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Discover the most effective Analytics prompts. High-quality templates curated by experts to help you get professional AI results.
Implement GA4 tracking plan. Setup: 1. Configure improved measurement events. 2. Create custom dimensions and metrics. 3. Set up conversion events with value assignment. 4. Implement User-ID for cross-device tracking. 5. Create exploration reports (funnel, path analysis). 6. Link with Google Ads and...
Build production churn prediction system. Pipeline: 1. Perform exploratory data analysis and visualization. 2. Engineer features (RFM, engagement scores, usage patterns). 3. Handle class imbalance with SMOTE or class weights. 4. Train multiple models (XGBoost, Random Forest, Neural Network). 5. Impl...
Create a statistical analysis tool for A/B test results. Features: 1. Calculate conversion rate for Control vs Variant. 2. Compute p-value using two-proportion z-test. 3. Determine statistical significance at 95% confidence level. 4. Calculate required sample size for desired power (80%). 5. Visuali...
Create comprehensive financial forecasting system. Components: 1. Build three-statement model (P&L, Balance Sheet, Cash Flow). 2. Implement driver-based forecasting with key assumptions. 3. Create best-case, base-case, and worst-case scenarios. 4. Add sensitivity analysis for critical variables. 5. ...
Build a pixel-perfect replica of the Vercel Analytics dashboard. Focus on the 'Web Vitals' section. Use a minimalist grayscale palette with blue accents. Include: 1. Real-time visitor counter with pulse animation. 2. Geography heat map (placeholder). 3. Source/Referral table with clean borders. 4. I...
Analyze user retention using cohort analysis. Deliverables: 1. Cohort table showing retention % by signup month. 2. Heatmap visualization with color gradient (green=high, red=low). 3. Retention curves comparing different cohorts. 4. Calculate Day 1, Day 7, Day 30 retention rates. 5. Identify trends ...
Design a comprehensive event tracking plan. Framework: 1. Define key user actions (signup, feature use, purchase). 2. Create event taxonomy (object-action naming). 3. Specify event properties (user ID, timestamp, context). 4. Map events to product metrics. 5. Document in tracking plan spreadsheet. 6...
Create a custom PostHog-style funnel chart. Requirements: 1. Multi-step funnel (e.g., Landed -> Signed Up -> Paid). 2. Percentage drop-off calculations for each step. 3. Hover effects showing exact visitor counts. 4. Toggle to filter by cohort (e.g., 'Internal', 'External'). 5. Responsive SVG implem...
Build a comprehensive product metrics dashboard. Key metrics: 1. Acquisition (signups, activation rate). 2. Engagement (DAU/MAU, feature adoption). 3. Retention (cohort analysis, churn rate). 4. Revenue (MRR, ARPU, LTV). 5. Referral (viral coefficient, NPS). Use AARRR (Pirate Metrics) framework. Cre...
Track key SaaS metrics. Core metrics: 1. MRR/ARR (monthly/annual recurring revenue). 2. Growth rate (MoM, YoY). 3. CAC and LTV. 4. Churn rate (customer and revenue). 5. NRR (net revenue retention). 6. ACV (average contract value). 7. Expansion revenue. 8. Cash runway. Use tools like ChartMogul or bu...
