The products and services you will be promoting to your audience must be relevant and good quality. Make sure you believe in them and know everything about them, because this will be crucial to you delivering the sales pitch to your audience. You need to build trust with your audience so make sure the products and services you choose to promote are trustworthy enough. 
If you have built up an email list, you could also promote your affiliate offers via email promotions. Just make sure you build up a relationship with your audience first instead of going for the hard sell straightaway. The emails you send out must contain your affiliate links to products so when your audience click through. the sale is attributed to you. 
So, use Google Autocomplete and other keyword research tools to find opportunities to sell affiliate products (or more so, help people find a solution), and see what’s out there. Analyze the top results and learn your competition. I spend many hours searching for “good” keywords so I can write articles that would not only rank well, but also convert since these people are looking for solutions on making their website faster.
I have one affiliate website that I recently launched. SEO hasn't been done yet other than basic stuff. What I need is an expert to look at it and tell me whether I'm on track or need major changes. I don't know if you guys do that here or know of someone who does. (free or for a fee) The site is http://saveongolf.net . It's a site using datafeeds for golf equipment.
The topic you choose must have enough depth that you can create a lot of content for it. This is important for building an authoritative site, for search engine optimization, and most importantly, for the end user. If you don't have enough content about a topic, you're not going to be taken very seriously as an authority on the topic and it's unlikely you can convince someone to make a purchase from you. 
This site is owned and operated by Broketobest.com and is a participant in the Amazon Services LLC Associates Program, an affiliate advertising program designed to provide a means for sites to earn advertising fees by advertising and linking to Amazon.com. Broketobest also participates in affiliate programs with Bluehost, Clickbank, CJ, ShareASale, and other sites.It is compensated for referring traffic and business to these companies.

If you have built up an email list, you could also promote your affiliate offers via email promotions. Just make sure you build up a relationship with your audience first instead of going for the hard sell straightaway. The emails you send out must contain your affiliate links to products so when your audience click through. the sale is attributed to you. 

In Amazons defence, they offer you a near unlimited choice of products to advertise, if you have targeted traffic I think it would be well woth incesting some time in to doing some A/B testing on the products you are advertising, and how you are advertising them. The fact that you are making low sales if you have traffic will be more down to what you are doing than Amazon.
CJ Affiliate – Overstock, GoDaddy, Zappos, Walgreen, Vitamin Shoppe, Verizon Wireless, Under Armour, TurboTax, TJ Maxx, Sears, Samsung, QVC, Priceline, Petco, Old Navy, Office Depot, Office Max, Nike, Newegg, Michael Kors, Intuit, Hotels.com, HelloFresh, Guitar Center, GNC, FedEx Office, AT&T, American Express, Vivid Seats, TeamViewer, Sunglass Hut, Ally Invest, more.
Personally I have avoided the amazon affiliate program. To me it only makes sense to use amazon if there is no other affiliate program option for that niche. The 24 hour cookie time is brutal since others do 30-90 days. I would think for decor people need way more time than 1 day. There is almost always an affiliate program offering higher commission with better terms in any niche. It’s just a matter of finding the best ones to promote.
Start your affiliate marketing career by choosing a handful (maybe half a dozen) of products that you are interested in, that you feel you can learn about, and that you can market confidently. If you know a lot about microwave ovens, for instance, then you should look for an affiliate program in that niche and avoid, say, conventional ovens. Of course, that’s a silly example, but the point remains. Focus your efforts on a few great products and a few great websites to promote them.
 Anyone can become an affiliate marketer. It requires little or no start-up costs as you won’t be involved in the creation of the product. You will have nothing to do with the shipping or the customer service, don’t need to buy any inventory, and can instead focus on what you do best – selling the product or service. You may have to spend a little on the web hosting and domain name, but that’s not really much.
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