Will the application serial number show up on my credit card bill?

No, this is a function that your credit card provider needs to supply. The USPTO passes the serial number to the credit card vendor, and at this time American Express is the only known credit card company that places the passed serial number on clients statements.

USPTO FAQ - Questions and Answers (2007JUN01)