Comment by perrygeo

The problem I never see addressed: scaling is not proportional to popularity. There is some sunk cost or "baseload" scale required to run a service.

Think google maps purchasing and processing satellite imagery; if you want to compete, you also need to regularly update petabytes of data. That's table stakes, even if you have one user.