Depending on the project, you could try to see if can get even one sale before you go all Gung-Ho Startup Mode. If the project can earn that first dollar, then you have much more evidence that it is business material and worth your time. If you cannot get even a dollar, then maybe it isn't worth your time.

And you will probably regret not trying later on. Better to fear regret than taste it.