Tree and shrub fertilizers can sometimes work on other plants, but their effectiveness depends on the nutrient composition and the specific needs of the plants you’re fertilizing. For example, general-purpose fertilizers can be used for lawns, vegetables, flowers, and trees. However, slow-release tree fertilizers may take too long to break down for some of these plants.