As you say, the secret likely is not often the idea per se, as truly original ideas (i.e. potential Nobel prize-worthy ideas) are truly rare, and often difficult to recognize as such. They are much more rare than successful startups.

So, banking on an idea alone as the route to money is not usually as smart move, unless... the idea is really innovative.