Targeted niche sites can do pretty well with direct ads even without a lot of traffic. 50k+ pgviews is a great start.
Quick pitch - I work at isocket, a company that makes it easier to manage your direct sales. We take care of billing/invoices, scheduling campaigns and stats. You can focus on the human part - selling - which we can help advise you on.