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That seems to miss the fact that if you buy a fridge on Amazon and decide to return it, you are most likely going to look for another fridge on Amazon regardless of whether Amazon puts fridges in the recommendation section or not, since you already know you need a fridge and that Amazon sells fridges.

My only explanations are that that kind of thing happens when they can't figure out anything good to recommend.

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