How It Works
Understand how our Clothing Sales Prediction system works in just 4 steps.
1
Input Your Filters
Choose product category, customer group, location, payment method, and forecast horizon (1–12 months) to customize your prediction.
2
Generate Prediction
Our XGBoost ML model processes historical sales data and identifies patterns to generate future demand predictions.
3
View Results
- Forecasted sales trends
- Product/category performance insights
- Customer segment breakdown
4
Make Smarter Decisions
Use the forecasts to optimize inventory planning, design marketing strategies, and stay ahead of seasonal demand shifts.
⚠️ Note: Forecasts are based on past data and may vary depending on real-world conditions.