I find that running a successful AdWords Arbitrage campaign revolves around finding a good keyword niche. I would recommend trying broad match until you can narrow your campaign keywords down into a tight niche. Once you've found your niche keywords, do an exact match so you only get the exact traffic you are looking for.
Hope that helps a little bit!
