Of course there would be the amount charged, but is the itemization from the receipt sent as well? For example, if I bought a $10.83 book, and 83 cents of that was tax, does VISA or my bank actually know that?
POS says I need payment to the value of amount ... middleware takes over and the POS get's back the card number encrypted (PCI) , auth code and cryptogram if chip (EMV) was used.
Loyalty programs are a different matter altogether , full itemization is sent to the third party if you are enrolled in a program.
On the bank side, I've seen the Level 2/3 information exposed to users of a purchasing cards (read: company credit cards). On the monthly statements we'd see line-item details for some vendors, like Best Buy. Travel purchases included flight segment details, cabin class, etc.
[1] https://www08.wellsfargomedia.com/assets/pdf/small-business/...
For more information google "Level 2/3 Credit Card Transactions"