Check a receipt
Whoever made a private payment can hand out a receipt for it. Pasting it here confirms, against the chain, the receiver and the amount of that single transfer. Nothing else is disclosed, and a receipt has no power to spend.
Either the full link or just the part after #p=.
Results show up here: the receiver and the amount, never the payer.