The best weapon to have against this annual weed is crabgrass pre-emergence herbicide (also called crabgrass preventer). Apply this product in the spring before the crabgrass seed sprouts. This granular herbicide works by creating a chemical barrier at the surface of the soil. As the seeds begin germination, they take in the herbicide and die.