How to choose an affiliate network?

Hi everybody. An important topic is how to choose the right partner network. This decision affects not only your earnings, but also your work experience and growth opportunities. And then we wondered - what is the main thing.
Reputation and reviews? Nowhere without it. You need to know how payments are going, and at the same time, how people respond to the company.
Verticals and offers? This is obvious, since you will not go anywhere.
Tools and resources? Each affiliate provides its own tools. You just need to choose the ones that suit you. The quality of support and financial conditions? No.
Perhaps the most interesting thing starts with the additional benefits. When we open the affiliate program like an onion and look at how it differs from others.
Please share your thoughts

One more thing we should check in reviews is make sure it does not fool the affiliates with fake analytics. Many programs are doing this .

awesomewebsites said:

One more thing we should check in reviews is make sure it does not fool the affiliates with fake analytics. Many programs are doing this .

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Can you tell us more about it?