With arbitrage, the thing is that you want targetted traffic - not just any traffic. If you get a bunch of untargetted traffic, your CTR will plummet. With paid traffic, you are sure to reach your targeted audience - targeted for your content (and hence, Ads).
There are of course other ways, such as posting links in forums or blogs specific to your niche for example.