Make sure you do it correctly. The first attempt is supposed to yield the best result.
I remember reading about the technique and some important things are surface finish (polished), apply battery current to the area, use the proper acid solution, and have a camera ready to capture any image.
Do a thorough web search for more information, most of it will be on gun serial number recovery for crime labs.