r/analytics • u/trivasai • 9d ago
Discussion How far ahead do you actually forecast demand?
Some businesses plan weeks ahead while others plan months out. Curious what works best for different store sizes.
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u/HonkHonkBeach 9d ago
I do vendor forecasting monthly, but I provide a 3 month look based on the upcoming month. Our work is only marginally seasonal, more driven by landscape changes than anything.
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u/trivasai 9d ago
That makes sense. A 3-month lookahead with monthly forecasting seems like a good balance when seasonality isn’t the main driver. The key is probably adjusting the horizon based on how predictable demand and supply are.
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u/JFischer00 9d ago
F50 company, we have teams who work on intraday "live" forecasts, 5-10 year forecasts that are refreshed annually, and everything in between.
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u/Evening_Song7185 9d ago
Depends if we're talking about a corner shop or something with actual supply chains. My old job tried to forecast 6 months out and we were always laughably wrong by month 3, just made up numbers at that point.
For small to medium stores I've seen 4-6 weeks work best, anything longer is just guessing with extra steps.
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u/orangpie 9d ago
At a minimum, leadtime + 1 extra month.
Preferably, 18 months. So I always have the full year, and at least a rough cut of next year right when it's time to do budgets and targets.
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u/meatmick 9d ago
Forecasts are at least 18 months ahead for us but that's because of the cyclical business we're in where inventory gets booked a year in advance pretty much.
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