While these models have diminished in mature e-commerce and online advertising markets they are still prevalent in some more nascent industries. China is one example where Affiliate Marketing does not overtly resemble the same model in the West. With many affiliates being paid a flat "Cost Per Day" with some networks offering Cost Per Click or CPM.
One thing you should strongly consider is promoting digital information products. These products are attractive for two reasons. First, they have higher conversion rates because the customers can get instant access and instant gratification when they purchase. Second, they typically offer much higher commission rates than physical products -- which means more profits for you.
The first mistake a lot of affiliate marketers make is that they register with too many different affiliate programs and try to promote everything. Pursuing affiliate marketing down this path can become very overwhelming and you won’t be able to promote any product properly. All you need in order to be successful is a handful of good products to promote. Try to understand the market needs and look for products that align correctly with the topic of your site.
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