Because most landlords have day jobs, having a low maintenance makes you take a lower rent. However, the guy in Clinton Hill might have been too far under market. I don't think tenants will respect you as much if you charge way below market.
There are now easy ways to figure out your rent by just using the internet or Facebook. I have found there is a whole submarket of younger people renting rooms.