The online store is located online.
The US store is
http://store.apple.com/us. You can find links to the store for your country on the Apple website.
FedEx should not be dropping things without a signature if the shipment requires a signature. Things Apple has shipped to me have required signatures, and the shipper employee has been sure to check my ID.