A composition comprising abrasive particles derived from inorganic-based foam, wherein said abrasive particles are non-spherical having a form factor from 0.1 to 0.6 and a solidity from 0.3 to 0.9, and wherein said abrasive particles comprise one or more inorganic materials and have a MOHs hardness of from 1 to 4.