I would have one partner create a separate page/contact form specifically for the advertiser – so only people who see that contact form are people who were referred to by the advertiser. The advertiser would use that page as their outbound link. I know you can track outbound clicks in Google Analytics events and Contact Form conversions (usually through most contact form plugins) but that is the best way I think. Never done it, but this is how I see most affiliate programs like that work.
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This is the standard affiliate marketing structure. In this program, the merchant pays the affiliate a percentage of the sale price of the product after the consumer purchases the product as a result of the affiliate’s marketing strategies. In other words, the affiliate must actually get the investor to invest in the product before they are compensated.
Find affiliate codes and paste them into your site. Once your site is well-established and respected for its content, you can begin to link out to affiliate programs. Search the various affiliate networks and look for products that relate to the theme of your website. Grab the affiliate code from your account and paste it into your site. As people visit your site and click these links, you can begin earning money from the referrals in your articles.
One of the most sought after and highly recommended course is this one on Guide to Effective Affiliate Marketing Strategies by Kudus Adu. Not only does he focus on create an affiliate marketing strategy, he focuses on best practices to create money pages, tells you how to build your email marketing list and how to profit from it. He clearly asks people looking for ‘get rich quick strategies’ to stay away from the course. More details here.
Writing good advertising sales copy (copywriting) is the other important skill for internet marketers. The good news is that when it comes to affiliate marketing, many vendors will provide you with copy to use for your blog posts, websites ads, etc. They'll give you the emails to send, the banner ads to display, and even posts you can use on social media (such as Facebook, Twitter, LinkedIn, etc.).