Violet crabgrass is primarily native to Asian and Southeast Asian regions, as well as parts of South America and the Caribbean. Additionally, it has a presence in Oceania, including countries like Japan and Fiji. Over time, violet crabgrass has been introduced across various continents, extending to parts of Africa, the Americas, Europe, and even Australasia, where it has established itself in differing climates and terrains.