If you go to that company's website for the product you highlighted, they have RG6U coax that is both rated and not rated for Direct Burial. So much for that as an example. Like I said, the "/U" is irrelevant.
For example, compare the nomenclature and specifications for Belden's 1694a (utility) and the 1694WB (Flooded).