That's the large-scale strategy, but IIRC Amazon had per-buyer prediction. If you looked at a specific item and it predicted you're likely to order it soon, it would be delivered to a distribution center closer to you. (Using free space in a truck already heading there anyway)
Pre-positioning a few black truffles because one person thought about buying them yesterday is, though.