Is it possible they don't ever intend to exit? I know that's pretty rare- most startups seem to be aiming for the exit- but can't some simply be trying to be their own business?
Why is it so rare? If I had the choice between being the owner of and working at a company that I love and believe in while earning $x, versus earning $10x, the former sounds much more attractive.