Hi Lokesh,
I guess you can't have this view because the credit check the BP, your "financial health". And the product it's not a BP. The checks is on credit control area and for this you have to assign BP.
Go to IMG path: Financial Supply Chain Management --> Credit Management --> Credit Risk Monitoring and you will see.
JPA