I'd be more willing to take care of other people's dogs, but don't know why I'd volunteer to take on the work. Even in exchange for money I probably wouldn't do it.
That said, I do think there is a market for this. Plenty of people are not nearly as cautious (paranoid) about their dogs as I am. There are also probably a good number of people that would do it for small sums of money ($20-$30/day). The dog kennel industry seems way too expensive to me. It shouldn't be so expensive to take care of a dog.
Cracking this kind of market is hard though. It's mostly a marketing/brand job and if that's not a strong suit of yours I'd stay clear away.
Actually I'd much rather you start a dog kennel that is cheap as possible while maintaining safety and quality. A simple safe place to drop off my dogs while I go on vacation. I don't see why that service can't be offered for $30/day or something.
I don't think anyone has managed to build a chain of well respected and affordable dog kennels in the US.