs).
- Run the "RFM" Prompt: Ask the AI to segment your customers for your next email blast.