In fact, velvetleaf can be best described as a weed, according to the University of Wisconsin’s Horticulture Department. It is invasive and “extremely competitive” with other plants. Per the university, it costs soybean and corn growers hundreds of millions of dollars by robbing crops of nutrients and water.