I've come to provide some clarifications on how the reconciliation works in QuickBooks Online.
Currently, you only use the Reconcile feature to reconcile bank and credit card accounts in QuickBooks. It doesn't apply to reports. You mainly perform the process to match with the statements coming from your financial institution.