That happens. Reality checks is not what makes us lucid, awareness does. Before you do reality check, look around, search for dream signs and completely believe that you might be dreaming, then put emotions into it like 'Wow, am i dreaming?' and then do reality check itself, and while doing it fully expect it to show you that you are dreaming.
Also reality check is not required if you are already aware that it's a dream.