So I thought I had a handle on how to spot shady networks until I ran into some sketchy behavior that I had to call out. Recently I started noticing my EPCs dipping unexpectedly, and after digging deeper I realized some networks might be shaving or cheating on the traffic. The kicker? They were just hiding the real fraud behind vague payout adjustments and delayed payments. Took me a while to catch on because at first I just blamed traffic quality but turns out they were outright messing with the numbers. If you want to avoid losing your ass on these scams, start by monitoring your conversions and payout patterns daily. Keep an eye on unexpected shifts or inconsistencies, especially if they suddenly reduce your commissions without clear explanation. And always cross-reference with your tracking data. The brutal truth is many networks will do whatever it takes to boost their margins even if it screws you over. So, my advice is to dig into their payment history, ask questions about any discrepancies, and don't blindly trust their reports. Be skeptical, stay vigilant, and remember that a good network should have nothing to hide. This was an eye-opener for me, and I hope it saves someone else a headache.