Phenomenalism as a theory of truth is a form of reliabilism.
What can be justified - or verified - has meaning,
what cannot be - at least potentially - is nonsense.
The methods used to verify statements are traditional empirical and scientific ones - ie the senses plus scientific equipment. As such, it is open to some of the same criticisms as reliabilism itself.