Yes, but "not working" might be difficult to gauge if it's something that grows according to a curve. You might risk bailing out before the inflection point.
I'm not saying you throw it out, just switch the majority of your effort elsewhere. Keep your demo/beta or whatever running, and if people start using it, you'll see that and can move back to it. Further investment is all you should worry about.
