Because you can review the on chain footprint of the transactions yourself?

its true that if we make certain assumptions like, all other participants are honest actors and that no outputs are sent to resused addresses we could measure entropy gained looking at the chain but really what a user needs is to know what privacy they gain BEFORE they use the tool