This shift will likely make a different algorithm the best one for your products.Įven with today’s computing power, we don’t recommend blindly throwing every algorithm at the problem to see what emerges as the “winner.” For one, it can become a distraction. For example, you might switch from doing frequent promotions to an “everyday low price” marketing strategy. But it could also be the result of changes you make. Naturally, as a product goes through its lifecycle demand patterns will shift. The right one could also change over time. Demand for these SKUs probably looks different too, again making different algorithms the best for each one. Say you further sell coffee pods with seasonal flavors in addition to your base flavors. What demand looks like for each of these categories is probably pretty different, necessitating different algorithms. Think razor and razor blades, or coffee maker and coffee pods. Say you sell a machine as well as parts and supplies for that machine.
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