Help with dye fabric

I tried to dye my fabric black with rit dye but it didn't work at all. After drying, it turned back the natural color. I tried with another fabric and it worked pretty well. I wonder if it's just the fabric I used. The fabric that didn't work is satin but I forgot if it was synthetic or not. Is there anything that I can do for it to work or there's nothing to do?