Another way to look at it is, how good is your estimator of a billion dollar market, vs how good the estimator of the same is with a prior that the good/service

Another way to look at it is, how good is your estimator of a billion dollar market, vs how good the estimator of the same is with a prior that the good/service can make at least $100M?