How do I detect seasonal demand patterns?

Detecting seasonal demand patterns involves analyzing historical sales data, foot traffic data, and other relevant metrics over extended periods to identify recurring fluctuations tied to specific times of the year.

•Look for consistent peaks and troughs in monthly or quarterly sales figures that align with holidays, weather changes, or specific seasons.

•Utilize anonymized mobile location data to observe recurring patterns in customer visits to your location or competitor locations, which WhereToOpen.ai can help analyze.

•Conduct surveys or focus groups to understand customer purchasing habits related to different seasons or events.

•Compare year-over-year data to distinguish genuine seasonal trends from one-off events or anomalies.

•Employ statistical methods like time series analysis or moving averages to smooth out daily variations and highlight underlying seasonal cycles.