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Examples for Business Forecaster
Explore real-world examples showing how this skill works with different inputs and outputs.
Monthly SaaS Revenue Forecast
Forecasting 6 months of revenue for a growing SaaS company using 12 months of historical data. Demonstrates exponential smoothing model selection for trend-only data with 5.1% MAPE accuracy.
Quarterly Sales with Seasonality
Annual sales forecast for a business with strong Q4 seasonal patterns. Uses 3 years of quarterly data (12 points) to detect 100% seasonality and selects Seasonal ARIMA model.
Weekly User Signups Forecast
Short-term 4-week signup forecast using 16 weeks of historical data. Shows excellent model accuracy (4.9% MAPE) with clear upward trend and practical capacity planning recommendations.