I'm not an expert, but regarding your last question, I believe it's an industry-standard practice:
https://en.m.wikipedia.org/wiki/Drop_shipping
And something that Amazon does as well. If you're a third-party seller:
https://sellercentral.amazon.com/gp/help/external/201808410
But this more-or-less hidden from the customer if Amazon is the seller.