You need the accompanying .mtl file.
A 3D model in the .obj format gets the material information from a .mtl file with the same name as the .obj file. So make sure that when you download an .obj file you also download the .mtl file (and possibly texture files). When you import an .obj file it will look for the .mtl file and textures in the same directory as the .obj file.