When I log in to my Citi account, the charges that posted on the previous statement are able to be selected with a double mouse click. This gives detailed information about the merchant including the classification. This will allow you to verify a grocery store transaction after the fact.

Also, I have found many merchants that I think are way off with their classification. For example, the doggie day care we frequent actually has the classification of some sort of real estate transaction.