Nintendo reiterates that some amiibo are unlikely to be restocked after selling through initial shipment due to limited shelf space

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I think it is a means to ensure that people don't take them for granted and run out and snap up the next round as they become available. As someone said they could always sell them online if shelf space was a legitimate concern.