Herbicides, also known as weed killers, can be a common sight in households around the United States. Up Next: Hit ‘Em First: Pest Prevention During Winter Produces Healthier Trees Year Round When using herbicides around your trees and shrubs, use caution. Without the right knowledge and product, you can cause more harm than good.