Thanks for the info.

You were able to get VAT refunded buying it in-person in Amsterdam right? Correct me if I'm wrong but if I order from a German shop online and have it delivered to my hotel in Amsterdam I'm not eligible for a VAT refund? So that would make it kind of a wash in terms of price.