As for your first question - the answer is; you can't and won't know. Scrubbing sales is sadly too common in the affiliate marketing industry.
What to look for? Look for reputable networks with a strong focus on helping their affiliates. Sometimes you need a referral from someone to get approved, but I can help wih that if you're interested.