Traffic Forecasting
Accurate traffic forecasting helps retailers align labour with customer demand, improve service levels, and optimise operational efficiency.
What is traffic forecasting?
Traffic forecasting estimates future customer visits by analysing historical and real-time business data. Rather than reacting to changes in customer traffic after they occur, retailers use forecasts to prepare staffing, inventory, and store operations in advance.
Modern workforce management platforms often use AI and machine learning to continuously refine traffic forecasts as new data becomes available.
Why is traffic forecasting important?
Customer traffic fluctuates throughout the day, week, and year. Without accurate forecasts, retailers may schedule too many employees during slow periods or too few during busy ones.
Traffic forecasting helps retailers:
Align staffing with expected customer demand.
Improve customer service during peak trading periods.
Reduce unnecessary labour costs.
Support labour forecasting and scheduling.
Improve inventory and operational planning.
Increase sales by ensuring adequate store coverage.
More accurate traffic forecasts allow retailers to make proactive decisions instead of reacting to changing conditions.
How does traffic forecasting work?
Traffic forecasting combines multiple sources of data to predict future customer visits, including:
Historical customer traffic.
Sales trends.
Seasonal patterns.
Promotions and marketing campaigns.
Holidays and special events.
Weather forecasts.
Local events.
Day of the week and time of day.
Advanced forecasting solutions analyse these demand signals to generate detailed traffic forecasts that support workforce planning and operational decision making.
Traffic forecasting vs. demand forecasting
Although closely related, these terms measure different aspects of future business activity.
Traffic forecasting predicts the number of customers expected to visit a store.
Demand forecasting is broader and predicts overall business demand, including customer traffic, sales, transactions, and workload.
Traffic forecasting is one of the key inputs used to create accurate demand forecasts and labour plans.
