We started a trophy and award business because my spouse was already making shirts and stuff so we had most of the equipment. The overhead is really low thanks to quick shipping from a large employee owned national supplier (seriously, JDS industries is fucking awesome).
It's enough to pay for itself easily and pay for a vacation or two a year, for about 4 hours of work a week. If we really put effort in, it could replace our day jobs.
Where most people go wrong is their expectation. We expected this to fund a vacation and maybe car payments. That it's doing that is exactly right and we don't want to take it any further. If people had that view, instead of feeling like they have to make a billion dollars, I think side gigs would be a different beast entirely.
There are many levels between "pays for a vacation or two a year" and "billion dollars". I think most people just want to make a comfortable living (which includes eventual retirement) and not have to work themselves to the bone.