On the “My Account” page, click “Transactions” in the menu on the left, then select the transaction you want to generate an invoice for. Click “print this page” and you’ll see that this page is properly formatted as a tax invoice — nice!

You might need to fill out your account details (such as your name and address) if you need your details to appear on your invoice.