If the above locations do not yield information pertaining to affiliates, it may be the case that there exists a non-public affiliate program. Utilizing one of the common website correlation methods may provide clues about the affiliate network. The most definitive method for finding this information is to contact the website owner directly if a contact method can be located.

Yes it can... But it works best when you 'pre-sell' a specific item with your content (an email or a blog post) and then link directly to that product's sales page on their site. Don't expect people to 'look around and shop' there... Give specific recommendations for the products that solve peoples' problems and link them directly to those products!

Many affiliate programs run with last-click attribution, where the affiliate receiving the last click before the sale gets 100% credit for the conversion. This is changing. With affiliate platforms providing new attribution models and reporting features, you are able to see a full-funnel, cross-channel view of how individual marketing tactics are working together. For example, you might see that a paid social campaign generated the first click, Affiliate X got click 2, and Affiliate Y got the last click. With this full picture, you can structure your affiliate commissions so that Affiliate X gets a percentage of the credit for the sale, even though they didn’t get the last click. 
This is Simon, thank you for your post, it is very helpful for me. However, we are a lighting company, and we are plan to try the Affiliate Website to increase our sale. But it seem that there are many different Affiliate website to be chose and some of them also need pay some fee to begin, so as we just begin to do this, which website is your recommend ?
Although it has a dynamic and well-designed website, PeerFly has a limited range of offers at any given time (around 8,000). On the upside, it does offer good commission/payout rates, lots of FAQs and educational information, and regular contests and reward programs that can substantially increase your bottom line. Based on online customer reviews, Peerfly enjoys a very high reputation amongst participating affiliates.
LinkConnector is something of a mixed bag, so it’s probably best for experienced affiliates who have become disillusioned with other networks and are looking to expand. LinkConnector’s bizarre mix of high-quality products and a low-quality dashboard make it hard to truly assess its viability, but their exclusive deals with some vendors can make it a true home run for publishers working in certain niches.
As Target is the second-largest general retailer in the United States, their affiliate program is primarily for American bloggers or publishers who can route visitors to relevant products. Overall, the program works much like Amazon’s does in that publishers (bloggers) get a small commission on sales, but Target’s gigantic product base (over one million items) and high brand recognition make their affiliate program a great option for influencers.
Yep, even if this offer is a no brainer, our team will make sure you remember this purchase for the rest of your life :-) Joke aside, we'll add a new Affiliate Funnel to your account each and every week during the next 10 weeks . We will pick a best selling product during that week and create a new funnel just for you...that's how cool we are! (based on when you join these 10 bonus funnels might already be loaded into your account!

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.
In 2006, the most active sectors for affiliate marketing were the adult gambling, retail industries and file-sharing services.[21]:149–150 The three sectors expected to experience the greatest growth are the mobile phone, finance, and travel sectors.[21] Soon after these sectors came the entertainment (particularly gaming) and Internet-related services (particularly broadband) sectors. Also several of the affiliate solution providers expect to see increased interest from business-to-business marketers and advertisers in using affiliate marketing as part of their mix.[21]:149–150
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