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It was different for each case. The first was someone who just told me. I had done enough business and they had the integrity to let me know. The second was a discussion with a tech person at a conference. When I asked what kinds of things they used that particular tech for he flat out told me...
I'm not really sure how you can make these statements on behalf of all networks. You can certainly attest to your own, but how do you know what others are doing?
I have stopped doing business with more than one CPA network after discovering them running the same campaign. In one instance even...
1) Get business cards from network and traffic sources. Multiple if there are different reps at the booth. When you apply to a new network and you can say "I met you at ..." you will skip ahead of the line and having attended a conference lets them know you are serious.
2) The conference...
If I had a 97% ROI I would double my bid and see what happens. Most of your competition has a much smaller ROI than that. Having a 50% ROI and making this a CPA network manager's cap problem is a good thing.