Membrane proteins are the most medicinally important yet to be fully exploited pharmaceutical targets. Here druggability analyses are conducted on three different membrane proteins, namely, the human P2Y12 receptor, glycoprotein-41 that mediates the HIV-1 virus entry and membrane fusion, and phospholamban that regulates the Ca 2+ pump in cardiac muscle cells. DoGSiteScorer, a grid-based bioinfromatic technology, is able to identify the binding pockets of all three membrane proteins, and the results were in great agreements with the available crystal structure of P2Y12 receptorligand complex. This druggability analysis is especially helpful in cases where the crystal structures of membrane protein-ligand complexes are still difficult to obtain. Better understanding of the druggable pockets of membrane proteins also requires including the membrane environment.