If you get an account that has existing data, take the time to review the data they have even if it was bad data. All data is good data.
Take a look at the costs. How much was the CPM (this is more important in a conversion campaign), What was the CTR? (Can tell if the ad was good enough to be clicked on), Did anybody add to cart? If there was a video, what was the hook rate?