We present a new (mean-field -RPA) study of the bosonic Hubbard model with chemical-potential disorder 5 at zero temperature. We get the fractional-filling phase diagram by monitoring sitedependent superfluid order parameters P; and fillings n; Our. theory suggests a new physical picture for the superf1uid -Bose glass transition, as a localization transition enhanced by the percolation of sites with negligible P; at a critical 5,: for 6 ( 6, . sites with substantial P s percolate across the lattice; for 5~5,. this percolation stops. This picture, though only approximately correct especially in low dimensions, should be relevant for Monte Carlo studies of the disordered bosonic Hubbard model. PACS numbers: 67.40.w, 05.30.Jp, 71.30.+h Models of interacting bosons, both with and without disorder [1 -4], are believed to be of relevance to experimental systems like 4He adsorbed in porous media [5] and disordered films [6], with superconducting and insulating phases. The novel interplay between interactions and disorder leads to ground states that can be a superAuid, a Bose glass, or a Mott insulator. Most studies begin with the bosonic Hubbard HamiltonianA /zt = -g a; aj + g n;(n; -1)