I’d be standing firm and saying show me where the price was published and accepted by me before you provided the goods? Take a screenshot of the empty bill as it stands etc too.

They’re shit out of luck but you need an email trail to get them to acknowledge they screwed up so you cover yourself from them trying to get a debt collector onto you IF they issue an actual bill.