I was not in affiliate marketing much unless I found Pepperjam affiliate network. Previously what I used to do is register with each and every affiliate network like Clickbooth, CJ, Shareasale, Rocketprofit and many more - whichever comes to my knowledge, I register with them. And then waste lot of time comparing offers between each networks. I should say, I wasted 2 months without any significant increase in my online revenue - so called failure to make money online.
Then I found Pepperjam affiliate network before few months by the recommendation of various super affiliates like zacjhonson, uberaffiliate etc. and I registered with them. I am impressed with their high revenue offers which pay comparatively more than other networks. Also, you can chat/contact directly with the program owner - so thats similar to any inhouse affiliate network. Currently they got ebay partner network as a premium advertiser - I think thats a big success after ebay left from CJ.
Currently, Pepperjam affiliate network, one of the fastest popularizing affiliate network is offering signup bonus of $10 to the publishers. So for just signing up, you will earn $10. And later your can promote lots of products through your campaigns to earn a lot more.
The promotion is valid till July 08 only. So signup now before the offer expires.
There are lot many ways to earn money from pepperjam. You can promote their referral program to earn money too. Get started now 
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I’ve signed up with PepperJam, still waiting for their approval