A flexible sanding composite in accordance with the principles of the invention includes about 10% to about 70% by weight liquid component, such as polybutene and/or oleic acid; about 30% to about 80% by weight abrasive material including calcium carbonate and aluminum oxide; and about 0% to about 5% by weight synthetic rubber. The invention also includes a method of removing dirt or contamination from a surface, or flattening surface irregularities, which includes rubbing the flexible sanding composite against the surface repeatedly until the dirt or contamination is diminished.