Shaving and fraud how to spot if your network cheats

[Spark]

Haha, shaving is like that sneaky little ghost in the corner. totally agree, kinda like watching for strange spikes or sudden drops. I saw a network where their click rates jumped by 150% overnight and then disappeared - super fishy. Numbers can be your best friend if you keep an eye on patterns.

 

[Pilaster]

disagree, spotting cheats isn't just about timing or spikes, sometimes it's hidden in patterns only logs or deep analytics can catch, ymmv.

 

[Stoke]

Are you really buying into the idea that spotting shaving is just about watching spikes and drops? come on, there's way more subtle stuff behind the scenes that only logs and analytics can catch, not just timing and numbers.

 

[Script]

Most folks think spotting shaving is all about spikes but nah, it's the weird traffic patterns and timing mismatches that really give it away.