Does it handle promotion-driven demand spikes (BFCM, flash sales)?

Partly, with help from you. Prophet has first-class holiday support, so recurring promotions (Black Friday, Cyber Monday, Boxing Day, Diwali, EOFY) are easy: add them to the holidays DataFrame with appropriate lower_window and upper_window values to capture the lead-up + tail. Ad-hoc flash sales are harder: treat them as a custom regressor with a binary on/off flag per day, and include the regressor in future only for planned upcoming promos. Critical: don’t let flash-sale spikes corrupt the baseline, either tag them as holidays or use Prophet’s outliers support to mark them as exceptional days the model should ignore for trend.

Kishan Savaliya
Kishan Savaliya
Adobe Certified Magento Commerce Developer
Ahmedabad [IN]working hours, replies within four hours
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